Pricing comparison

Watch: Likely scales with number of governed agents or seats; not disclosed on pages retrieved this session.

Watch: Pricing was not disclosed; support AI platforms commonly price per resolution or by ticket volume, so cost can scale with automated ticket throughput.

Watch: The open source SDK is free, but the managed workflows, oversight, and audit evidence platform likely carry usage or seat based pricing that was not disclosed this session.

Watch: On premise deployment means the customer bears infrastructure and compute, and specialized model hosting may add hardware cost; not disclosed this session.

Watch: Paid rates were not disclosed; cost likely scales with company size, connected cloud and device footprint, and the number of compliance frameworks in scope.

Watch: Autoscaling compute and GPUs and running many experiments in parallel imply meaningful usage based cost; lab automation hardware and integration would be separate.

Watch: The tool is free, but running Crush means paying your chosen LLM provider for token usage, which scales with how much coding work you drive through it.

Watch: Beyond the free entry, AI Library takes full delivery ownership with build and post launch operational support, so real costs come from the enterprise engagement rather than a self serve tier.

Watch: Unusual structure: Feltsense retains ownership of agent built companies while allowing equity participation, so the commercial relationship is not a standard subscription; terms were not disclosed this session.

Watch: Revenue cycle tools are often priced as a percent of collections or per claim; the commercial unit was not disclosed this session.

Watch: Pricing is embedded in health system and payor contracts and value based arrangements; per patient economics were not disclosed this session.

Watch: Pricing was not disclosed; given the platform lets a team process many more applications with the same staff, cost likely scales with application volume or deal throughput.

Custom (pilot then enterprise)

Watch: Agent usage and number of initiatives or seats likely drive cost; not disclosed on pages retrieved this session.

Free (75 credits); Starter $10 one-time; Pro $299/month; Enterprise pilots from $6,999/month

Watch: Credits are consumed by AI generation and workflow actions, so heavy generation or large collections can raise cost; Explorer outputs are limited to private or educational use, and commercial rights require Fashion Pro or higher.

Custom (contact sales)

Watch: Enterprise banking deployment likely involves implementation, data integration, and per banker or per institution licensing; not disclosed this session.

Not published as a rate. The stated principle is outcome-based — pay for pre-vetted qualified candidates rather than for job posts or clicks — with free job posting at the entry and a money-back guarantee if qualified candidates do not arrive. No unit, tier or figure appears anywhere.

Free job posting and free candidate matches; paid terms quoted, no figures published

Watch: Unlocking candidate profiles consumes credits, so cost can rise with sourcing volume, and a G2 reviewer noted credits are spent even on an unmatched resume.

Custom (contact sales)

Watch: Pricing was not disclosed; tenant isolated enterprise deployments with vertical data modeling and integration likely carry implementation cost plus usage or conversation based fees.

Contact for pricing

Watch: Pricing was not disclosed; cost likely scales with invoice and transaction volume and connected finance systems, and a linked corporate card offering via Nium may carry its own terms.

Custom (contact sales); free ICD-10 tool available

Watch: Pricing was not disclosed; RCM tools in this category often price per provider or as a share of recovered revenue, so cost can scale with volume or collections.

Custom (contact sales)

Watch: Pricing was not disclosed; the company plans to move upmarket to larger biopharma where contract values are higher, and compute for continuous analysis may factor into cost.

Outcome-based, charged per verified execution; figures not published

Watch: Cost scales directly with the number of executions the agents complete, so high volume sales motions can run well above the Growth tier; executions are the billed unit, not seats.

Quote only

Watch: Per employee or per journey scaling and implementation services are plausible but were not disclosed on pages retrieved this session.

Custom (contact sales)

Watch: Pricing was not disclosed; a build with, highly tailored delivery model can carry implementation and support cost beyond a base platform fee.

Not public; demo-led

Watch: Cost drivers would include seats and messaging or call volume across email, SMS, WhatsApp, and phone; the customer also carries SMS compliance obligations per the terms.

Custom (setup plus subscription plus usage)

Watch: Google Cloud compute is borne by the customer and scales with real time decision cycles; usage based licensing and setup fees add to the monthly subscription.

7-day free trial, then about EUR 249/month (Pro)

Watch: Tiers cap AI replies and outbound messages per month, so overage or an upgrade is likely as volume grows. Additional messaging channels are charged separately, around EUR 100 each. WhatsApp business messaging fees are billed by Meta on top, and voice usage is a further variable. Enterprise adds unlimited channels, dedicated model training and custom ERP or CRM integration work.

Not disclosed. No unit of pricing is published — not per plant, per site, per seat, per unit monitored or per tag.

Custom (contact sales)

Watch: Pricing was not disclosed; per customer isolated cloud deployment, data integration across plant systems, and domain onboarding likely factor into enterprise contract cost.

From ₹1,499/mo (free tier with 800K AI tokens/month)

Watch: Channel volume such as voice minutes and message throughput and connected tool usage may add cost beyond the plan tier; not fully itemized this session.

Outcome based (contact sales)

Watch: Cost scales with coverage and execution volume; broad coverage across many workflows raises the outcome based bill.

Custom (tiered plans; contact sales)

Watch: Cost scales as seats are added and with data volume captured; enterprise deployment and warehouse delivery may add integration cost.

Custom (contact sales)

Watch: Pricing was not disclosed; loan officers use the platform heavily each day, consistent with per user seat based licensing plus implementation and integration cost.

Custom (contact sales)

Watch: Agentic analysis usage and number of connected systems or seats likely drive cost; not disclosed this session.

10Web

Tiered subscription by site count, monthly AI credits, visitors, and storage; agency tiers add white label features, with API and white label pricing sales led.

From ten dollars per month (AI Starter, billed annually; twenty dollars monthly)

Watch: For WooCommerce stores, third party plugins and extensions add cost beyond the subscription; monthly billing costs roughly double the annual rate, and agency white label tiers carry a 10Web billing transaction fee of up to seven percent.

11th Estate

Contingent processing fee as a percentage of recovery proceeds, with optional subscription and package fees; institutional access via API under separate agreements.

No upfront price. The Terms of Use document a processing fee as a percentage of recovered proceeds; the percentage is not published, and institutional API terms are sales led.

Watch: The percentage taken on recovered funds is not published, subscription and package fees are non refundable and can change without notice, and institutional API terms are not disclosed.

11x

flat

Contact sales

Watch: Annual contracts standard (no monthly); enterprise implementation/onboarding can run high (third-party: setup fees common in the AI-SDR category); lead database bundled but email infrastructure/deliverability + human oversight add to true cost.

1up

Tiered subscription metered by annual questionnaire volume, with unlimited users on paid tiers; MCP tier billed per question answered.

Free plan · MCP tier from $50/mo plus $0.05 per question · Starter $300/mo · Plus $900/mo · Enterprise custom

Watch: Tiers cap annual questionnaire volume (Starter 1, Plus 6), so questionnaire load rather than team size drives upgrades. MCP tier automation is metered at $0.05 per question answered and is uncapped. Answer quality depends on the coverage of the connected knowledge base, a content maintenance effort.

5.Y

Not documented; enterprise engagement likely.

Contact only. As a pre seed company, 5.Y publishes no pricing for GLUCOSE, and the motion appears enterprise and contact led.

Watch: As an early stage product, pricing, terms, and scope are not established publicly.

7AI

enterprise contract

Contact sales; enterprise contracts, AWS Marketplace procurement available

Watch: Independent coverage notes the platform rewards teams with engineering capacity to tune it: budget integration and tuning effort alongside the license. PLAID managed service is a separate engagement on top of the platform.

Abnormal AI

per user or per mailbox, not disclosed

Contact sales

Watch: **THE AGENTS ARE THE UPSELL. Third party analysis reports AI Security Agents may sit behind add on licences, which means the capability the product is marketed on may be a separate line from the platform. Establish explicitly which agents are included before comparing a quote to a rival.** Minimum seat counts and volume thresholds are also reported on enterprise contracts. The offsetting argument, also third party, is that behavioural AI may reduce total cost by decreasing SOC headcount - a real but hard to verify claim that should not be accepted without the customer's own baseline.

Abridge

seats (per clinician per year)

Contact sales; third parties estimate about $2,500 per clinician per year

Watch: Implementation, EHR integration, and training are typically bundled into negotiated contracts, and full implementations reportedly range from $250 to $500 per provider per month at some organizations. Multi year and volume terms move the effective rate.

Actively AI

enterprise engagement scaled to accounts, seats, and functions across the GTM organization

Not public; quoted through enterprise engagement, scaled to accounts, seats, and GTM functions

Watch: Deployments often start with a tight use case and expand across sales, account development, revenue operations, and customer success, so cost grows as agents cover more of the go to market organization and market.

Activepieces

Credit based: one credit per flow run regardless of step count, one per agentic action, and 2, 10 or 20 per AI step depending on model tier, or 1 with your own AI key. Plan sets seat count and feature access.

Free forever · Plus $16/mo billed yearly · Team $166/mo · Ultimate custom · MIT self host free

Watch: Governance is paywalled: SSO and standard roles start at Team, while SCIM, custom RBAC, audit logs, secret managers, event streaming and private pieces are Ultimate only, and the self hosted Community Edition excludes Agents and Chat, Projects, API access and the whole team and admin layer. Team includes 25 users then $25 per user per month. AI steps cost 2 to 20 credits depending on model tier unless you bring your own key. Self hosting shifts infrastructure, upgrades and uptime to you.

Ada

conversations

From ~$30k/yr (contact sales; ~$70k median)

Watch: No published pricing (sales-gated, multi-year commits), five-figure+ implementation ($15K-$100K+, 8-16 weeks), volume-driven cost spikes on launches/holidays, integration fees, ambiguity over conversation vs resolution definitions, ongoing coaching/optimization headcount

Aera Technology

not disclosed

Contact sales

Watch: Delivery is partner led, so implementation and consulting cost is likely to be material alongside the licence and should be scoped separately. The security documentation explicitly excludes free evaluation services and Aera Developer from its security commitments, so anything built or tested on those does not carry the same contractual protections as the paid Service.

AgentOps

usage

Free tier · paid Pro tier · Enterprise custom

Watch: For security conscious buyers the effective price is Enterprise contact sales, since SOC 2 and self hosting sit behind the custom tier regardless of the Pro sticker price.

AgentX

Plan tier plus consumable credits by agent activity and model.

Free tier; paid plans credit based, prices not public

Watch: Credit burn on high message volume or frontier models, plus white label and managed plans, can raise cost well beyond the free tier.

Agno

flat

From $150/mo · free tier

Watch: LLM provider costs and your own cloud infra are separate (BYOC) - Agno's fee covers the control plane/management layer, not compute or model calls; self-hosting means you operate AgentOS yourself; Pro add-ons ($30/seat, $95/live connection) raise the effective bill above the $150 base; Python-only framework

Aider

usage

Free / OSS

Watch: Your LLM API bill is the real cost — roughly $10–$30/mo moderate use, $50–$200+/mo heavy; frontier models (Opus/GPT-5) cost far more than budget models; auto-commit-per-edit and codebase mapping add token overhead

Aigensei

Not published; enterprise agentic workflow platform.

No public pricing; the platform is sold demo-led, inviting prospects to share their highest-priority process or playbook.

Watch: As an end-to-end process execution platform for regulated industries, cost likely scales with process volume, parallel instances, and integrations; SOC 2, residency, and compliance review add adoption overhead. None of this is published.

aiola

usage and deployment tier (concurrency limited vs unlimited)

Contact sales (Developer and Enterprise tiers)

Watch: Concurrency limits differ by tier (limited on standard, unlimited on enterprise); single tenant and private cloud deployments price above multi tenant; ASR and TTS usage volume drives cost.

Aircover.ai

per seat subscription for revenue team reps

No public rates; account setup requires contacting Aircover, indicating a sales led, likely per seat subscription for revenue teams.

Watch: Real time in call assistance is a per rep tool, so cost scales with the size of the selling team.

Airrived

enterprise subscription scoped to domains, agents, and usage

Not public; enterprise pricing quoted through sales

Watch: Fine tuning and running large language models across many agents can add model and compute cost on top of the platform subscription.

Airtable

seats plus AI credits

20 USD per user per month, billed annually

Watch: Agent economics are decoupled from seat count: a small team running agents across a large base can consume credits far faster than its seat spend implies. HIPAA workloads require Enterprise Scale plus a signed health information exhibit, so regulated use forces the custom priced tier regardless of team size. EU data residency and enterprise key management are enterprise features.

AIsa

usage, per call metered across models, APIs, data, and compute, settled in fiat or stablecoins

Usage based, pay per call with complimentary starting credits; per model and per endpoint rates published, settled in fiat or stablecoins

Watch: Because agents transact autonomously, budgets and spending controls matter; unbounded usage can run up costs quickly.

AiSDR

usage

From $900/mo (Explore, quarterly)

Watch: Supporting stack (CRM, dialer, warm-up tooling, enrichment) adds to the base subscription; 30-60 day ramp before steady-state output.

Akka

compute cores or platform license (not publicly disclosed)

Open source core under BSL (converts to Apache v2 after 36 months); commercial and enterprise use is sales led with no public pricing. All agentic components are included in the Akka license.

Watch: Commercial license terms and compute footprint drive cost; Akka pitches lower compute (roughly one third) versus multi runtime stacks. BSL restricts certain production uses until conversion to Apache.

Akkari

Undisclosed; early stage, likely per seat or per account subscription.

Not publicly listed; early access

Watch: Pricing model is unconfirmed; terms are set directly with the company at this stage.

Aktify

Performance based pricing across three tiers (Nurture AI and Closer AI), scoped to lead volume and use case; not publicly disclosed

Performance-based, three tiers · contact for quote (no public pricing)

Watch: Performance based pricing scoped to lead volume can scale quickly with high lead throughput; with no public rate card, true cost is only knowable after a scoped quote.

Alaffia Health

enterprise engagement tied to review volume and savings delivered

Not public; quoted through enterprise engagement, as a cloud platform or fully managed service tied to review volume and savings

Watch: As pricing often tracks savings delivered or claims volume, cost scales with usage, and the fully managed option may carry a larger services component than the platform alone.

Albert

managed advertising budget

No rates published. Pricing is quoted against the advertiser's yearly advertising budget, which the request form bands as $100k-$500k, $500k-$2.5M, $2.5M-$10M and over $10M.

Watch: The published bands are keyed to the advertiser's own media budget, so the platform fee rises with spend, and the vendor states Albert expands spend as it establishes what is working, which means the media bill can move as well. The FAQ notes Albert performs best where a consistent flow of transactional data fuels learning, so low-volume accounts get less from it. Creative supply is a real dependency: Albert optimises and rotates approved assets and does not generate its own copy, so the advertiser must keep producing them. Removed as unsourced: specific spend floors, a 1 to 3 percent of spend performance fee, and implementation or proof-of-concept fees, none of which appears on any first-party page.

Alertd

Platform subscription plus pass through model inference (bring your own LLM) and AWS infrastructure costs.

Free 30 day trial. Paid pricing is via AWS Marketplace and is not published; customers also bring their own LLM.

Watch: Bring your own LLM inference costs and AWS infrastructure costs in the customer's own VPC are on top of any platform fee.

AlethianAI

Enterprise or per practice; sold via direct sales, specifics undisclosed.

Contact sales

Watch: Implementation, EHR integration, and per provider or per location scaling drive total cost; quoted directly.

alfred_

Flat monthly subscription with AI included; per-seat on the team tier

$29.99 per month, or $299.99 per year; team tier $34.99 per seat / month, two-seat minimum

Watch: The real cost is coverage rather than metering: with NO native Slack or CRM integrations and no meeting transcription, work spanning those surfaces needs a second tool. It is a personal-inbox product, so a shared support or sales inbox is a different purchase. The team tier carries a TWO-SEAT MINIMUM, so the smallest team purchase is $69.98 per month rather than $34.99. And because every draft requires approval, throughput is capped by how quickly the user reviews — the assistant cannot run further ahead than its approver.

Alloy.ai

Contact sales

Watch: Likely priced by data sources, SKUs, or retail connections; number of AI agents deployed may factor in as the agent suite expands.

Almanac Health

Not disclosed; negotiated institutional agreement

No public pricing; commercial terms are arranged with the company under institutional agreements.

Watch: Pricing, contract structure and any implementation or integration fees are undisclosed and would be set per institutional agreement.

AlphaBitCore

Enterprise license and procurement; specifics undisclosed.

Contact sales

Watch: Implementation, field engineering, and connector configuration are part of onboarding; model and MCP usage may add cost.

Alta

not published; quoted against team size and the motions turned on

No figures published. A three-step quote form takes team size in four bands from 1-10 to 2,000-plus, the motions the buyer wants to run, and contact details, with a quote promised in hours.

Watch: The pricing page states that CRM and 50-plus tool integrations are included and that white-glove onboarding is included, so the published inclusions are broad, but with no rate, unit or minimum disclosed the cost of the metered part cannot be sized at all. The vendor describes paying for what you use scaling with the team, which points at seats or volume without saying which. Telephony is a first-class channel and its cost treatment is not addressed.

Altilia

Enterprise license for the platform and agents; specifics undisclosed.

Contact sales

Watch: Implementation, connector configuration, and deployment mode (private cloud or on premises) affect total cost; local model execution can reduce inference spend.

Ambience Healthcare

per clinical FTE per year, by module

Contact sales; third parties estimate $2,800 to $3,200 per provider per year for AutoScribe, $4,000 to $5,000 plus for the full suite

Watch: The gap between base AutoScribe and the full suite is the main swing: coding integrity, after visit summaries, and referrals are separate modules that push per provider cost from about $3,000 toward $5,000. Implementation and EHR integration scope also factor into negotiated terms.

Amplemarket

per seat subscription plus metered email and phone credits

Startup $600/mo on an annual term, 2 users included, additional users purchasable. Growth and Elite are quoted, with 4 and 10 users included respectively. All plans include a free trial.

Watch: Annual lock-in (no monthly); LinkedIn Sales Navigator (~$100/user/mo) effectively required for full LinkedIn features; extra seats ~$300-$400/mo; email credits ~$0.24 each on Startup; Duo Voice/Inbox gated/add-on on Startup.

Anchor Browser

Monthly plan plus metered browser hours, proxy gigabytes, and AI steps.

Free tier; Starter fifty dollars per month

Watch: Proxy data at eight dollars per gigabyte and per step AI charges can dominate the bill on long running or data heavy jobs.

Anthropic Claude Code

quota + usage beyond quota

Usage-based (via Claude plan + API)

Watch: Automated or high-volume agent runs can drive API token spend well above the base subscription.

Anvilogic

not disclosed; scoped to data strategy, environment and deployment

Not published; enterprise pricing scoped to data strategy, environment and deployment

Watch: Independent reviewers note the platform is heavier than smaller teams need, so the real cost includes the detection engineering capability required to exploit it

AnyBiz

Tiered subscription by number of outreach channels and monthly contact/mailbox volume; billed quarterly

Starter ~$497/mo (1 channel) · ~$998/mo (2 channels) · Super Agent ~$1,745–$2,795/mo (3 channels) · billed quarterly

Watch: The single channel Starter is rarely enough, so real cost is usually the two or three channel tier; supplementary data verification tools may be needed, and quarterly billing front loads spend. Results are not guaranteed, only contact volume.

Aomni

seats

From $300/mo · up to 3 seats · free tier

Watch: Aomni has NO contact database - no verified emails, phone numbers, or dialer (it's a research analyst, not a data provider), so you must budget a separate enrichment/email-finder layer; per-account research only pays off on five-figure-plus deals (overkill/shelf-ware for transactional SMB sales); research is AI-generated from public sources and can be stale - fact-check time-sensitive details; team pricing beyond Pro is quote-based (no public sticker)

Apaleo

Per room per month subscription with a monthly floor; APIs and integrations included at no extra cost; payments billed separately as a transaction percentage

€8 per room per month, with a €400 per month minimum; Apaleo Pay from 0.6% of transactions

Watch: THE €400 MONTHLY FLOOR IS THE FIGURE THAT BITES, and the per-room headline hides it: at €8 per room the floor is only reached at 50 rooms, so any property below that pays an effective rate above €8 per room — a 20-room boutique pays €20 per room per month, two and a half times the advertised rate. Payments are a separate rail at 0.6 percent and up, which on a hotel's transaction volume is typically the larger line. Apaleo Store apps are third-party products with their own pricing, so a working stack costs more than the platform; the no-integration-fee promise means Apaleo does not charge to connect them, not that they are free. Agent Hub agent pricing is not published at all. Prices are quoted in EUR with no USD equivalent given.

Apify

compute units plus proxy GB, storage, and per Actor fees

From $29/mo · free tier

Watch: Residential proxy at $7 to $8 per GB is the most expensive line and can dominate the bill. Per Actor Store rental and per result fees stack on top of compute. Prepaid usage does not roll over, so unused budget is lost each month. Free plan hard stops with no soft overage.

Apollo.io

seats plus consumable credits

$49 per user per month on annual billing (Basic), around $59 to $65 month to month

Watch: Credit overages, phone reveals at 8x the cost of an email, dialer minutes burning credits, the 3 seat minimum on Organization, and API access gated to Professional

AppFactor

usage metrics such as endpoints or applications across Core and Premium tiers

Subscription tiers described as AppFactor Core and AppFactor Premium, priced on usage metrics such as endpoints or applications; no public rates.

Watch: Cost scales with estate size; large or sprawling application estates could push into the Premium tier, and dedicated compute is an enterprise add on.

Appian

per named user and per application, by tier, with metered AI actions and token limits

Contact sales; no list prices published

Watch: The per user AND per application model means adding either more apps or more people to an existing app raises cost independently. Tier caps bite in specific places: Standard limits data fabric to a single source and caps RPA bots, Advanced raises both and unlocks Process HQ. AI is metered by both actions and raw token limits per tier. Snowflake and Kafka integrations are gated to Advanced and Premium. Developer or builder seats are reported to cost several times a business user seat and are licensed separately. Licences may have to be purchased in blocks, so a requirement for 21 users can mean paying for 30.

Apprentice.io

Per user per month for A1, billed annually, with a free individual tier and volume pricing at enterprise; Tempo suite quoted per engagement

A1 free tier at $0; A1 Team $200 per user per month billed annually; Enterprise volume pricing. Tempo suite quoted per engagement

Watch: THE FREE TIER IS DELIBERATELY BOUNDED AND THE BOUNDARY IS WHERE THE PRODUCT BECOMES AN AGENT PLATFORM: connectors, triggers, messaging, multi-site support and custom agents are all Team-tier items. The $0 tier is chat plus artifact creation against uploaded files; anything that reaches the plant floor or runs unattended requires the paid plan. TEAM IS ANNUAL-BILLED ONLY at $200 per user per month, so the commitment is $2,400 per user up front rather than monthly. Usage limits on the free tier are described only as GENEROUS with no figure. And this is the A1 product alone — the Tempo manufacturing suite is a separate enterprise purchase with no published rates, so a buyer wanting validated MES execution rather than an agent assistant is in a different negotiation entirely.

Arcade

Platform fee plus usage (user challenges and tool executions)

From $25/mo · free tier

Watch: Pro tool executions at $0.50 each and high volume agents drive overage. Allocations do not appear to roll over month to month.

Arctic Wolf

per user or per endpoint per service, negotiated

Contact sales; third party sources report entry near 44,000 USD per year

Watch: The quoted MDR line is rarely the whole cost. Third party analysis identifies several unitemised layers including sensors, professional services, and the additional managed services (Managed Risk, security awareness, incident response) that most buyers add. Multi year terms typically carry an escalation cap that should be negotiated explicitly. Independent comparison also notes Arctic Wolf largely advises rather than taking direct response actions, so some buyers end up staffing the remediation work the service does not perform.

Arintra

not disclosed

Not published

Watch: Coverage spans fifteen specialties, narrower than competitors, so a multi specialty group should confirm its own mix is covered before assuming full automation

Arize AI

Flat monthly plan with usage overage on trace spans and ingestion (GB)

From $50/mo · free tier + open source

Watch: Span and ingestion overage on AX Pro can grow with high volume agents. The gap between $50 Pro and custom Enterprise is large with no middle tier.

Arphie

concurrent projects

Not published; quote only

Watch: Concurrent project sizing rather than seat count, so the bill scales with how much response work runs in parallel rather than with team size

Artian

enterprise platform license, scoped per institution

No public pricing; sold to large financial institutions and deploying to targeted customers via a sales led, custom enterprise motion.

Watch: Deployment to the customer's chosen environment and finance grade governance suggest implementation and integration effort alongside the license.

Artisan

hybrid

Free ($0, 300 credits/mo) · Intern $280/mo ($250 annual, 12K credits) · Employee $660/mo ($600 annual, 30K credits) · Enterprise custom · ~10% off annual

Watch: Credit-based cost climbs with volume; sending infrastructure + per-seat power dialer (~$67/seat/mo) billed separately; annual contracts typical on larger plans (some reviews flag cancellation difficulty - confirm terms).

Ashby

hybrid

From $400/mo

Watch: Plus and Enterprise are quote-only and scale with company size; AI Notetaker and Advanced Scheduling are paid add-ons on every plan with no published price; Advanced Diversity Analytics and Candidate Data Enrichment are paid add-ons on Plus; SSO costs $100 a month on Foundations; the AI Assistant and custom agents will consume AI Credits once out of beta; SMS and email-lookup allowances carry paid overages.

AskEarth

Enterprise engagement; geospatial data and model usage scale with query volume and area analyzed.

Not public. askEarth is an enterprise geospatial intelligence product used by industry players in energy, insurance, and commodity trading; pricing is not published.

Watch: Satellite and Earth observation data access and LLM inference scale with query volume and the area analyzed; pricing is undisclosed.

Assail

Contact sales

Watch: Likely priced by applications or targets under continuous testing; managed cloud versus on premises Campaign Agent deployments may price differently.

Assembled

tiered subscription (Core, Pro, Enterprise), quoted through sales

Not public; custom pricing across Core, Pro, and Enterprise tiers, quoted through sales

Watch: Advanced forecasting sits in Pro and Enterprise, so the entry Core tier may not cover full workforce management, and cost scales with agents, channels, and volume across the blended workforce.

Astelia

not published; enterprise contract likely scaled by environment size or assets

No public pricing; enterprise contracts are quoted through sales

Watch: As an exposure management platform scoped to an enterprise's environment, cost likely scales with the number of assets, network size, and integrations under analysis.

Astral

not disclosed

No public pricing; closed beta with request based access.

Watch: Browser automation that bypasses platform terms of service may carry account or compliance risk, separate from any subscription cost.

Atlassian

per seat on the underlying Atlassian plan, plus Rovo credits per request

Included in paid Atlassian Cloud plans; plan prices published by Atlassian

Watch: **THE PER AGENT VERSUS PER REQUESTER DISTINCTION IS THE ONE TO GET RIGHT: Service Collection is priced PER LICENSED OPERATOR, not per employee raising tickets, so the AI budget depends on how many agents you license rather than how many people ask questions. That is unusually favourable for employee service desks, where requester counts dwarf operator counts.** The credit model then layers on: Rovo Chat and Agents cost 10 credits per request and Deep Research costs 100, so a research heavy workflow burns ten times faster than a chat one. **Credit allowances differ sharply between collections, so the same Rovo usage can be comfortable on Teamwork Collection and constrained on a single product plan - if you are upgrading mainly to get Rovo, count the FULL PLAN UPGRADE as the AI investment when modelling ROI, not the credit line.** Rovo is Cloud only, so Data Center customers cannot buy it at any price.

Atomicwork

credits or outcomes, with coworker and user tiers

From $25,000/yr

Watch: Additional AI Coworkers cost $499 per coworker per month above the plan's count (2 on Professional, 5 on Business, 10 on Enterprise); credit draw scales with steps, tool calls, output length, coworker handoffs and model tier, with the vendor's own examples running from 1 credit for deterministic routing to 100 for an investigating coworker; outcome plans carry annual minimums of 25,000, 12,000 and 8,000 outcomes; custom roles, skills, tools and performance tuning start on Business and custom models, harnesses and runtime on Enterprise; the full platform on outcome pricing adds 25 percent or more of net spend.

Attention

Custom enterprise subscription, quoted by sales and scoped to team size, seats, and needs; typically annual

Custom pricing · contact sales (no public rate card)

Watch: Pricing is opaque and positioned at the higher end as the company moves upmarket; total cost depends on seat count and scope negotiated with sales. Value depends on broad team adoption.

Augment Code

hybrid

From $100/mo flat · Business (up to 50 seats)

Watch: Credit velocity is the real cost driver, not sticker price - a single complex task can eat thousands of credits, and NOT manually switching to cheaper models (Haiku vs Sonnet vs Opus) 'lights credits on fire' (one user burned 51,000+ credits in a day; an extreme heavy user approached ~$15K/mo); plan credits don't roll over (underuse = overpay); the 2025-26 pricing migrations (message-to-credit, then completions sunset, then individual-tier retirement) eroded user trust; no permanent free monthly tier

Autobound

usage credits, metered per API action

Free to start with 1,000 credits and no card. Paid packs are one-time: $19 for 2,000 credits, $49 for 5,444, $149 for 19,867, $499 for 83,167, $1,299 for 288,667 and $4,999 for 1,249,750.

Watch: Cost is driven by how many signals come back, not by how many calls are made: enrich charges 2 credits per signal returned, and the vendor's own worked example puts a company enrich at roughly 8 signals, about 16 credits, so 1,000 companies is about 16,000 credits and exceeds every pack below Pro. Search charges per result rather than per query. The mitigations are real and published, though: zero-result requests are free, credits never expire, packs pool, and exports are priced by topic count rather than row count so a 10 million row pull costs the same as one row. SSO and dedicated infrastructure sit above the published tiers on custom volume.

AutogenAI

not disclosed

Not published; reported enterprise tier

Watch: Manual version control during multi contributor bids and the absence of native visual content generation both push work back onto the team or into other tools

AutoGPT

Subscription sets included AutoPilot Chat usage; agent runs draw from a prepaid credit wallet at the same rate on every plan.

Free to self-host the full open source platform with your own model API keys and hardware; the hosted cloud offers Pro, Max, and Team subscription plans with a pay as you go credit wallet for agent runs and deliberately no free cloud tier.

Watch: Self-host cost is dominated by your own model API keys and infrastructure; on cloud, heavy research agents consume more credits per run and the wallet must be topped up, so agent workload drives spend.

Automat AI

subscription plus usage

Contact sales (subscription plus usage)

Watch: Usage based component means high volume runs (thousands per day) drive cost; managed service and forward deployed engineering may carry a platform or services fee on top of usage.

Automation Anywhere

bots, consumption, and connected models

Not public for paid editions; enterprise pricing quoted through sales, with a free Cloud Community Edition

Watch: Because models are bring your own, foundation model token costs sit outside the platform fee and can grow with agent usage.

Autonom8

custom

Not published · free signup, then contact sales

Watch: Nothing is published, so all cost is scoped in conversation. The v3.0 launch claims a 75% reduction in total cost of ownership, which is a vendor efficiency claim rather than a price. Watch two things specifically: the platform spans four modules (A8Studio, A8Flow, A8Chat, A8iQ, plus A8Solo) and it is not published whether these are licensed together or separately, and the acquisition by Uniphore may move packaging and pricing into the Business AI Cloud.

AutoRFP.ai

project allocation, unlimited users

$899 per month (Scale), $1,299 per month (Accelerate), Enterprise custom

Watch: Project allocation is the binding constraint rather than seats, and library maintenance requires a dedicated owner or draft accuracy degrades

Avesha

Enterprise engagements scoped to environment size and workloads; self hosted install with provisioned credentials.

Enterprise pricing; not publicly listed

Watch: The agent requires the customer's own OpenAI API key, so model usage is billed separately; cost scales with monitored infrastructure and GPU workloads.

Balerion AI

not disclosed; likely per loan or platform

Contact sales; no public pricing. Enterprise, embedded into lender workflows.

Watch: Cost likely scales with loan volume; integration into the origination stack requires an implementation engagement. Recently out of stealth, so terms may still be evolving.

BambooBox

platform subscription plus managed ABM services

No public pricing; a platform plus forward deployed ABM experts (managed service) sold to enterprise revenue teams via demo and sales.

Watch: The forward deployed expert component adds services cost on top of platform licensing, and program scope can expand cost.

BAND

not published; early stage enterprise infrastructure

No public pricing; contracts appear to be quoted through sales

Watch: As a coordination layer sitting across an agent fleet, cost would plausibly scale with the number of agents or interactions coordinated, though nothing is published.

Bardeen

credits

From $10/mo · free tier

Watch: Credit MATH is the real cost, not the headline price - enrichment triples credit burn (3 credits/row) and high-frequency cloud automations (running 500+ times/day) deplete credits fast (one tested 5-person team's true cost rose ~$10 to $25/user/mo after enrichment overages); credits don't roll over (expire each period); CHROME-ONLY (no Firefox/Safari/Edge - limits team adoption); browser-scraping playbooks are FRAGILE - LinkedIn/Salesforce UI changes break them, requiring repair every few weeks; Bardeen has NO own B2B data (it scrapes visible pages)

Base44

credits

From $20/mo

Watch: Two independent credit pools (either can block you), non-rollover credits, no separate credit top-ups, error/retry loops burning credits, backend/database/auth don't export (frontend-only GitHub export)

Baz

per seat team and enterprise tiers, with a free trial and on demand starter option

Free trial and on demand starter on the GitHub Marketplace; paid team and enterprise pricing not fully public

Watch: Paid team and enterprise pricing is not fully public, and cost typically scales with seats and repositories once past the free trial and starter.

Beam

per second and per millisecond compute (GPU, CPU, RAM)

Free Developer ($30/mo credits); Team $89/mo; open source self host; per second GPU and CPU

Watch: Serverless CPU rate (about $0.19 a core hour) is higher than some pure CPU sandbox competitors, so steady high volume pure CPU workloads can be cheaper elsewhere. GPU heavy usage still scales with runtime, though no cold start or image pull billing softens the high churn agent pattern.

Beam AI

Per month by plan tier, gated on task or automation volume and consuming Beam tokens, with base-integration count as the other axis; managed service and professional services priced separately

Free tier at $0; lowest published paid plan $50 per month (Pro, 200 tasks) on beam.ai/pricing, against Grow from $499 per month on beam.ai/pricing-2 — the two published pages disagree

Watch: EVERY PAID TIER IS QUOTED AS A FROM PRICE, on both pages, which means none of the published numbers is a ceiling. CONSUMPTION IS METERED IN BEAM TOKENS against a monthly task allowance and the allowances are small at the bottom of the range — 200 tasks per month on the $50 Pro tier, 20 on the free tier — so a real workload moves tiers quickly and the entry figure will not describe a production deployment. BASE INTEGRATION COUNT IS A SEPARATE GATE and is rationed by tier: one at the low end, three at Scale, custom above that, so the cost of reaching a fourth system is a tier upgrade rather than a line item. THE MANAGED SERVICE IS A DIFFERENT PURCHASE ALTOGETHER at from $9,990 per month — Beam's own trained staff make the critical decisions, which is people, not platform, and a buyer comparing it against the software tiers is comparing different things. ON-PREMISE AND CUSTOM HOSTING ARE ENTERPRISE-ONLY and carry no published price, and professional services for advisory and migration are scoped per engagement. A ONE-TIME SETUP FEE IS PLAUSIBLE at the top of the range and is not published first-party.

Bernstein

none

Free and open source (Apache 2.0)

Watch: Parallel orchestration multiplies underlying agent subscription and API costs; sandbox backends E2B and Modal are paid third party services if used; solo maintainer with no commercial support offering

BIK

Monthly Shopify App Store subscription plans (USD), with likely per message channel fees

Paid plans via the Shopify App Store, billed in USD; exact plan prices are not published in retrieved sources.

Watch: Conversational channels such as WhatsApp typically incur separate Meta conversation fees; some engagements have required advance payment per merchant reviews.

Blackbox AI

hybrid

Free tier · Pro $10/mo (~$8/mo annual) · Pro Plus $20 · Pro Max $40

Watch: Fluctuating/opaque credit limits, premium models + Chairman workflow gated behind Pro+, free-tier daily caps and throttling, short annual-refund window, no mid-tier Team plan between Pro and Enterprise

Bland AI

hybrid (plan tier sets the per minute rate, then per connected minute usage)

Start $0.14/min with no platform fee; Build $299/mo at $0.12/min; Scale $499/mo at $0.11/min; Enterprise custom

Watch: Transfers on Bland numbers add a per minute surcharge, warm transfer hold time bills at the plan rate, SMS and text to speech bill separately, number rental varies by region, and international numbers add per minute cost. The monthly plan fee does not include any minutes.

Blink

Credit-based: each message to the AI agent consumes credits by complexity (unused credits roll over); paid tiers add usage, custom domains, code export, and per-seat team workspaces

Free · Starter $25/mo ($13/mo annual)

Watch: Credits are consumed by request complexity and by model tier, with Advanced models such as GPT-5.2 and Claude Opus costing more per request than Fast models, so cost depends on which model the builder is set to. Free users are blocked once the 30/month cap is reached. Production hosting runs on workspace credits from 50 a month at the 10K-visit tier, so hosting scales with traffic rather than a flat fee. Blink Claw agents are billed separately for container time and LLM usage. All fees are non-refundable.

Blitzy

lines of code generated, plus onboarding volume by tier

Explore $0; Concept Validation $50,000 over 2 months; Structured Pilot $250,000 over 6 months; Enterprise $500,000+ per year on a 36 month term; Transformation $10M+ per year on a 48 month term. Usage metered at $0.20 per line generated

Watch: Contract terms are long at 36 and 48 months, and the platform explicitly delivers about 80 percent of scope, so the remaining 20 percent of engineering effort must be budgeted alongside the licence

Blue Yonder

flat

Contact sales

Watch: Significant implementation/integration costs; multi-module platform; pricing requires direct engagement

Bluebricks

Enterprise engagements available directly and via AWS Marketplace, where recurring usage fees appear on the AWS bill.

Enterprise pricing; not publicly listed (direct or AWS Marketplace)

Watch: Purchased via AWS Marketplace, additional AWS infrastructure costs apply; cost scales with managed cloud environments and usage.

Boomi

platform edition plus agent capabilities

Not public; Agentstudio Base Edition included in Boomi Enterprise Platform editions, with more via enterprise sales

Watch: The base agent edition is bundled, but advanced governance, additional connectors, and data volume can raise platform cost. Confirm what Control Tower and Agent Designer capabilities are included versus paid upgrades.

Botify

custom enterprise contract, scaled to site size, features, and managed services

Not public; custom enterprise pricing, with third party estimates from ten thousand to fifty thousand dollars or more each month

Watch: Consulting and managed services, additional modules like SpeedWorkers and Agentic Feeds, and growth in pages crawled can raise cost well beyond an initial platform quote.

Botpress

conversations

$150/mo

Watch: Conversation packs auto-add on overage (no hard stop on paid), third-party channel fees (WhatsApp via Meta, SMS/voice via Twilio) billed separately and can exceed the subscription, 'renewal shock' from traffic spikes, legacy workspaces still pay separate AI Spend

Box

per user enterprise plans, with AI capabilities gated to Enterprise Plus and Enterprise Advanced

Box has public per user Business plans, but the Box Agent requires Enterprise Plus or Enterprise Advanced, which are quoted

Watch: The Box Agent and AI Studio are gated to the Enterprise Plus and Enterprise Advanced tiers, and file creation and Pro and Expanded modes are beta or Enterprise Advanced only, so AI value depends on the higher, quoted tiers.

Braintrust

usage

Free Starter (1 GB data, 10K scores) · Pro $249/mo

Watch: Overage billing has no hard spending cap: extra processed data runs $3/GB and extra scores $1.50 per 1K, so a heavy month can push the Pro bill well past $249. Starter's 14 day retention usually forces the upgrade before the data cap does. SAML/OIDC SSO, custom RBAC, BAA, and self hosting are Enterprise only.

Brev

Per organisation per month on a published Growth plan, with agent work metered in credits; users are unlimited and not a billing axis

$250 per organisation per month (Growth), unlimited users; $100 in free credits to start with no card; Enterprise custom

Watch: THE $250 IS A PLAN FLOOR, NOT A BILL. Credits are the real cost driver and they are consumed by exactly the behaviour the product is bought for — agents fetching data, drafting check-ins, running analyses and coaching owners. The published illustration of what $250 covers (about fifteen goals, sixty meetings, two teams per month) is the vendor's own words ONE POSSIBLE USAGE SPLIT, and a larger org running more cadences consumes more at the same plan price. NO CREDIT RATE IS PUBLISHED: nothing states what a credit costs, how many a check-in or a meeting consumes, or how the $100 starting balance converts, so a buyer cannot model spend before signing up. THE HUNDRED-USER LINE IS ALSO THE SECURITY LINE, which is the sharpest watchout on this card: SSO, SCIM, RBAC and MFA are Enterprise-tier items, so an organisation that needs federated identity is in a custom-priced negotiation regardless of how few credits it consumes. Deployment is cloud only with no published region or residency option, so a buyer with requirements has nothing to evaluate and must scope it through sales. The MCP server and CLI are itemised as always included but are in early access behind a request form, so a buyer counting on them should confirm availability before purchase. Mitigating this: spend caps, threshold alerts and per-agent consumption reporting are documented, and Enterprise adds org-wide budgets and per-team limits.

Brief

Not published. What is documented is the billing machinery rather than the axis: Stripe is named as the payments processor and account deletion CANCELS ANY ACTIVE SUBSCRIPTION WITH STRIPE, so paid recurring subscriptions exist behind the access gate. Brief's MCP scope documentation also refers to an invitation's STATUS AND TIER, which confirms more than one tier exists without naming or pricing any of them.

Contact only, by access request. Brief publishes no pricing page and no pricing entry appears in its navigation or footer; every conversion path is Request Access or an email capture. Access is invitation-based and tiered, and subscriptions are billed through Stripe, but no figure, unit or minimum is public.

Watch: No pricing disclosed; as an early access product terms are individually arranged and may change before general availability.

Bright Data

gigabytes transferred, requests, or successful results depending on product

Web MCP free tier at 5,000 requests per month; pay as you go residential around $5.04 per GB; volume commitments negotiated below sticker

Watch: Billing rules differ by product and are not surfaced at signup: Web Unlocker bills on success by default but charges EVERY request once custom headers, cookies or expect elements are enabled; Scraping Browser charges per GB including bandwidth from failed attempts; SERP API does not bill failures. Calendar month commitments and non rolling balances also generate unexpected top up charges.

Broccoli

subscription for contractors, believed scaled to call volume and locations

Not public; demo led, quoted to contractors and multi-location operators

Watch: Call volume growth and adding locations may raise cost beyond an initial quote, and outbound follow-up campaigns may be scoped separately from inbound answering.

Browser Use

usage

Usage-based (~$0.06/hr sessions, $10/GB proxy) · OSS free · $10 credits

Watch: Costs stack across THREE meters - session time + bandwidth/proxy + LLM tokens - so hundreds of concurrent sessions running for hours 'add up fast' at $0.06/hr each; the LLM markup (1.2x their model) is on top of session/proxy; there is NO permanent free cloud tier (just $10 trial credits); per-GB proxy is pricey at PAYG ($10/GB); model the expected session-hours x concurrency x token volume before committing

Browserbase

hybrid

From $20/mo · free tier

Watch: Three metered dimensions stack - browser hours + proxy GB + GB-second compute - so long or proxy-heavy runs add up beyond the base fee; cold starts take 5-10s per session (overhead on short jobs); session-minute rounding (first minute up) penalizes very short tasks; Advanced Stealth + compliance (HIPAA/SOC 2/SSO) are Scale-only; concurrency is plan-capped (1-3 free to 25 Developer to 100 Startup)

Browserless

plan allowance plus metered units, concurrency scaled

Free tier; paid plans reported from about $25 per month (Prototyping) to about $350 per month (Scale); Enterprise custom. Annual billing saves 30 percent

Watch: Proxy and CAPTCHA consumption is billed on top of plan allowances, cost climbs with concurrency rather than requests, and COMMERCIAL self hosting requires a licence even though the Docker image is free for non commercial use

Byron

Contact for pricing

Watch: Busy season volume can raise effective cost if pricing scales with returns processed.

CalypsoAI

Subscription scaled by inference request volume, data processed, and modules enabled

Contact sales

Watch: Total cost scales with inference volume, data processed, and the number of modules (Red Team, Defend, Observe) enabled. Post acquisition packaging may shift to F5 AI Guardrails licensing.

Cambio

enterprise SaaS; axis not published, likely scales with portfolio size and buildings under management

No public pricing; enterprise SaaS contracts are quoted through sales

Watch: As a portfolio scale platform, cost likely tracks the number of buildings, square footage, and geographies under management, so large multi country estates should expect contracts to scale accordingly.

camelAI

seats and usage, plus enterprise self-hosted

Free tier available (start free, no SQL needed); self serve paid and enterprise tiers (self hosted, VPC) with pricing not retrieved this session.

Watch: Usage on larger data warehouses and heavier agent scheduling may raise cost; enterprise self hosted and VPC are quote based.

CapOut

Token based usage; consumption scales with the number of claims and documents processed.

Free to start with a small token allotment and no credit card. Usage runs on a token model and paid tier figures are not published.

Watch: Token consumption scales directly with claim and document volume; heavy users will need paid token packs whose rates are not published.

Capsule Security

Contact sales

Watch: Likely priced by agents or environments under protection; the open source ClawGuard is free but the managed platform is not.

Carly

Monthly subscription for AI agents, metered against an LLM credit allowance; workflow steps that call no model consume nothing. Whether the rate is flat per workspace or per user is unresolved

AI agents from $35 per month; free tier with deterministic workflows and no AI

Watch: THE FREE TIER CONTAINS NO AI, which is the watchout rather than a criticism: it is deterministic workflows and a calendar view, so it does not exercise the product a buyer is evaluating. Anyone assessing the agents must be on the paid plan. THE $35 IS QUOTED AS A FROM PRICE and consumption is metered against an LLM CREDIT ALLOWANCE described only as GENEROUS — no credit rate, no allowance figure and no overage price is published, so a buyer cannot model spend before signing up. The mitigating design is real and unusual: steps that call no model are free, so the plumbing half of an automation estate carries no marginal cost and exposure concentrates in genuinely AI work. WHETHER THE RATE IS FLAT PER WORKSPACE OR PER USER IS UNRESOLVED and matters a great deal at team scale — the vendor contrasts itself with per-seat rivals that multiply across a team, while one third-party review states $35 per user per month. THE SECURITY SURFACE IS NOT ON THE PUBLISHED PLAN: no attestation exists at any tier, and team management and admin controls are reported only at an unpriced Enterprise tier, so an organisation needing either is in an unscoped negotiation. Deployment is cloud only with no region or residency option to buy.

Carson

Undisclosed; early access with hands on installation

No public pricing; early access on request

Watch: Pricing and contract terms are undisclosed; as an installed enterprise agent there may be setup or per seat costs, none of which are published.

Cartesia

credits (characters, seconds) and agent minutes

Free plan; Pro from $4/mo; Startup $39/mo; Scale $239/mo; Enterprise; usage on credits and agent minutes

Watch: Free tier credits (about 20,000 characters) exhaust quickly, so overages are common in production. LLM usage during calls on Line is currently a free promotion with no committed timeline, which makes long term cost modeling uncertain. Line telephony rate is highest on Pro.

Cased

Open source CD component free; hosted agent platform pricing not published.

Cased CD, the continuous deployment dashboard, is open source and free to self host. Pricing for the hosted Agents, Telemetry, and API platform is not published.

Watch: Agent runs and model inference on the hosted platform scale with usage; self hosting Cased CD carries infrastructure cost.

Catalog

Undisclosed; likely managed subscription for brands and usage based API for builders.

Not publicly listed; early access

Watch: Refresh frequency, catalog size, and API call volume could drive variable cost once priced; terms are set directly with the company.

Causa Prima

Free (SMB); contact for enterprise

Watch: Transaction or network based pricing could scale with payment volume, and early stage integration work may be required to connect counterparties.

Causely

enterprise contract

Contact sales; no public rates

Watch: Causely is a root cause engine, not a remediation or incident management suite, so a full workflow may require pairing it with other tools, adding overall cost even though Causely deploys quickly.

Celonis

not disclosed; enterprise platform subscription

Contact sales; no public pricing. Enterprise, multi year contracts.

Watch: Implementation and data connection effort across SAP, Oracle, and other systems; multi year minimum terms; per platform costs for agents built in Copilot Studio, watsonx, or Bedrock sit outside Celonis.

Cendra

Subscription scaling with the number of properties or listings managed.

A free trial, then plans start at about fifty dollars per month for up to three properties and scale with portfolio size; some sources cite roughly ten dollars per listing.

Watch: Cost scales with the number of properties or listings, and AI message volume grows with guest traffic; model usage is bundled but undisclosed.

Certo

software as a service, scaled to products, markets, and modules

Not public; sold as software as a service to consumer goods brands, quoted through sales

Watch: Expanding market coverage across many geographies may raise cost as more regulatory rule sets apply.

Chamber

B2B SaaS (pricing page exists; figures not captured); customer bears own GPU cost

A pricing page exists and the product is positioned as B2B SaaS, but specific plan prices were not captured; a demo and founder conversations are offered.

Watch: Because Chamber deploys into the customer's own cluster, the customer continues to pay all underlying GPU and cloud costs; Chamber's fee is on top and was not captured.

Champify

volume of contacts and accounts monitored

Core from $2,000 per month for 15,000 tracked contacts, Pro from $3,000 for 40,000, Enterprise from $6,000 for 150,000. Unlimited Salesforce users on every tier.

Watch: One-time onboarding fee (~$3,000-$4,000), annual contracts, tiers gated by tracked-contact volume, undisclosed add-on pricing (InsiderAI, Calendar Sync) on Core, 14-day lag, and the separate sequencer + verified-email provider you still need to act on alerts (budget ~$3,500-$8,000+/mo all-in)

Chargezoom

monthly plan tiered by annual processing volume, plus per transaction processing fees

Free; paid plans from $95/month

Watch: Per transaction payment processing fees; surcharging and Level 3 data enrichment tied to processing volume.

Charta Health

not disclosed

Not published

Watch: A dedicated Charta AI engineer trains and retrains the customer environment, which is a service component that should be scoped for continuity as well as cost

Chatbase

credits

From $40/mo · free tier

Watch: Model-weighted credit burn (premium models 3-5x faster), auto-recharge ballooning bills on erratic volume, branding removal ($39/mo+, up to ~$99-$199 by tier), custom domain add-on (~$59/mo / Enterprise), extra agents ($7/mo each), 2026 credit-allotment cuts, free agents deleted after 14 days idle

ChipAgents

Not disclosed. No unit of pricing is published — not per seat, per project, per design, per token or per engagement

Not public; enterprise licensing, sold through a demo engagement

Watch: NOTHING IS PUBLISHED, SO EVERY COST IS A NEGOTIATION, and the shape of the product suggests where the variability sits. ON-PREMISE DEPLOYMENT IS OFFERED AND NOT COSTED: installing into a semiconductor company's own environment normally carries implementation, integration and support components separate from licence, and none of that is described. THE INTEGRATION SURFACE IS THE LIKELIEST SCOPE CREEP: the platform is stated to work alongside existing simulators, coverage databases and bug tracking systems, and not one counterparty product or version is named publicly, so which of a buyer's existing EDA tools are supported out of the box and which require work is a discovery-call question rather than a documented fact. NO USAGE MODEL IS DISCLOSED — whether the platform meters by seat, by project, by design, by simulation volume or by tokens is unknown, which matters because agentic verification work scales with regression volume rather than headcount. A SECOND ORDER POINT WORTH RAISING WITH A BUYER: the vendor reserves signoff judgement to human engineers by design, so this displaces engineering hours rather than headcount, and the business case rests on cycle time rather than on replacing verification staff.

Chord

not published; enterprise contract likely scaled by revenue band or data volume

No public pricing; contracts are quoted through sales

Watch: Chord pitches savings by consolidating multiple martech and analytics tools, so its own cost should be weighed against the stack it replaces rather than in isolation.

ChurnZero

Annual subscription scoped to customers under management, seats and modules, with all AI agents bundled into one annual AI subscription priced on flat-rate tiers plus pre-purchased AI credits

Not public; quoted through sales engagement, with Agentic Essentials offered as a bundled subscription

Watch: Cost scales with the size of the customer base under management and the number of agents and modules enabled, and services for implementation may be a separate line.

Circleback

Per user per month, four published tiers, with a monthly and yearly toggle on the pricing page. Free $0, Pro $15, Business $25, Enterprise $35 per user per month as displayed. Sign-up links carry an explicit annual billing interval, and the page's monthly and yearly figures could not be cleanly separated from the rendered markup, so the displayed rate is recorded and the monthly premium is not.

Free tier at $0 per user per month with unlimited meetings, then Pro $15, Business $25 and Enterprise $35 per user per month, all published. Paid tiers offer a free trial; Enterprise additionally offers contact sales.

Watch: Per user pricing is reported to become expensive for very large teams without annual discounts, and some advanced security and enterprise features sit behind the Enterprise plan - so a security led buyer may find the tier that satisfies procurement is not the tier that fits the budget. Platform coverage is worth confirming for any specific device: an Android app was listed as PLANNED in coverage and may not be fully released. **A PRICING LADDER APPEARING IN A CIRCLEBACK COMPARISON POST (free at roughly 10 meetings, then 19, 49, 79 and 129 USD per user) WAS DELIBERATELY NOT CARRIED HERE - it sits immediately before a paragraph about a different vendor with no clear attribution line, and it is ambiguous which tool it describes.**

Circuit & Chisel

believed transaction or settlement fees on agent payments (not disclosed)

Not public; newly launched payments infrastructure with commercial terms not yet detailed

Watch: Stablecoin settlement and network costs may apply on top of any protocol fees.

Clawvisor

free open source and free cloud tier, with a negotiated enterprise license

Cloud service free to try with no credit card; self hosting free and open source; enterprise plan (SSO, SAML, private cloud or on premises, audit and compliance) priced by contacting sales, with no public tier in between.

Watch: Self hosting shifts cost to the operator's own infrastructure and chosen LLM provider (Anthropic, OpenAI, Ollama, Groq or Vertex AI); the software is described as experimental and not security audited.

Clay

Usage based: monthly subscription tier plus two credit pools, Data Credits (marketplace data/AI) and Actions (platform operations). Unlimited seats.

Free · Launch $185/mo (2,500 Data Credits) · Growth $495/mo (6,000 Data Credits) · Enterprise custom · usage-based (Data Credits + Actions)

Watch: Multi-provider waterfalls and mobile phone lookups can consume many credits per contact; top-up packs add ~30%; LinkedIn enrichment effectively requires a Sales Navigator subscription (~$99/user/mo); and a sender, warmup, and CRM are needed separately. Workflow-building time is a real operational cost.

Cleavr

subscription sized to company revenue and receivables volume, no commission on collected amounts

Contact for pricing

Watch: Because pricing is a percentage of collected cash, total cost rises with the volume recovered; contractual terms and minimums are not public.

Cleric

enterprise contract

Contact sales; mid market positioning, no public rates

Watch: Diagnosis quality depends on the coverage and quality of existing telemetry integrations, so thin observability coverage reduces value at any price. Mid market positioning suggests lower entry than the unicorn tier vendors but no number is published.

Clio

seats

From $49/user/mo (Starter); AI included on Core and above

Watch: AI is only on Core and above, which are quoted; Clio Work is a separate product with its own pricing.

Closely

connected LinkedIn accounts plus metered credits

Starter $49 per month for one LinkedIn account. Growth $127, or $87 on annual billing, with three accounts and 3,000 credits. Essential $205, or $145 annual, with five accounts and 5,000 credits. Custom tier above that.

Watch: Credits are the variable and they are spent unevenly: a phone lookup costs twenty credits against four for an email search and two for an AI personalisation, so a calling-led team will exhaust an allowance an order of magnitude faster than an email-led one. The vendor's own published accuracy figures make that worse rather than better, at over 95 percent for email against around 65 percent for phone, so the expensive lookup is also the less reliable one. Scaling is by connected LinkedIn account rather than by seat, so growth means buying senders. Annual billing carries a roughly 40 percent discount, which is a large enough gap that monthly buyers are paying a substantial premium. The white-label agency offering is priced separately.

Clutch Security

enterprise contracts, structure not publicly documented

No public pricing; enterprise contracts are quoted through sales

Watch: The number of connected environments and integrations under management is the likely driver of both deployment effort and contract size.

Cobl

per user per month, plus document limits on free tier

Free tier (3 documents per month); paid subscription at EUR 29 per user per month (about $31 to $33). Larger deployments arranged directly.

Watch: Per user pricing scales with team size, and heavy document volume may push organizations toward larger negotiated plans. The free tier's three document per month cap is quickly reached by active sales teams.

CoCounsel

seats

Not published; rate card gated behind a qualification form

Watch: Case law research comes with the Westlaw Advantage bundle and practice guidance with the Practical Law bundle rather than the AI only plan; discounts need two or three year terms; firms over ten attorneys lose the online path.

Codebuff

Managed paid tiers are credit-based (usage). The open source CLI is free to self-host (you pay your own model provider or run local models). Freebuff is free and ad-supported.

Freebuff free (open source, ad-supported) · Codebuff paid credit-based from ~$100/mo up to ~$500/mo · open source (MIT), BYO models

Watch: Own-model-key path incurs provider token costs that can spike on large codebases; multi-agent runs use more credits/tokens than single-model tools; managed power-user tier reaches ~$500/mo.

CodeRabbit

hybrid

Free · Pro $24/dev/mo billed annually ($30 monthly) · Pro+ $48 · Enterprise on contact

Watch: Rate limits are per developer per hour and adapt downward under sustained high volume: Pro drops from 5 reviews per hour to 1 once a developer exceeds 60 reviews in 7 days, so heavy AI assisted pipelines may need the usage based add on. Self hosting requires Enterprise with 500 or more seats. SSO, custom RBAC and audit logging are Enterprise only. Every incremental review after a push consumes an included review.

Cofia

Not published; early access.

No public pricing; request early access, with pricing likely custom based on organizational needs.

Watch: As a desktop agent that observes work and runs cloud automations, cost will likely track seats and automation volume, and enterprise trust and security review add adoption overhead; none of this is published.

Cognee

tokens processed

Open source self host free; Cloud Free ($0, 1M tokens); Cloud Pro $2.50 per 1M tokens; Enterprise

Watch: Persistent memory trades an upfront ingestion token cost for cheaper queries, with break even around two dozen repeated queries, so low reuse workloads pay more per answer. Running your own graph and vector databases at scale adds operational cost.

Cognigy

licence plus usage, telephony and implementation services

Not published; independent reviews report enterprise only pricing typically starting above $300,000 per year

Watch: Telephony and implementation services sit outside the licence, and the blank canvas design means substantial internal or partner engineering effort to design, build, test and maintain agents

Cognition

quota + usage beyond quota

Free · Pro $20/mo · Max $200/mo · Teams $80/mo + $40/seat · Enterprise custom

Watch: Usage beyond quota, Devin Review runs, Ask Devin/DeepWiki usage

Coldreach

Tiered monthly subscription by plan (volume/features), plus a fully managed Done-For-You option; signal volume and seats factor into tier

Starter $899/mo · Growth $1,099 · Pro $1,499 · Enterprise $1,999 · Done-For-You $3,000/mo

Watch: Deliverability is included, but CRM integration requires Growth ($1,099) or above; the fully managed Done-For-You plan is $3,000/mo. Results depend heavily on how well buying signals are defined.

Command Zero

not disclosed

Not published; quote only

Watch: None surfaced in the material retrieved; the federated read only model avoids the data ingestion and storage costs that accompany SIEM centric alternatives

CommerceIQ

enterprise subscription scoped to retailers, modules, and brand portfolio

Not public; enterprise subscription quoted through sales, scoped to retailers, modules, and brand portfolio

Watch: Adding retailers, modules, or managed retail media budget can move the subscription to a higher tier, and services or onboarding may be separate.

Common Room

seats and connected data sources

Not verified; third party sources report entry at either 625 or 2,100 dollars per month billed annually

Watch: Pricing reportedly scales with connected data sources as well as seats, so the bill grows as more signal systems are wired in rather than only with team size

Commure

seats and services (enterprise contract)

Contact sales; enterprise contracts across ambient documentation tiers and revenue cycle services

Watch: Service tier drives cost: Go (AI only) sits well below Assist (specialist support) and Live (synchronous human documentation), and revenue cycle services are typically priced separately from documentation seats. Post acquisition product consolidation may reshape packaging.

Composio

usage

Free (20K tool calls/mo) · from $29/mo (200K calls)

Watch: Overage is priced roughly 2x the bundled rate ($0.299/1K vs ~$0.145/1K bundled on the $29 plan), so sustained overage makes the plan upgrade the rational move. Premium tool calls burn allowance at 3x. Hourly rate limits cap bursty agent workloads.

Confident AI

Per seat per month plus $1 per GB-month of data ingested or retained

From $19.99/seat/mo · free tier + open source

Watch: Data retention adds $1 per GB-month, which can grow with high trace volume and long retention even though trace counts are unlimited.

Connected-Stories

Usage-based, scaled by consumption and quoted against company size; the unit of consumption is not published.

No rate published. The vendor publishes a usage-based model, pay only for what you use, with four company-size bands from 1-50 through 10,000+ staff, but every band routes to an enquiry form rather than a price.

Watch: Cost scales with creative production volume, campaign activation and ad-format complexity, and media spend on the advertising platforms is separate and additional. The metered unit is not published, so the exposure cannot be sized from the pricing page.

Connecty AI

Per seat or usage based; query volume and warehouse compute scale with use.

Not public as fixed figures. Connecty AI has indicated a per seat or usage based model and is demo and waitlist gated; exact prices are not published.

Watch: Query volume and warehouse compute in the customer's own data warehouse scale with usage; per seat costs grow with team size.

Consio

call minutes

Thirty dollars for one hundred minutes

Watch: Carrier and number registration costs may apply for compliant calling and SMS; outbound campaign minutes add up quickly against small included quotas.

ContraForce

Monthly platform subscription plus pay as you go investigations.

From two hundred forty nine dollars per month plus pay as you go investigations; a free getting started option is offered.

Watch: Investigation volume is billed pay as you go on top of the platform subscription, so incident-heavy months raise cost; multi-tenant scale pricing is not published.

ControlUp

enterprise subscription scaled to endpoints or devices under management

Not public; free trial, then quoted

Watch: ControlUp for Apps and ControlUp for Compliance are add-ons to ControlUp for Desktops (Apps requires the Advanced tier); Essential tiers keep one month of historical troubleshooting data against one year on Advanced and ControlUp ONE; the AI Assistant is licensed separately with an interaction-credit allotment by license level and credit packs of 5,000 interactions sold on top, with a stated limit of 10 messages per user per 3 hours.

Convey

plan scaled to value delivered

Not public; enterprise sales, plan based and scaling with value delivered

Watch: Because pricing scales with value delivered, expanding teammates across more processes or departments raises the plan. Confirm the onboarding cost and what implementation support the plan includes.

Conveyor

credits, where one credit equals one organization with unlimited users from a domain, plus questionnaire and RFP volume

Free tier available; Professional starts at $9,600 per year, billed annually (about $800 per month)

Watch: The free tier excludes the questionnaire automation that is the main reason to buy, annual commitment is required with no monthly option, and credits are consumed per organisation interacting with gated content

Copy.ai

hybrid

Free (limited) · Starter $49/mo · Advanced $249 (GTM workflows)

Watch: Workflow credits on Advanced can run out fast; long-form output needs heavy editing; no native SEO/image/scheduling tools (stack separately).

Corelayer

Not published; enterprise production-support platform.

No public pricing; demo-led enterprise sales, with an on-site ROI calculator to estimate savings on production-support costs.

Watch: Regulated-industry deployment (on-prem, confidential compute, BYOC) and data volume drive contract size; none of these rates are published.

Cosine

Flat monthly subscription with a bundled credit pool per tier, not per seat. Credits are consumed across agent work, model calls and cloud execution, so burn varies with task size, model choice and runtime; per-model credit multipliers range from Lumen Scout at 0.1x to GPT 5.5 and Claude Opus at 2.75x. Add-on credits are purchasable at any time on all tiers. Enterprise and private deployment pricing is scoped with sales because infrastructure, support and security requirements vary.

Starter $19/mo (4M credits)

Watch: Credit pool exhaustion pauses work (top-ups add cost); no rollover; Professional seats + top-ups scale quickly; BYO path shifts cost to your own model subscription.

Cosmon

subscription tiers plus custom build-outs (B2B licenses)

Subscription with multiple tiers plus custom build outs (B2B licenses). No public list pricing retrieved this session.

Watch: Custom build outs for additional CAD/CAE/PLM integrations and local (on premise) deployments likely add to cost. Pricing scales with seats and the breadth of integrated engineering tools.

Coupa

flat

Contact sales

Watch: Significant implementation/integration costs; multi-module BSM suites; pricing requires direct engagement; supplier-network/usage components possible

Coworker

Per user per month on a standard tier at $30 with all features included, plus an Enterprise tier priced on application. Enterprise entitlements are enumerated rather than the price: custom credit allocation, all connectors plus custom ones for internal systems, Customer Intelligence, OM1/OM2 organizational memory, 90-day meeting retention, SSO, custom SLAs, implementation services and a dedicated Customer Success Manager.

$30 per user per month, all features included, published on Coworker's own pricing page. A free trial is offered with an upgrade path; an Enterprise tier is priced on application.

Watch: Enterprise deployments (private cloud, on premises, air gapped) are scoped separately and likely priced above the per seat figure; token or compute costs from model routing may factor into enterprise contracts.

Creatio

platform tier plus AI Action volume

Platform tiers with AI included; AI execution metered via separate AI Action packages, heavy usage packs around one hundred fifty dollars; Unlimited model priced by automation volume

Watch: AI execution is licensed separately from the platform via AI Action packages, so heavy agent and workflow volume adds cost beyond the base subscription. Estimate action consumption across prompts, agents, and automations before choosing a package.

CrewAI

workflow executions / order-form

Free (50 exec/mo) · Professional $25/mo · OSS free (MIT)

Watch: Bring your own LLM API keys on every deployment, so token spend is the dominant cost and typically exceeds platform fees; batch runs multiply executions (kickoff_for_each on 50 items consumes 50 executions); unguarded agent loops can run up large provider bills, so set max iterations and per crew budgets before production.

Crogl

not disclosed

Free enterprise grade tier available for self install; paid terms not published

Watch: The free tier entered private preview ahead of general availability, so production commitments should confirm current availability and what the paid tier adds

CrowdStrike

Falcon platform subscription plus agent credit usage

Not public; sold within the Falcon platform through enterprise sales, with agent usage metered by credits

Watch: Charlotte AI depends on underlying Falcon platform and module licensing, and agent credits add usage cost. Confirm which modules are prerequisites and how credit consumption scales with SOC volume.

cubic

Per-developer/month subscription tiers with a monthly reviewed-line allowance (added/deleted diff lines cubic reads); free tier capped by monthly review count; enterprise custom

Free · Team $30/dev/mo billed annually ($40 monthly)

Watch: Reviewed-line allowances can be exceeded by high PR volume/large diffs; Pro roughly doubles+ the per-seat cost; free tier caps at 20 reviews/mo.

Cursor

hybrid

From $20/mo · free tier

Watch: The credit pool drains fast if you manually pick premium models (e.g., Claude Opus), enable Max Mode, or work in large codebases - a few Max-Mode queries can wipe a Pro pool, and heavy agent/Composer use can exhaust it in ~2 weeks; on-demand overage has no default cap (set your own); Teams Standard seats ($40) are 2x Pro and include the same $20 usage as individual Pro; Bugbot (PR review) is a separate add-on with its own tiers (Free/Pro/Teams/Enterprise); annual billing locks you in

Custify

seats, with account volume affecting tier

Reported starting around $899 per month for up to 3 seats; tiers above scale with seats and account volume

Watch: Concierge onboarding is included, which is the opposite of the enterprise pattern in this pocket where implementation is a separate five or six figure line

Cyara

not published; enterprise contract likely scaled by channels, agents tested, or usage

No public pricing; enterprise contracts are quoted through sales

Watch: As a modular suite spanning testing, monitoring (Pulse 360), AI Trust governance, and the new agentic modules, total cost depends on which modules and channels are licensed.

CyberArk

per managed identity, agent identity counting not disclosed

Contact sales

Watch: **THE UNIT IS THE RISK, AND IT IS SHARPER HERE THAN FOR OKTA. Machine identities are reported to outnumber human identities by roughly 80 to 1, and agent adoption pushes that ratio further. If agent identities are licensed like privileged human accounts, cost scales with the fastest growing population in the estate.** Independent commentary also flags that setup is heavy for smaller teams and that custom servers must be registered individually, so implementation effort is a real line item rather than a rounding error. Post acquisition, watch for bundling into Palo Alto platform agreements changing the commercial shape.

Cyware

modular components (TIP, SOAR, threat sharing); AI features optional

Contact sales (modular components)

Watch: Modular licensing means cost depends on which components (TIP, SOAR, threat sharing) are adopted; agentic AI features are optional add ons layered on the base platform.

Darktrace

coverage area and estate size, not disclosed

Contact sales

Watch: The platform is modular across six environments and four lifecycle products, so the cost driver is how much of the estate is covered rather than a headline licence. **A DEPLOYMENT SPECIFIC CONSIDERATION FOLLOWS FROM THE ARCHITECTURE: because the AI learns each customer's own patterns of life from scratch, there is a learning period before the system is fully effective, and that ramp is a real cost in analyst time even though it does not appear on an invoice.** Operational technology and network coverage historically involve sensor deployment, which carries its own installation effort.

Databricks Mosaic AI

usage (DBUs)

Free trial · usage based (DBUs)

Watch: DBU consumption spans multiple workloads (model serving, vector search, agent execution, jobs) that bill in parallel, and underlying cloud compute is billed by the cloud provider on top. Foundation Model API token costs scale with usage. Real spend is hard to predict from the rate card alone and depends on architecture and volume.

Datafold

number of legacy objects and migration complexity

Outcome based fixed price scoped per migration by number of legacy objects and complexity, with timeline and data parity guaranteed by contract. No public dollar figure.

Watch: Datafold does not provide IT configuration or education services; environment setup may require internal effort or an SI. Marketplace private offer terms may differ from direct.

Dataiku

users and platform capabilities

Free community edition; paid enterprise editions priced by users and capabilities through sales

Watch: Beyond platform licensing, running agents incurs LLM token costs from the chosen providers. The LLM Mesh Cost Guard helps enforce budgets, but heavy agent usage still drives model spend.

Day AI

per user subscription per conflicting third party estimates; official structure not retrieved

Pricing page exists but rates were not retrievable; third party estimates conflict, from about thirty dollars per user per month to custom pricing above one hundred dollars per user

Watch: If AI usage caps exist on lower tiers as one review claims, teams with heavy meeting volume may be pushed to higher tiers faster than seat count suggests.

DayDream

monthly flat fee (blog) versus hybrid flat plus percentage of collections (competitor comparison)

About four hundred to six hundred dollars per month (per vendor blog; disputed)

Watch: A percentage of collections component, if present, scales cost with practice revenue; the AI voice agent and payer calling are bundled per the vendor's zero per claim framing.

Daytona

Per second compute and memory, plus metered storage

Usage based · $200 free compute + 5 GB storage · open source

Watch: Idle time before the default 15 minute auto pause is billable, and concurrency at scale (thousands of sandboxes for RL or evals) can make spend grow quickly. GPU sandboxes cost far more than CPU.

DBOS

support and tooling tiers on top of a free open source core, plus usage based serverless compute on DBOS Cloud

Free open source library; paid Pro, premium, and Enterprise support tiers are quoted through sales with no retrievable public rates

Watch: Managed services can incur significant cost at high usage, particularly checkpoints and compute time, per third party review coverage.

Decagon

hybrid

Contact sales

Watch: ~$50,000 annual platform fee baseline BEFORE any usage (corroborated by eesel/Quiq/Featurebase/Intercom/Fin); per-conversation model charges for unresolved/escalated interactions too; 'resolution' definition is ambiguous (Decagon's own glossary admits gray areas can cause billing disputes); no native helpdesk - you still pay for Zendesk/Salesforce/etc.; professional-services/integration fees for custom ERPs.

Deel

seats

From $14 per worker/mo

Watch: Refundable ~1-1.5x monthly gross-salary deposit per EOR hire (locks up cash), 0.6-2% FX/conversion markup (not itemized), employer taxes/statutory benefits 15-45% of salary, country-specific surcharges ($50-$150+), per-entity setup (~$1,000), implementation in some regions - total EOR cost runs ~30-60% above the $599 platform fee (Deel suggests a ~1.35x multiplier)

Deepgram

usage (minutes, characters, agent minutes)

Free $200 credit; Pay as you go; Growth from about $4,000/year; Enterprise

Watch: Add ons (diarization, redaction, summarization) are billed separately and can raise effective cost meaningfully. Multichannel audio multiplies base cost by channel count. The Growth plan carries a roughly $4,000 annual minimum, and in late 2025 Aura-2 pricing doubled and STT rates rose.

DeepKeep

Not published. No seat, token, interaction or scan unit disclosed anywhere retrieved.

Contact for pricing

Watch: Modular selling means the quoted number depends entirely on which of the five capabilities are in scope: AI Firewall, AI Red Teaming, AI Agent Scanner, Model Scanning, AI Lens. Air gapped and on premises deployment typically carries different commercial terms than SaaS in this lane but no terms were retrieved. Establish which modules are included before comparing any quote.

DeepScribe

seats (per provider per month)

Contact sales; third parties estimate $350 to $500 per provider per month, some reports near $750

Watch: Estimates span a wide range ($350 to $750 plus per provider per month) depending on source, organization size, and integration depth, and the enterprise process means no way to test in your own clinical environment before procurement. Hard to justify for short low acuity visit mixes.

Default

Monthly platform fee plus per-seat (scheduling vs routing+scheduling); three plan tiers; third-party enrichment billed separately

Platform fee ~$500/mo + seats (~$20/mo scheduling, ~$45/mo routing+scheduling; admin seats free) · 3 plans (Studio/Scale unlock full features) · demo-led

Watch: Third-party enrichment (Clearbit, Apollo) is billed separately and scales with volume. The full feature set requires the higher plan tiers, and seat costs add up as the team grows. The $500/mo platform fee applies before any seats.

Delight.ai

monthly active users, message volume, and AI resolutions

No published rate for the AI agent platform; quoted through sales. The separate Sendbird Chat SDK is billed per monthly active user with public list pricing.

Watch: AI agent resolutions and premium channels such as voice and SMS carry their own usage costs on top of the base messaging subscription.

Demandbase

platform subscription plus advertising spend and AI credits

No public pricing. Every route is a demo or a sales conversation.

Watch: ~$29,000 onboarding (separate, often non-negotiable), per-seat fees beyond ~10 base licenses ($1,200-$3,000/yr), add-on modules (B2B DSP ~$60K+/yr plus $25K-$100K media minimum, personalization $30K-$60K/yr, deanonymization ~$60K/yr), 2-3-year lock-in with no monthly option, 10-15% renewal increases, dedicated marketing-ops staffing to run it, and first-year total often 50-100% above the quoted license

depthfirst

codebase size, developers, and modules

Not public; enterprise sales, scoped to codebase size, developer count, and modules

Watch: Confirm whether the dependency firewall, security reviewer, and agentic pentester are bundled or priced separately, and how pricing scales with codebase size and scan frequency.

Deputy

seats

From $5 per user/mo

Watch: A minimum monthly spend of USD $30, AUD $30 or GBP £20 per invoice applies to monthly Lite, Core and Pro plans, so a small team pays the floor rather than the headcount rate. SMS sent through Deputy is charged per 160 characters (US 1c, UK 5p, AU 5c, rest of world 7c USD) and the vendor notes many of its messages exceed 160 characters, so publishing schedules by SMS carries a real running cost. Every administrator and supervisor counts as a billable user. Adding or archiving a user bills the full month either way, and unarchiving bills a further full month. Annual plans carry no refund on cancellation and the user count cannot be reduced mid-term.

Dialog

not disclosed; likely tier plus usage/conversions

No public list pricing; try today or book a demo. Also available as a Shopify app (plan pricing not retrieved this session).

Watch: Shopify app pricing tiers were not captured; cost may scale with traffic, conversations, or GMV. Larger brand deployments are likely quote based.

Dify

credits

From $59/mo · Sandbox free demo + free self-host

Watch: Sandbox's 200 message credits carry no monthly qualifier and read as one-time, so it is a demo rather than a free production tier; message credits meter MODEL CALLS not user messages and are consumed at different rates by model type, so budget several times a naive estimate; LLM inference is NEVER included, since you either spend credits or pay your provider directly under BYOK, and inference is often the largest line; SSO IS ENTERPRISE-ONLY as of the 2026-08-31 page, not Team as previously recorded, which moves single-sign-on from a $1,590/yr line item to a sales conversation; trigger events are now a metered quota, so scheduled and webhook-driven automation consumes plan capacity independently of message credits; the modified Apache-2.0 licence BANS multi-tenant resale, so embedding self-hosted Dify in a SaaS you sell requires a commercial licence from LangGenius.

Docyt

monthly subscription per entity, quoted by transaction volume and reporting needs

From $299/month per entity

Watch: One subscription per business or location; support and additional entities are priced through sales; the plan above the floor is quoted on volume.

Dome Systems

enterprise control plane license, likely by agent estate size

No public pricing; in early access, onboarding select enterprises to work directly with the engineering team.

Watch: A control plane in the path of every tool call requires integration across runtimes and clouds, adding deployment effort alongside the license.

Drata

framework count and company size, agent governance pricing undisclosed

Contact sales; third party reported range 7,500 to 100,000 USD per year

Watch: **THE CATEGORY TRUTH APPLIES HERE TOO: no compliance platform can issue its own attestation, so an independent audit firm fee sits on top of the software and buyers who budget only the platform fee are reported to underestimate total compliance cost by 30 to 50 percent.** Beyond that, AI Agent Governance is a new product in limited availability, so whether it is bundled, a separate SKU, or priced by agent count is unknown - and agent count is the fastest growing quantity in the estate, exactly the exposure flagged on okta and cyberark. Framework add ons remain separate lines even at the lower Drata rate.

Dropzone AI

usage (investigations per year)

$36,000 per year for 4,000 investigations (about $3,000 per month); larger volumes via sales

Watch: The unit is investigations, so alert volume drives the bill: a noisy environment or a detection expansion that doubles alerts doubles consumption of the quota. Confirm how the platform counts an investigation and what happens past the included 4,000.

dSilo

Contact for pricing

Watch: Implementation, connector setup, and architecture reviews are part of onboarding; total cost depends on deployment scope and connected systems.

Dust

Per seat per month with a monthly credit allocation attached to each seat, across three seat types inside one self-serve Business plan, plus a sales-led Enterprise plan. Seats are priced in EUROS excluding VAT; programmatic API usage is priced in US dollars at $0.01 per credit. Admins assign a seat type per user and can mix and reassign them at any time.

Free seat at 0€ with 500 lifetime credits; paid entry is Pro at 24€ per seat per month billed yearly (30€ monthly), and Max at 120€ yearly (150€ monthly). All excluding VAT. Enterprise on application. Figures are euros, not dollars.

Watch: Credits meter actual usage: higher capability models consume more credits per message, and heavy agent use can exhaust monthly allocations, pushing users to Max seats or admin enabled overage (capped). Business plan caps at 100 seats, 3 connectors, and 5 Spaces; unlimited connectors, SSO, SCIM, and audit logs require the custom priced Enterprise plan.

Dux

not published; enterprise contract likely scaled by environment size or assets

No public pricing; enterprise contracts are quoted through sales

Watch: As an exposure management platform scoped to an enterprise's environment, cost likely scales with assets, scanners, and integrations under continuous analysis.

E2B

usage

Free Hobby ($100 one time credit) · Pro $150/mo + per second usage

Watch: The $150/mo Pro fee is a fixed floor paid before any compute: it buys limits (session length, concurrency), not credits. Spiky or low volume workloads pay the full floor regardless. No GPU option at any tier. Paused sandboxes stop compute billing but storage persists.

Edge Delta

credits (shared pool across AI tokens and storage), seats provision credits

Seat price not published

Watch: Two independent consumption meters draw on one pool, so an AI-heavy month and a storage-heavy month deplete the same balance. Model choice is the largest single lever and the spread in the published rate card is roughly 400x between the cheapest and most expensive model on output tokens, so a teammate configured on a frontier model costs orders of magnitude more per investigation than one on a small model — and model selection is per teammate. Professional seat credits expire at cycle end with no rollover. Auto Buy can purchase credits automatically unless a monthly cap is set. Trial is 5 credits, which the vendor's own worked example suggests is a small allowance: 30 GB of logs alone consumes 7.5 credits.

effie.ai

Custom proposal scaled by company size, field team structure, and stage of expansion.

Contact for proposal

Watch: Pricing scales with field team size and store count; image recognition and model usage are bundled but undisclosed; onboarding and rollout effort.

Eightfold AI

seats

Contact sales

Watch: Implementation + skills-library configuration; HRIS/ATS integrations outside the Eightfold partner network; the per-employee model means cost scales with total headcount (not just recruiting team) - below ~2,000 employees the economics often outpace value.

Eledone

subscription, likely by order volume or seats (unconfirmed)

No public pricing; a plug and play deployment (reference customer integrated in about two weeks) sold to B2B sales teams via sales.

Watch: Thin public detail means integration scope and any per order or per seat metering must be confirmed directly with the vendor.

Element451

annual subscription scoped to products selected (Bolt or Element, across Marketing and Admissions, Student Success, and CE and Workforce), currently enrolled student count, and support tier

Published via an on-page calculator, priced annually on products selected, enrolled student count and support tier; the vendor states pricing starts at $13,000 per year, and the calculator's default configuration returned $74,556 per year

Watch: Cost scales with enrollment volume, the number of Bolt SKUs across marketing, admissions, student success, and continuing education, and whether the Element CRM is added alongside the agent engine.

ElevenLabs Conversational AI

hybrid (subscription tiers with included agent minutes, then per minute overage)

Free tier (15 agent minutes/mo); paid from $6/mo Starter up to $990/mo Business; overage $0.08/min; Enterprise custom

Watch: The reasoning model and telephony provider are billed separately and are not in the plan price, so effective cost per minute runs above $0.08. Conversation duration bills on connection time including silence (discounted after 10 seconds), and the free tier has no commercial license.

Ellipsis

Per developer per month subscription. Buy a fixed number of seats, assign them to developers, and each assigned seat gets unlimited use across all repositories. Free and unlimited for public repositories. Seats can be added, removed, or reassigned at any time.

Free (public repos, no feature limits) · Developer $20/dev/mo (private repos, unlimited use across all repos) · 7 day free trial

Watch: At twenty dollars per developer, a thirty person team is six hundred dollars a month, so seat count is the main cost driver and seats should be assigned deliberately. Platform agent runs consume compute bounded by the per run spend cap you set in each agent's YAML.

Ema

Outcome-based rather than per seat, stated first-party on the homepage as part of the commercial pitch: "Consolidate SaaS, Outcome-based pricing, No unused module, No tokenmaxxing." Ema sells AI Employees as headcount substitutes, so the unit is work delivered rather than users licensed. No rate, unit definition or minimum is published, and nothing states what an outcome is measured as — a resolved ticket, a completed workflow, a filled role.

Contact sales for paid access; a free trial is available self-serve at try.ema.ai. Pricing is outcome-based rather than per seat. No figure, unit or minimum is published.

Watch: Usage-based subscription scales with agent workload (model inference, orchestration steps, volume of work); implementation/integration + workflow redesign typical for enterprise agent deployments.

Enclave

not disclosed

Contact sales; no public pricing. Recently out of stealth, enterprise engagement.

Watch: Recently launched, so commercial terms may still be evolving. Cost likely scales with attack surface size across code and cloud.

Enhans

enterprise subscription scoped to agents, workflows, and usage

Not public; quoted through enterprise engagement, with an Azure Marketplace listing but no public rates

Watch: Broad rollouts across many agents, workflows, and marketplaces can raise cost, and forward deployed delivery may be a significant services component.

Epiminds

Contact sales (pricing not yet public)

Watch: Cost likely scales with the number of clients or brands managed and ad spend or data volume processed; the platform processes more than sixty million marketing data points daily.

Equal AI

free consumer app

Free Android app; a paid subscription tier is planned but not yet public

Watch: As a free app moving toward a paid tier, expect some current features to shift into a subscription over time. There is no cost today beyond standard call charges.

Equixly

not disclosed; likely scoped by APIs or applications under continuous test

Contact sales; no public pricing. Request a demo or start a pentest. Also available on cloud cybersecurity marketplaces.

Watch: Scope expands with the number of APIs and applications and with continuous testing frequency. Marketplace procurement terms may differ from direct.

Evoke Security

enterprise license, likely by agents or environments monitored

No public pricing; the site directs buyers to contact Evoke. Pre seed, enterprise sales led with a demo based motion.

Watch: Broad coverage across local, production and SaaS agents may require deploying multiple sensors and the proxy, adding operational overhead.

Exa

Per 1,000 requests by search type, plus per 1,000 pages for contents and summaries

Usage based · 1,000 free requests/mo · from $5/1k

Watch: Additional results beyond the first 10, extra content types, AI summaries, and Agent enrichment add ons each carry their own per unit charges on top of the base search.

Exaforce

enterprise contract

Contact sales; enterprise contracts, positioned to offset SIEM cost

Watch: Data layer ingestion carries migration work and operational drag during cutover, a real implementation cost the overlay analysts avoid. Weigh that and platform cost against projected SIEM storage and licensing savings.

Fabrix.ai

likely data volume or monitored nodes; not published

Contact sales

Watch: Likely priced by data volume or monitored footprint; deployment model (cfxCloud, on premises, hybrid, edge) affects the quote; partner led deals may bundle differently.

Factory

hybrid

Pro $20/mo · Plus $100/mo · Max $200/mo (usage-credit model; free Droid Core pool; prepaid Extra Usage $10 min) · Teams/Enterprise custom

Watch: Three independent Rate Limits (need headroom in all three to send a request); Standard Usage doesn't roll over; Missions require Extra Usage enabled (pause if a Rate Limit is hit); premium-model usage drains Standard Credits faster than Droid Core.

Fathom

per successfully coded encounter, with volume tiers by specialty

Not published; per encounter with volume tiers varying by specialty and encounter volume, billed monthly or annually

Watch: Encounters the platform does not code still need human coders, so the internal coding cost does not fall to zero and should be modelled alongside the per encounter fee

Fiddler AI

consumption (data ingested, models, metrics)

Contact sales (Lite, Business, Premium tiers)

Watch: Consumption billing on data ingested, model count, and metrics means cost scales with monitoring breadth and volume; total is only clear after a scoping conversation.

Fieldguide

Contact for pricing

Watch: Scope creep is the main exposure: adding practice areas or extending agents across more of the engagement lifecycle expands the contract at renewal. Confirm what agent capacity and practice coverage the base term includes.

Fini

resolutions

Usage-based · from $0.69/resolution

Watch: $1,799/mo Growth minimum regardless of volume, no mid-tier (steep free-to-Growth cliff), spend rises as resolution rate improves, headline 98% accuracy / 80%+ resolution claims rely on Fini's own data, Enterprise pricing custom

FinOpsly

Fixed annual platform fee banded by the customer's own annual tech spend across cloud, data platforms and AI. Explicitly not per seat, not per cloud, and not a percentage of the governed bill.

Free under $50K annual tech spend; paid from $12,000/year

Watch: FinOps platforms commonly price as a percentage of cloud spend under management or by number of connected accounts and modules; confirm whether savings share or flat fee applies.

FinThrive

not disclosed, quote based

Not published; custom quote across the FinThrive platform

Watch: The agentic layer sits on the Fusion data platform, so value depends on data unification being in place first, which is a scope and sequencing question rather than a separate line item

Firecrawl

Credits per API request (1 credit per page for scrape, crawl, map, monitor), within monthly subscription tiers

From $16/mo billed yearly · free tier + open source

Watch: Firecrawl charges for pages it fetches successfully even when the target site returns a 4xx or 5xx error. Advanced features such as JSON output, Enhanced Mode, extraction, and stealth proxy pools consume additional credits beyond the base rate.

Fireflies.ai

per seat subscription plus a team pooled AI credit allowance

Free tier; Pro 10 USD per user per month billed annually

Watch: **THE CREDIT POOL IS THE TRAP AND IT IS A NEW SHAPE: AI CREDITS ARE POOLED ACROSS THE TEAM, NOT ALLOCATED PER SEAT, SO THEY DO NOT SCALE AS YOU ADD PEOPLE. A twenty seat team and a two seat team on Business both get 30 credits. The per person AI allowance therefore SHRINKS with every hire, which is the inverse of every other consumption trap in this index.** Starter pools are small (20 Free and Pro, 30 Business, 50 Enterprise), Voice Agents burn ONE CREDIT PER MINUTE, and AI Skills, Sales Assist and CRM autofill draw the same pool. Top ups start at 5 USD for 50. The honest counterweight: CORE TRANSCRIPTION AND SUMMARIES CONSUME NO CREDITS, so the meter runs only on the agentic layer. Separately, **HIPAA IS ENTERPRISE ONLY, so a regulated buyer cannot start small** - and private storage, audit logs, SSO, SCIM and custom retention sit on the same tier.

Firmbase

Contact for pricing

Watch: Onboarding and data integration effort affect total cost; pricing requires a demo and sales conversation.

Five9

per seat subscription editions plus consumption based AI Agent usage

Seat based subscription sold through sales, with AI Agents and Voice AI Agents priced on consumption; no public rates retrieved this session.

Watch: Consumption based AI pricing can rise with automation volume even as seat counts fall, and premium editions and add ons carry higher rates.

FlashLabs

Plan tiers plus product add ons such as dialer and data usage; billed by seats and usage.

Plan and product based pricing; exact rates not publicly captured

Watch: Cost scales with seats, credits and dial volume, and the twelve-agent SuperAgent layer is priced separately from the data and dialer products, so a full stack replacement is not a single line item. Contract terms were not confirmed first-party.

Floworks

Tiered monthly subscription by plan and channel coverage (email-only, email+LinkedIn, Ultra); Pro tier has a per-meeting component; free research agent tier

Jesse research agent free · 3 tiers (email-only, email+LinkedIn, Ultra) · Ultra $498/mo · lower tiers from ~$200/mo (unconfirmed) · CRM sync needs annual commitment

Watch: CRM sync requires an annual commitment on paid plans. A per-meeting rate may apply on one tier. Weak deliverability reporting means you may need a separate verification/monitoring tool to protect domain reputation. Lower-tier prices are unconfirmed.

FLOWX.AI

enterprise subscription plus value streams / agents

Contact sales; no public pricing. Enterprise subscriptions plus system integrator partnerships. A free beta tier was announced with FlowX.AI 5 (availability unconfirmed).

Watch: Deployments typically involve system integrator services and scale by number of agents, agent stacks, and value streams. Enterprise banking engagements are quote based.

Fluid Topics

Enterprise engagements scoped to content volume, users, and channels.

Enterprise pricing; not publicly listed

Watch: Implementation and connector configuration can require technical resources; pricing scales with content and users.

Forest Admin

Annual plans priced per identity (humans, AI agents and external users count the same) with monthly audit event allotments and per event overage

Free Sandbox; Starter $499/month (annual)

Watch: The data plane runs in your own infrastructure, so hosting and compute are your cost; enterprise pricing scales with seats and usage.

Freed

seats (per clinician per month), tiered

$39 per month (Starter, up to 40 notes); $79 Core unlimited; $119 Premier or $104 per month billed annually

Watch: The 40 note cap on Starter is roughly two notes per working day, so full time clinicians land on Core or Premier in practice. Premier's $104 rate is annual only and billed upfront at $1,248 with no partial month refunds. Student discount of 50 percent applies to monthly plans only.

Freeplay

Not publicly disclosed; typically seat and logged volume based for evaluation and observability platforms

Free tier · paid plans contact sales

Watch: Logged volume, data retention, and seat counts are common cost drivers for evaluation and observability tools but are not disclosed here.

Freshworks

hybrid

Free (2 agents, 6mo) · Freshdesk $15-$19/$55/$89 · Omni $29/$79/$119 per agent/mo · Copilot $29/agent · AI Agent $49/100 sessions

Watch: Modules priced separately (Freshdesk vs Omni vs Freshchat vs Freshcaller) - multi-product needs multiply cost; AI sessions expire each cycle (no rollover); Copilot $29/agent extra and gated to Pro/Enterprise; day passes (~$5) for occasional agents; Freshcaller telephony minutes extra.

Friendly

Contact for pricing

Watch: As an infrastructure layer over sensitive medical and financial data, deployment likely requires an integration and compliance engagement. Cost is scoped per deployment and volume.

Fura

per shipment freight rate (usage)

No public software pricing; freight is priced per shipment with upfront, transparent quotes, and no contract to onboard.

Watch: Cost is dominated by per shipment freight rates, which vary by lane, mode, and market. Concierge service and platform access are bundled into the brokerage relationship.

Futwork

Usage based per minute of calling, with pilot and post pilot plans.

Usage based per minute pricing is public: Voice AI starts at about three point seven five Indian rupees per minute, and the Aira AI agent is about one point two rupees per minute, with calls rounded up to the nearest minute and minutes non refundable. Pilot and post pilot plans are account manager led.

Watch: Per minute billing rounds each call up to the next full minute, and cost scales directly with total call volume across inbound and outbound campaigns.

Gainsight

seats and customer record limits by package, plus add ons

Not published; third party estimates around $2,500 per company per month, or median $2,400 to $4,200 per user per year across Essentials and Enterprise

Watch: Implementation reported at $30,000 to $120,000, the Insight Agent is a paid add on, and the AI layer depends on connectors and data pipelines being configured correctly before it produces complete output

Galileo

Monthly traces within subscription tiers; Pro pricing scales with trace volume

From $100/mo billed yearly · free tier

Watch: Trace volume is the main cost driver and grows with production traffic. Capabilities many teams consider essential, such as runtime guardrails and private deployment, require the Enterprise tier.

Gallabox

Tiered subscription by user count and feature set, plus AI credits metered per agent action, plus pass-through WhatsApp conversation fees and AI voice minutes.

Basic from $112 per month billed annually, or $150 billed quarterly

Watch: Basic caps users at three with no option to add more, so team growth forces a tier upgrade rather than a per-seat addition. Plan AI credits expire monthly. WhatsApp conversation fees carry a vendor markup on all tiers except Enterprise, which gets a discounted markup. Extra channels beyond the one included cost about $20 per month each and are unavailable on Basic. The AI Solutions Engineer build engagement is a $499 one-time fee, required as an add-on to get a production agent built on Advanced and included on Enterprise.

Genesy

Custom contract tailored to business needs, platform usage, and features contracted

Custom quote only (tailored to team size, usage, and features) · demo-led

Watch: Cost scales with enrichment usage across many third-party providers; outreach volume is also capped by LinkedIn and email limits, not just Genesy's automation. Setup time is a real upfront cost.

Genspark

credit based freemium; per seat on Team; heavy jobs consume many credits

Free tier with about one hundred credits per day; Plus about twenty five dollars per month, Pro about two hundred fifty dollars per month

Watch: Credits deplete quickly on heavy jobs, with slide decks costing over one hundred credits, phone calls about one credit per second, and video the most expensive, and credits do not roll over. The unlimited chat and image generation and commercial use rights are guaranteed only through December 31, 2026.