Agentic Index

Compare the best GTM and revenue agents (2026)

This comparison scores all 144 GTM and revenue agents across the same 14 agentic AI capabilities, researched from public sources. Salesforce shows the broadest documented coverage; see the full ranking for the ordered list.

This page compares 144 GTM and revenue agents built for prospecting, outreach, and pipeline work. Each vendor is scored across 14 buyer-facing capabilities, including data enrichment, multi-step orchestration, guardrails, and CRM integration. Use it to compare the category in full before evaluating individual vendors.

Feature coverage ranking. Scores are based on public-source research across 14 buyer-facing agentic AI capabilities. Unknown / Unspecified means evidence was insufficient in the reviewed public materials, not a definitive absence of capability.

Pricing snapshot

Sourced from the Index pricing dataset · open each vendor's profile for full detail.

Pricing
S
Salesforce
C
Creatio
H
Hightouch
I
Infobip
G
Gong
G
Gumloop
Q
Qualtrics
S
Spring Labs
S
SuperAGI
a
aiola
K
Kleio
S
SleekFlow
E
Enhans
E
Epiminds
G
Gainsight
J
Jasper
P
Planhat
A
Amplemarket
C
CommerceIQ
F
Fireflies.ai
lemlist logolemlist Podium logoPodium Qualified logoQualified Responsive logoResponsive UserGems logoUserGems Wolfia logoWolfia ChurnZero logoChurnZero Common Room logoCommon Room Conveyor logoConveyor Nectar Social logoNectar Social Oliv AI logoOliv AI Optimizely logoOptimizely Otter.ai logoOtter.ai Reply Jason AI logoReply Jason AI Spoki logoSpoki SquadStack.ai logoSquadStack.ai Tribble logoTribble Waniwani logoWaniwani Zig.ai logoZig.ai AiSDR logoAiSDR Apollo.io logoApollo.io Arphie logoArphie Bardeen logoBardeen Demandbase logoDemandbase Element451 logoElement451 Loopio logoLoopio Nektar.ai logoNektar.ai nRev AI logonRev AI Regie.ai logoRegie.ai SiftHub logoSiftHub Worknet logoWorknet 11x logo11x Actively AI logoActively AI Alta logoAlta Carly logoCarly Circleback logoCircleback Cobl logoCobl HubSpot logoHubSpot Instantly logoInstantly Kana logoKana Korl logoKorl Relcu logoRelcu Salesloft logoSalesloft Totango logoTotango Visualping logoVisualping Warmly logoWarmly Writesonic logoWritesonic BIK logoBIK Copy.ai logoCopy.ai Custify logoCustify Day AI logoDay AI LexAxiom logoLexAxiom Minoa logoMinoa Monocle logoMonocle Outreach logoOutreach Prophet logoProphet Shopify Sidekick logoShopify Sidekick Swiftly logoSwiftly Tastewise logoTastewise TextYess logoTextYess Unify logoUnify Agency AI logoAgency AI Botify logoBotify Consio logoConsio Dialog logoDialog Mutiny logoMutiny SalesCloser.ai logoSalesCloser.ai Taalk logoTaalk Tofu logoTofu Vitally logoVitally Akkari logoAkkari Artisan logoArtisan Autobound logoAutobound AutoRFP.ai logoAutoRFP.ai BambooBox logoBambooBox Champify logoChampify Clay logoClay Connected-Stories logoConnected-Stories Gallabox logoGallabox Inventive AI logoInventive AI Rocketium logoRocketium Sympera AI logoSympera AI Aircover.ai logoAircover.ai alfred_ logoalfred_ AutogenAI logoAutogenAI Closely logoClosely Default logoDefault FlashLabs logoFlashLabs Landbase logoLandbase Marisa.Care logoMarisa.Care Sybill logoSybill Aomni logoAomni Carson logoCarson Jeeva logoJeeva Momentum logoMomentum Proofs logoProofs Rox logoRox Searchable logoSearchable Zeeg logoZeeg Albert logoAlbert Laxis logoLaxis Nooks logoNooks Novi Connect logoNovi Connect Octave logoOctave SEObot logoSEObot Topo logoTopo Venta AI logoVenta AI Attention logoAttention Outcraft AI logoOutcraft AI Zaapi logoZaapi AnyBiz logoAnyBiz Astral logoAstral Lawmatics logoLawmatics 1up logo1up Bounti logoBounti Genesy logoGenesy Kakiyo logoKakiyo Propel AI logoPropel AI Return Signals logoReturn Signals Salesforge logoSalesforge Aktify logoAktify Coldreach logoColdreach Floworks logoFloworks 5.Y logo5.Y

Entry price

Lowest public entry point

Consumption based Flex Credits, about five hundred dollars per one hundred thousand credits, on top of platform subscriptions 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 Free reverse ETL tier; self serve paid from around one thousand dollars a month; Composable CDP and AI Decisioning quoted through sales Usage based per message and interaction, varying by channel and country; platform and AgentOS tiers quoted through sales Contact sales; no self serve trial From $37/mo · free tier (5,000 credits) Contact sales (AI add on to XM Platform) Contact sales OSS free · platform seat $49/user/mo Contact sales (Developer and Enterprise tiers) Custom (contact sales) About one hundred forty nine dollars per month (Pro with AI, per G2 2026 listing) Not public; quoted through enterprise engagement, with an Azure Marketplace listing but no public rates Contact sales (pricing not yet public) 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 From $59/seat/mo Not published; independent estimates put contracts in the $20,000 to $70,000 per year range Startup $600/mo (2 users, annual-only, $7,200/yr) · Growth/Elite custom (est. ~$3.5K / ~$10K+/mo) Not public; enterprise subscription quoted through sales, scoped to retailers, modules, and brand portfolio Free tier; Pro 10 USD per user per month billed annually Email 55 USD per month annual for unlimited users; Multichannel 87 USD per user Not public; the AI Employee is an add on to a base Podium subscription, priced by custom quote Not public; custom quotes across Premier, Enterprise, and Ultimate tiers, estimated around forty thousand dollars a year and up for the platform Not published; editions Lite through Enterprise, third party estimates roughly $6,500 to $28,000 per year From $2,750/mo Flat all inclusive annual pricing, published on wolfia.com; specific rate not captured in this research pass Not public; quoted through sales engagement, with Agentic Essentials offered as a bundled subscription Not verified; third party sources report entry at either 625 or 2,100 dollars per month billed annually Free tier available; Professional starts at $9,600 per year, billed annually (about $800 per month) Not public; enterprise pricing quoted through sales, scoped to brand, channels, and conversation volume From 19 dollars per user per month for the notetaker, modular agent pricing scaling to about 120 dollars per user, no mandatory platform fee Contact sales Free tier; Pro 8.33 USD per user per month billed annually Jason AI SDR from $500/mo (Starter, annual; $800 monthly) Free plan at zero euro per month; paid plans from nineteen euro per month (Service) and forty nine euro per month (Marketing), plus pass through Meta WhatsApp conversation fees. Not public; managed platform quoted through sales, believed scaled to call volume and campaign scope Not published; usage based monthly credit packs with unlimited users Free open source SDK to build and deploy agents; paid infrastructure modules priced separately and not publicly listed $0.25 per execution (100 included); Growth $2,250/mo From $900/mo (Explore, quarterly) $49 per user per month on annual billing (Basic), around $59 to $65 month to month Not published; quote only From $10/mo · free tier ~$24k/yr (est., quote-only) Not public; quoted through enterprise engagement, scaled to enrollment volume, SKUs, and modules Not published; third party estimates put the entry tier near $20,000 per year Custom (tiered plans; contact sales) Free tier with 2,500 credits per workspace and a free Test Mode; paid usage is credit based and scales with volume, users, and workflows, with custom plans for larger teams. Exact credit rates are set on the public pricing page and calculator. From $180/user/mo (10-seat min) Not published; quote only No public pricing; contract-based sales with the Worknet team, described by third parties as not self-serve. Contact sales Not public; quoted through enterprise engagement, scaled to accounts, seats, and GTM functions Contact sales AI agents from 35 USD per month; a 19 USD Personal plan is also reported Around 20.83 USD per month billed annually Free tier (3 documents per month); paid subscription at EUR 29 per user per month (about $31 to $33). Larger deployments arranged directly. Outcome-based · $0.50/resolved convo, $1/qualified lead Outreach from 37 to 47 USD per month; full workflow materially more Custom (contact sales) Free plan to start; paid tiers not publicly listed Custom (contact sales) Not published; reported around $100 to $140 per user per month on annual contracts Not published; independent reviews put mid market deployments around $20,000 to $50,000 per year Free plan (about 5 cloud monitors, ~150 checks per month); Personal plans from ten to fifty dollars per month; Business (14 day free trial) and Enterprise. Free (500 visitors/mo) · AI Data Agent ~$10K/yr (annual-only) · higher agent tiers to ~$25K/yr Free plan (~25 credits per month). Paid content plans start low; GEO / AI search visibility tiers begin around $79 to $249 per month (varies by source), Enterprise custom, with a 7 day GEO trial. Paid plans via the Shopify App Store, billed in USD; exact plan prices are not published in retrieved sources. Free (limited) · Starter $49/mo · Advanced $249 (GTM workflows) Reported starting around $899 per month for up to 3 seats; tiers above scale with seats and account volume 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 Not published; waitlist onboarding with Founder's Pricing (described as the lowest rate) for early firms. SaaS subscription scaled to team size; official pricing not public (a third party site estimates roughly one hundred to five hundred dollars per month) No public pricing; contracts are quoted through sales after a proof of impact Not published; reported around $100 to $160 per user per month on annual contracts Contact sales; no public pricing. Enterprise decision intelligence platform with 6 to 8 week onboarding. In merchant plans Not public; quoted through sales engagement with modular plan tiers from entry level to enterprise Not public; demo led enterprise subscription, with custom agents scoped through sales Start for free; paid pricing via sales From $1,740/mo Not public; founder-led sales motion, quoted through direct contact Not public; custom enterprise pricing, with third party estimates from ten thousand to fifty thousand dollars or more each month Thirty dollars for one hundred minutes No public list pricing; try today or book a demo. Also available as a Shopify app (plan pricing not retrieved this session). From $50/mo · free tier From ~$990-$1,000/mo flat (entry ~2,000 min) · higher tiers to ~$2,500/mo · exact tiers demo-gated Custom pricing (contact sales) Contact sales Starting prices published for Starter and Growth tiers, scaling with account volume; Enterprise custom quoted Not publicly listed; early access Free ($0, 300 credits/mo) · Intern $280/mo ($250 annual, 12K credits) · Employee $660/mo ($600 annual, 30K credits) · Enterprise custom · ~10% off annual From $49/user/mo · free tier $899 per month (Scale), $1,299 per month (Accelerate), Enterprise custom No public pricing; a platform plus forward deployed ABM experts (managed service) sold to enterprise revenue teams via demo and sales. From $2,000/mo Free · Launch $185/mo (2,500 Data Credits) · Growth $495/mo (6,000 Data Credits) · Enterprise custom · usage-based (Data Credits + Actions) No public pricing; sold to brands and agencies via demo, with a Google Cloud Marketplace listing in the Generative AI category rather than a public rate card. Free trial; paid tiers, Growth about eighty nine dollars per month billed annually Not published; custom quote From about fifty thousand dollars per year (platform fee) plus per credit usage Custom (contact sales) No public rates; account setup requires contacting Aircover, indicating a sales led, likely per seat subscription for revenue teams. 24.99 USD per month, or 249 USD per year Not published; reported enterprise tier Starter $49/mo ($29 annual) · Growth $127 · Essential $205 · Custom from $350 · Agency $999 (unlimited) · ~40% off annual Platform fee ~$500/mo + seats (~$20/mo scheduling, ~$45/mo routing+scheduling; admin seats free) · 3 plans (Studio/Scale unlock full features) · demo-led Plan and product based pricing; exact rates not publicly captured Not public (pricing page routes to a contact form) · tiered subscription, no credit model · enterprise-oriented Contact sales; no public pricing. Enterprise, sold to hospitals. Free tier · Pro ~$36/user/mo · Business ~$108/user/mo (most popular) · Enterprise custom · credit-metered actions From $300/mo · up to 3 seats · free tier No public pricing; Carson is at early access and installed by the team on request. Free plan · Essentials ~$49/mo · Growth ~$119/mo · Scale ~$299/mo · credit-based (credits don't roll over) Not clearly public; tiered plans (advanced features gated to higher tiers) · demo-led Free trial (build a test PoC); paid pricing on request Free Starter ($0, individuals, limited) · hybrid PLG + sales-led · pay-only-for-actions + full-service enterprise deployment · detailed pricing not public From around one hundred twenty five dollars per month for the Professional tier, with a lower ChatGPT only Starter and a fourteen day free trial A free Starter plan with no time limit and no credit card, plus a fourteen day premium trial on paid plans. Professional and Business tiers and a custom priced Enterprise plan with a dedicated account manager exist, but exact paid figures were not captured in retrieved sources. ~$2k/mo (est., quote-only) Free (300 min/mo) · Premium ~$15.99/mo (~$13.33 annual) · Business $29.99/mo · Enterprise custom · research credits (no rollover) Not public (quote-based after demo, annual-only) · third-party estimate ~$5,000/user/year (~$417/mo); some deal data lower · free trial Not public; quoted through enterprise engagement, scaled to SKUs, categories, and verification and distribution scope Free Lite · Core ~$149/mo · Boost $499/mo · Turbo $999/mo · Ultra custom · credit + agent based (no per-seat) From $19/mo No free plan (demo required) · Agent ~$900/workspace/mo (1,000 leads) · Growth ~$2,000/mo (3,000 leads) · Pro ~$3,000/mo (6,000 leads) · Scale custom (10,000+) Demo led; not publicly listed Custom pricing · contact sales (no public rate card) Not public. Outcraft AI does not publish pricing and requires a demo; quotes are scoped to channels, volume, integrations, and use cases. Self-serve tiered plans sized via an interactive pricing calculator, with a 7-day free trial of all features and no credit card required; exact tier rates are set through the calculator rather than a fixed public list. Starter ~$497/mo (1 channel) · ~$998/mo (2 channels) · Super Agent ~$1,745–$2,795/mo (3 channels) · billed quarterly No public pricing; closed beta with request based access. Custom pricing (contact sales) Free plan + 14-day trial · paid from $250/mo (flat) · Enterprise custom B.Claw: free trial · $99–$599/mo (Start/Light/Medium/Heavy) · staging credits from $25/100 · GTM product quote-based Custom quote only (tailored to team size, usage, and features) · demo-led Pioneer $115/mo · Hunter $259/mo · Conqueror $399/mo · Agency/custom (white-label) · all features on every plan; differ by volume Self serve with self checkout and a free trial, and the company states it publishes transparent pricing on its website, but exact tier figures were not retrieved. No public list price; charged per engaged conversation per month From $48/mo · free 14-day trial Performance-based, three tiers · contact for quote (no public pricing) Starter $899/mo · Growth $1,099 · Pro $1,499 · Enterprise $1,999 · Done-For-You $3,000/mo 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 Contact only. As a pre seed company, 5.Y publishes no pricing for GLUCOSE, and the motion appears enterprise and contact led.

Pricing confidence

How public the numbers are

Public, partial Public, partial Public, partial Public, partial Contact only Public, partial Contact only Contact only Public, partial Contact only Contact only Public, partial Contact only Contact only Contact only Public, partial Contact only Public, partial Contact only Contact only Public, partial Contact only Contact only Contact only Public, exact Public, partial Contact only Contact only Public, partial Contact only Public, partial Contact only Public, partial Public, partial Public, exact Contact only Contact only Public, partial Public, exact Public, exact Public, partial Contact only Public, partial Contact only Contact only Contact only Contact only Public, partial Public, partial Contact only Contact only Contact only Contact only Contact only Public, partial Public, partial Public, exact Public, partial Public, partial Contact only Contact only Contact only Contact only Contact only Public, exact Public, partial Public, partial Public, partial Public, partial Public, partial Contact only Contact only Contact only Contact only Contact only Contact only Public, partial Contact only Contact only Public, partial Public, partial Contact only Contact only Public, partial Contact only Public, partial Public, partial Contact only Contact only Public, partial Contact only Public, partial Public, partial Public, exact Contact only Public, exact Public, exact Contact only Public, partial Contact only Public, partial Contact only Contact only Contact only Contact only Public, partial Public, partial Public, partial Contact only Contact only Public, exact Public, partial Contact only Public, exact Contact only Contact only Contact only Public, partial Public, partial Contact only Public, exact Contact only Contact only Public, exact Public, partial Public, partial Contact only Contact only Contact only Public, partial Public, exact Contact only Contact only Public, exact Public, exact Contact only Public, exact Public, partial Contact only Public, exact Contact only Public, exact Public, partial Contact only

Billing

Primary billing axis

flex credits per action plus platform subscription platform tier plus AI Action volume monthly active syncs, events, and AI actions per message and interaction by channel and country, plus platform tier platform fee plus per seat plus add ons credits AI capabilities layered on XM Platform licensing per user + credits + credit packs usage and deployment tier (concurrency limited vs unlimited) monthly active contacts, plan tier, flow enrollment credits enterprise subscription scoped to agents, workflows, and usage seats and customer record limits by package, plus add ons seats platform based, not per seat hybrid enterprise subscription scoped to retailers, modules, and brand portfolio per seat subscription plus a team pooled AI credit allowance workspace flat on Email tier, per user on Multichannel, plus enrichment credits base platform subscription plus an AI Employee add on, custom quoted annual platform subscription by tier, plus required Salesforce CRM seats and edition hybrid flat annual, unlimited questionnaires and users enterprise subscription scoped to customers under management, seats, and agent modules seats and connected data sources credits, where one credit equals one organization with unlimited users from a domain, plus questionnaire and RFP volume enterprise subscription scoped to brands, channels, and conversation volume per user, modular by agent flat per user subscription; named agents sold as separate SKUs hybrid Monthly subscription tier plus pass through per conversation Meta WhatsApp fees managed service and platform, believed scaled to call volume, campaigns, and human telecaller capacity monthly credit packs, unlimited users free open source SDK plus paid infrastructure modules, likely usage or funnel based usage seats plus consumable credits concurrent projects credits hybrid enterprise engagement scaled to enrollment volume, SKUs, and modules seats plus edition and add ons Credit based usage; credits consumed per row or per group depending on node type and configuration. seats not disclosed Not published; contract-based platform pricing. flat enterprise engagement scaled to accounts, seats, and functions across the GTM organization flat flat or per workspace subscription; non AI workflow steps free per user subscription per user per month, plus document limits on free tier resolutions modular subscriptions: outreach plan plus lead credits plus AI tier A free tier plus paid plans that scale with usage and team size; paid rates not public. seats seat type and customer account volume, by product monitors and check frequency (checks per month) hybrid plan tier plus credits and query/article limits Monthly Shopify App Store subscription plans (USD), with likely per message channel fees hybrid seats, with account volume affecting tier per user subscription per conflicting third party estimates; official structure not retrieved Not published; likely per firm SaaS subscription (unconfirmed) SaaS subscription scaled to team size and features; sales led. not published; enterprise contract likely scaled by brand size, revenue, or message volume seats not disclosed; enterprise platform flat modular subscription scoped to the modules deployed and store, shopper, or media volume enterprise subscription, believed scaled to markets, seats, and agent scope credits subscription, believed scaled to customers covered across the book custom enterprise contract, scaled to site size, features, and managed services call minutes not disclosed; likely tier plus usage/conversions credits flat flat seats and number of customer accounts managed Undisclosed; early stage, likely per seat or per account subscription. hybrid hybrid project allocation, unlimited users platform subscription plus managed ABM services usage Usage based: monthly subscription tier plus two credit pools, Data Credits (marketplace data/AI) and Actions (platform operations). Unlimited seats. Not published; enterprise creative management platform. Per plan and per user subscription plus AI credit consumption and pass through Meta conversation fees. quote based, reported usage linked Annual platform fee plus per credit usage; credits are consumed on finalized exported assets. per seat subscription for revenue team reps flat monthly subscription, AI included not disclosed hybrid Monthly platform fee plus per-seat (scheduling vs routing+scheduling); three plan tiers; third-party enrichment billed separately Plan tiers plus product add ons such as dialer and data usage; billed by seats and usage. Tiered subscription (post-Delegate acquisition), quoted via sales; positioned as predictable cost with no credit metering not disclosed; likely conversion or outcome linked Per-user monthly subscription across Free/Pro/Business/Enterprise tiers, with credits metering certain AI actions (5,000-credit top-off bundles, optional auto top-off); free, paid, and admin seat types seats Undisclosed; early access with hands on installation Tiered monthly subscription plus a monthly credit pool; credits power email sends, LinkedIn tasks, data lookups, and voice drops (credits do not roll over) Tiered subscription quoted via sales; advanced features gated to higher tiers; value scales with Salesforce/Slack depth and usage Hybrid: free Starter for individuals; pay-only-for-actions usage-based paid model; full-service enterprise deployment quoted via sales tiered monthly subscription with prompt and credit allotments, plus paid engine add-ons Subscription tiers (Starter, Professional, Business, Enterprise), scaling with features and team size. usage Tiered subscription scaling by transcription minutes and feature access (Free/Premium/Business/Enterprise), plus research credits for deep prospect research Per-seat annual subscription quoted via sales; packages for AI dialer, sequencing, signals and intelligence, and coaching; volume discounts above ~20 seats enterprise engagement scaled to SKUs, categories, and verification and distribution scope Platform plus usage: tiered plans metered by AI agents and credits (for agents, analysis, enrichments); no per-seat charge flat Per-workspace monthly subscription priced by leads contacted per month; email infrastructure (domains/mailboxes) and buying-signal allotments scale by tier; dedicated strategist included Subscription per AI employee plus consumable action credits. Custom enterprise subscription, quoted by sales and scoped to team size, seats, and needs; typically annual Scoped by channels, call and message volume, integrations, and use cases; quote based. Self-serve subscription tiers sized by business needs. Tiered subscription by number of outreach channels and monthly contact/mailbox volume; billed quarterly not disclosed Flat monthly subscription tiers scaling by team size (number of users); enterprise custom B.Claw: tiered monthly subscription by capability and agent count. Virtual staging: credit packs. Earlier B2B GTM product: quote based. Custom contract tailored to business needs, platform usage, and features contracted Tiered monthly (or yearly) subscription by volume (AI credits, LinkedIn accounts, campaigns); all features on every plan; credit-based usage Subscription tiers for communications teams, purchasable via self checkout. conversations plan fee + credits Performance based pricing across three tiers (Nurture AI and Closer AI), scoped to lead volume and use case; not publicly disclosed Tiered monthly subscription by plan (volume/features), plus a fully managed Done-For-You option; signal volume and seats factor into tier Tiered monthly subscription by plan and channel coverage (email-only, email+LinkedIn, Ultra); Pro tier has a per-meeting component; free research agent tier Not documented; enterprise engagement likely.

Variable cost

Workload / overage exposure

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Free tier / trial

Try before you buy

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Buying motion

Self-serve vs sales call

Sales call Sales call Mixed Mixed Sales call Mixed Sales call Sales call Self-serve Sales call Sales call Mixed Sales call Sales call Sales call Mixed Sales call Mixed Sales call Self-serve Self-serve Sales call Sales call Sales call Sales call Mixed Sales call Sales call Mixed Sales call Mixed Sales call Mixed Mixed Self-serve Sales call Sales call Mixed Mixed Self-serve Self-serve Sales call Mixed Sales call Sales call Sales call Mixed Mixed Sales call Sales call Sales call Sales call Sales call Sales call Self-serve Mixed Mixed Mixed Self-serve Sales call Mixed Sales call Sales call Sales call Self-serve Mixed Mixed Self-serve Self-serve Mixed Mixed Sales call Sales call Sales call Sales call Sales call Self-serve Sales call Sales call Mixed Mixed Sales call Sales call Self-serve Mixed Mixed Mixed Sales call Mixed Sales call Mixed Mixed Mixed Sales call Sales call Self-serve Sales call Self-serve Sales call Sales call Sales call Sales call Self-serve Sales call Mixed Sales call Mixed Sales call Sales call Self-serve Mixed Sales call Self-serve Sales call Mixed Self-serve Self-serve Self-serve Sales call Self-serve Sales call Sales call Self-serve Self-serve Sales call Sales call Sales call Sales call Self-serve Self-serve Sales call Self-serve Self-serve Sales call Self-serve Self-serve Sales call Self-serve Sales call Self-serve Self-serve Sales call

Capability matrix (144 vendors)

14 buyer-facing capabilities · researched from public sources

Vendor Coverage Integrations & Tool Calling Workflow Orchestration Knowledge Grounding & RAG Human Oversight & Guardrails Security, Identity & Governance Observability & Auditability Memory & State Persistence Deployment & Data Residency Prebuilt Agents, Templates & Packs Triggers & Channel Coverage Model Flexibility & Routing APIs, SDKs & MCP Extensibility Testing, Debugging & Optimization Browser & Computer Use
13.0 / 14 Full Full Full Full Full Full Full Full Full Full Full Full Full No
12.0 / 14 Full Full Full Full Full Full Full Full Full Full Partial Full Partial No
12.0 / 14 Full Full Full Full Full Full Full Partial Full Full Full Full Partial No
12.0 / 14 Full Full Full Full Full Full Full Partial Full Full Full Full Partial No
G
Gong
11.5 / 14 Full Full Full Full Full Full Partial Partial Full Full Partial Full Full No
11.5 / 14 Full Full Partial Full Full Full Partial Full Full Full Full Full Partial No
11.5 / 14 Full Full Full Full Full Full Full Full Full Full Partial Partial Partial No
11.5 / 14 Full Full Full Full Full Full Partial Partial Full Full Full Full Partial No
11.5 / 14 Full Full Partial Full Full Full Full Full Full Partial Partial Full Full No
a
aiola
11.0 / 14 Full Full Full Full Full Full Partial Full Partial Full Partial Full Partial No
K
Kleio
11.0 / 14 Full Full Full Partial Full Full Full Partial Full Full Partial Full Partial No
11.0 / 14 Full Full Full Full Full Full Full Partial Partial Full Partial Full Partial No
E
Enhans
10.5 / 14 Full Full Full Full Partial Full Full Partial Full Full No Partial Partial Partial
10.5 / 14 Full Full Full Full Partial Full Partial Partial Full Full Full Partial Partial No
10.5 / 14 Full Full Full Full Full Partial Full Partial Full Full No Full Partial No
J
Jasper
10.5 / 14 Partial Full Full Full Full Full Partial Partial Full Partial Full Full Partial No
10.5 / 14 Full Full Full Full Full Partial Full Partial Partial Full Partial Full Partial No
10.0 / 14 Full Full Full Full Full Partial Partial Partial Full Full No Full Partial No
10.0 / 14 Full Full Full Full Partial Full Full Partial Full Full No Partial Partial No
10.0 / 14 Full Full Full Partial Full Full Partial Full Full Full No Full No No
10.0 / 14 Full Full Full Partial Partial Partial Partial Partial Full Full Partial Full Partial Partial
P
Podium
10.0 / 14 Full Full Full Full Partial Full Full No Full Full No Full Partial No
10.0 / 14 Full Full Full Full Full Full Partial Partial Full Full No Partial Partial No
10.0 / 14 Full Full Full Full Full Partial Partial No Full Full No Full Partial Partial
10.0 / 14 Full Full Full Full Full Full Partial Partial Full Full No Full No No
W
Wolfia
10.0 / 14 Full Full Full Full Full Partial Partial No Full Full No Partial Partial Full
9.5 / 14 Full Full Full Full Full Partial Full No Full Full No Full No No
9.5 / 14 Full Full Full Partial Full Partial Full No Full Full No Full Partial No
9.5 / 14 Full Full Full Partial Full Partial Partial No Full Full No Full Partial Partial
9.5 / 14 Full Full Full Full Partial Full Partial Partial Full Full No Partial Partial No
9.5 / 14 Full Full Full Partial Full Full Full No Full Full No Partial Partial No
9.5 / 14 Full Full Full Full Full Partial Partial Partial Full Partial No Full Partial No
9.5 / 14 Full Full Full Partial Full Partial Partial Partial Full Full Partial Full No No
9.5 / 14 Full Full Full Full Partial Partial Partial Partial Full Full No Full Partial No
S
Spoki
9.5 / 14 Full Full Partial Full Full Partial Partial Partial Full Full No Full Partial No
9.5 / 14 Full Full Partial Full Full Full Partial Partial Partial Full No Partial Full No
9.5 / 14 Full Full Full Full Full Full Partial No Partial Full No Partial Full No
9.5 / 14 Full Full Full Partial Partial Full Partial Partial Partial Full Partial Full Partial No
Z
Zig.ai
9.5 / 14 Full Full Full Full Partial Full Full Partial Partial Full No Partial Partial No
A
AiSDR
9.0 / 14 Full Full Partial Partial Full Partial Partial Partial Full Full No Full Partial No
9.0 / 14 Full Full Partial Partial Full Partial Partial No Full Full Partial Full Partial No
A
Arphie
9.0 / 14 Full Full Full Full Full Full Partial No Partial Partial Partial Partial Partial No
9.0 / 14 Full Partial No Full Full Partial Partial Partial Full Full No Partial Partial Full
9.0 / 14 Full Full Full Partial Full Partial Partial No Full Full No Full Partial No
9.0 / 14 Full Full Full Full Full Partial Partial No Full Full No Partial Partial No
L
Loopio
9.0 / 14 Full Full Full Full Partial Full Full No Partial Full No Partial Partial No
9.0 / 14 Full Partial Full Partial Partial Full Full Partial Partial Full No Full Partial No
9.0 / 14 Full Full Partial Full Full Full Partial No Full Full No Partial Partial No
9.0 / 14 Full Full Full Full Full Partial Partial No Full Full No Partial Partial No
9.0 / 14 Full Full Full Full Partial Full Partial No Full Full No Partial Partial No
9.0 / 14 Full Full Full Full Full Partial Partial Partial Full Full No Partial No No
8.5 / 14 Full Full Partial Partial Partial Partial Full No Full Full No Partial Full No
8.5 / 14 Full Full Full Partial Partial Full Full No Partial Full No Partial Partial No
8.5 / 14 Full Full Full Partial Full Partial Partial Partial Full Full No Partial No No
8.5 / 14 Full Full Partial Partial Partial Partial Full Partial Full Full No Full No No
8.5 / 14 Full Full Full Partial Full Partial Partial Partial Partial Full No Full No No
8.5 / 14 Full Full Full Full Partial Partial Full Partial Partial Partial No Partial Partial No
8.5 / 14 Partial Full Full Full Partial Full Partial No Full Full No Partial Partial No
8.5 / 14 Partial Full Full Full Partial Partial Partial Partial Full Full No Partial Partial No
8.5 / 14 Full Full Full Full Partial Partial Partial Partial Full Partial No Partial Partial No
8.5 / 14 Full Full Full Full Partial No Partial No Full Full Full No Partial No
8.5 / 14 Full Full Full Partial Partial Partial Full Partial Partial Full No Partial Partial No
8.5 / 14 Full Full Partial Partial Full Partial Partial No Full Full No Full Partial No
8.5 / 14 Full Full Partial Partial Full Partial Full No Full Full No Partial Partial No
8.5 / 14 Full Partial Partial Partial Partial Full Partial Partial Partial Full No Full No Full
8.5 / 14 Full Full Full Partial Full Partial Partial No Full Full No Partial Partial No
8.5 / 14 Full Full Full Partial No Full Partial Partial Partial Partial Full Partial Partial No
8.0 / 14 Full Full Partial Full Partial Partial Partial No Full Full No Partial Partial No
8.0 / 14 Full Full Full Partial Partial Partial Partial No Full Partial Full Partial No No
8.0 / 14 Full Full Partial Partial Partial Partial Full No Full Full No Partial Partial No
8.0 / 14 Full Full Full Full Partial Partial Full No Full Full No No No No
8.0 / 14 Full Full Partial Full Full Partial Partial No Full Partial Partial No Partial No
8.0 / 14 Full Full Full Full No Partial Full No Full Partial No Partial Partial No
8.0 / 14 Full Full Full Full No Full Partial No Full Full No No Partial No
8.0 / 14 Full Full Partial Partial Full Partial Partial No Full Full No Partial Partial No
8.0 / 14 Full Full Full Partial Partial Partial Full Partial Partial Partial No Partial Partial No
8.0 / 14 Full Partial Full Full Full Partial Partial No Partial Partial No Full Partial No
8.0 / 14 Full Full Full Partial Partial Partial Full No Partial Full No Partial Partial No
8.0 / 14 Full Partial Full Full Partial Full No No Full Partial No Full Partial No
8.0 / 14 Full Full Full Partial Partial Partial Partial Partial Partial Full No Partial Partial No
8.0 / 14 Partial Full Full Partial Full Partial Partial No Partial Full No Full Partial No
7.5 / 14 Full Full Full Partial Partial Partial Full No Full Full No No No No
7.5 / 14 Full Full Partial Partial Partial Partial No No Full Full No Partial Full No
7.5 / 14 Full Partial Full Full Partial Full Partial No Partial Full No No Partial No
7.5 / 14 Full Partial Full Partial Partial Partial Partial Partial Partial Partial No Full Partial No
7.5 / 14 Full Partial Full Full Partial Partial Partial No Full Partial No Partial Partial No
7.5 / 14 Full Full Full Partial Partial Partial Partial No Partial Partial No Partial Partial Partial
7.5 / 14 Partial Full Partial Full Partial Full Partial No Partial Full No Partial Partial No
7.5 / 14 Full Full Full Partial Partial Partial Partial No Full Full No Partial No No
7.5 / 14 Full Full Partial Partial Full Partial Full No Partial Partial No Partial Partial No
7.0 / 14 Full Full Partial Full No Partial Full No No Full No Full No No
7.0 / 14 Full Full Partial Partial Unknown Partial Partial No Full Full No Partial Partial No
7.0 / 14 Full Partial Full Full Partial Full Partial No Partial Partial No Partial No No
7.0 / 14 Partial Full Full Partial Partial Partial Partial No Full Partial No Partial Partial No
7.0 / 14 Full Full Partial Partial No Partial Partial Partial Full Full No No Partial No
7.0 / 14 Partial Partial Full Partial Full Partial Partial Full Partial Partial No Partial No No
7.0 / 14 Full Full Partial Partial Partial Partial No No Partial Full Partial Partial Partial No
7.0 / 14 Full Full Partial Partial Partial Full Partial Partial Partial Partial No No Partial No
7.0 / 14 Full Full Partial Partial Partial Partial Partial No Full Full No Partial No No
7.0 / 14 Full Partial Full Partial Partial Partial Partial No Full Partial No Partial Partial No
7.0 / 14 Full Full Partial Full No Partial Partial No Full Partial Partial No Partial No
7.0 / 14 Partial Partial Full Partial Partial Partial Partial Partial Partial Partial Partial Partial Partial No
6.5 / 14 Full Partial Full Partial Full Partial Partial Partial Partial Partial No No No No
6.5 / 14 Partial Full Partial Full Partial Partial Partial Partial Partial Full No No No No
6.5 / 14 Partial Full Full Partial Partial Partial Partial No Partial Partial Partial No Partial No
6.5 / 14 Partial Partial Partial Partial Partial Partial Partial Partial Partial Partial No Partial Partial Partial
6.5 / 14 Full Full Partial Partial Partial Full No No Partial Partial No Partial Partial No
6.5 / 14 Full Full Full Partial No Partial Partial No Full Full No No No No
6.5 / 14 Partial Full Full Partial No Partial No No Partial Full No Partial Partial Partial
6.5 / 14 Full Full Partial Partial Partial Partial Partial Partial Partial Full No No No No
6.5 / 14 Partial Partial Full Partial Partial Full Partial No Partial Partial Partial No Partial No
6.0 / 14 Full Full Full Unknown Unknown Unknown Partial No Full Full No Partial Unknown No
6.0 / 14 Full Full Partial Full Full No No Partial No Partial No No No Partial
6.0 / 14 Partial Partial Partial Partial Partial Partial No No Partial Full No Partial Partial Partial
6.0 / 14 Full Full Full Partial No Full No No Partial Partial Partial No No No
6.0 / 14 Full Full Partial Partial No Partial Partial No Partial Partial No Partial Partial No
6.0 / 14 Full Full Full Partial Partial Partial No Partial Partial Partial No No No No
6.0 / 14 Partial Partial Full Full No Full Partial No No Partial No Full No No
6.0 / 14 Full Partial Partial Partial Partial Partial No Partial Partial Full No Partial No No
5.5 / 14 Partial Full Partial Partial Partial Partial Partial No No Full No No Partial No
5.5 / 14 Partial Partial Full Partial Partial Partial No Partial Partial Partial No Partial No No
5.5 / 14 Partial Partial Partial Partial Partial Partial No No Partial Full No No Partial Partial
5.5 / 14 Partial Partial Full Partial No Full Partial No No Partial No Partial Partial No
5.5 / 14 Partial Partial Full Partial No No Partial No Partial Partial Partial Partial Partial No
5.5 / 14 Partial Full Partial Partial No Partial Partial No Partial Partial No Partial Partial No
5.5 / 14 Partial Partial Full Partial No Partial No No Partial Full No Partial No Partial
5.5 / 14 Partial Full Partial Partial Partial Partial No Partial Partial Full No No No No
5.0 / 14 Full Partial Partial Partial No Partial Partial No Partial Partial No Partial No No
5.0 / 14 Full Full Partial Partial No Partial Partial No No Full No No No No
5.0 / 14 Full Partial Partial Partial No Partial Partial Partial Partial Partial No No No No
4.5 / 14 Partial Partial Partial Partial No No No No Partial Full No Partial No Partial
4.5 / 14 Partial Partial Partial Partial No No No Partial Partial Partial No No No Full
4.5 / 14 Partial Partial Partial Partial Partial Partial No No Partial Partial No Partial No No
4.0 / 14 Partial No Full Partial Partial Partial No No No Partial No No No Partial
4.0 / 14 Full Partial Partial Partial No No Partial No Partial Partial No No No No
4.0 / 14 Partial Partial Partial Partial Partial Partial No No No Partial No No No Partial
4.0 / 14 No Partial Partial Partial No Partial No No No Partial No Partial Partial Partial
4.0 / 14 Partial Partial Full Partial No Partial No No Partial No Partial No No No
4.0 / 14 Partial Partial Partial Partial No Partial Partial No No Full No No No No
4.0 / 14 No Partial Partial Partial No Partial No No Partial Partial No No Partial Partial
3.5 / 14 Partial Partial Partial Partial No No No No Partial Partial No Partial No No
3.5 / 14 Partial Partial Full No No Partial No No No Full No No No No
3.5 / 14 Partial Partial Full No No No No No Partial Partial No No No Partial
2.5 / 14 No Partial Partial Partial Partial No No No No Partial No No No No
Full / Explicit= Confirmed supportedPartial= Partial / limitedNo / Not documented= Not publicly documented as first-classUnknown / Unspecified= Not verified in public sources

Head to head comparisons (86)

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