Agentic Index
Compare the best Data analyst agents (2026)
This comparison scores all 64 data analyst agents across the same 14 agentic AI capabilities, researched from public sources. Appian shows the broadest documented coverage; see the full ranking for the ordered list.
This page compares 64 data analyst agents that query, analyze, and explain business data in plain language. Each vendor is scored across 14 buyer-facing capabilities, including knowledge grounding, integration depth, governance, and observability. Use it to survey the full field before narrowing to a shortlist.
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 | A Appian |
D Dataiku |
c camelAI |
C Corelayer |
R Redbird |
D Datafold |
P Parashift |
T ThoughtSpot (Spotter) |
W Wisdom AI |
A Aera Technology |
F FinOpsly |
G Genspark AI Workspace |
K Kaaj AI |
O Opensee |
P Potato |
S Snowplow |
Z Zenlytic |
B Buster |
C Connecty AI |
k ketteQ |
 Owkin |
 Pluvo |
 Polymr |
 Querio |
 Seek AI |
 Definite |
 Lumi AI |
 Wobby |
 Alloy.ai |
 Fabi.ai |
 Hex |
 Julius AI |
 Prophet |
 Scoop Analytics |
 Suplari |
 Tastewise |
 AnswerRocket |
 Onetab |
 Pluto7 |
 Powerdrill |
 Tellius |
 Chord |
 Defog.ai |
 Kenmei |
 Unscrambl |
 VantedgeAI |
 Brewit |
 MoBagel |
 Vivox AI |
 Datapad |
 Kyrok |
 OpenEvidence |
 ScienceMachine |
 Archimetis |
 AskYourDatabase |
 Athenic AI |
 BlazeSQL |
 Firmbase |
 MOGOPLUS |
 profitize |
 AskEarth |
 PangeAI |
 Flaunt |
 Smart Bricks |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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Entry price Lowest public entry point |
Contact sales; no list prices published | Free community edition; paid enterprise editions priced by users and capabilities through sales | Free tier available (start free, no SQL needed); self serve paid and enterprise tiers (self hosted, VPC) with pricing not retrieved this session. | No public pricing; demo-led enterprise sales, with an on-site ROI calculator to estimate savings on production-support costs. | Contact sales | 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. | Pricing page published; figures not read this pass | Published tiers plus enterprise (amounts not captured) | Not public; enterprise sales, free trial available, terms scale with seats and data scope | Contact sales | Free under $50K annual tech spend; paid from $12,000/year | Free tier with about one hundred credits per day; Plus about twenty five dollars per month, Pro about two hundred fifty dollars per month | Custom (contact sales) | Enterprise pricing via AWS Marketplace or direct; not publicly listed | Beta (join waitlist; no public pricing) | Free open source Community Edition to self host; commercial platform quoted through enterprise engagement, typically on event volume | Self-serve for teams up to 10; enterprise custom | Free, open source (self host) | 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. | Contact sales | K Navigator is free to academic researchers (beta, waitlisted, 6-month evaluation); K Pro is an enterprise co-pilot sold via demo and multi-year licensing with no public rate. | Custom (contact sales) | No public pricing; book a demo | Free exploration; Explore ~$10,788/yr per workspace | Custom enterprise (contact sales) | Free (qualifying startups); Growth $1,000/mo; Business $2,500/mo; Ent. custom | Custom enterprise (pilot; contact sales) | 14-day free trial; message-based tiers | Contact sales | Free tier; from $39/mo per seat | Published plans plus enterprise (amounts not captured) | Free plan; from $35/mo | Contact sales; no public pricing. Enterprise decision intelligence platform with 6 to 8 week onboarding. | Free trial; from $99/mo per seat | Enterprise pricing; not publicly listed | Not public; demo led enterprise subscription, with custom agents scoped through sales | Contact sales | Free to start; paid pricing not published | Custom (setup plus subscription plus usage) | Free plan; Chat from $3.90/mo, Bloom from $19.90/mo | Contact sales | No public pricing; contracts are quoted through sales | Free plan (API access); paid from ~$599/mo (third party) | No public pricing; contact sales | Custom (daily consumption; contact sales) | Not public. VantedgeAI serves institutional investors and funds through an enterprise motion; funds reach out directly to try the platform, and the Agent Marketplace is waitlisted. | Free trial; paid plans not public | Not public; sold through enterprise sales and a co-deployment partner model, quoted by scope | Custom (contact sales) | Free tier; Pro paid (monthly/annual) | Not public; sold through direct engagement to pharma and chemical SMEs, module by module | Free for verified clinicians | Custom (contact sales) | Custom (contact sales) | Free via ChatGPT plugin; paid tiers ~$23-$49/mo; enterprise/embedding custom | Pricing not publicly listed; positioned as affordable for startups through enterprise, quoted on request | Free tier; Pro from $39/mo; Team; Enterprise custom (from ~$500/mo, on-prem) | Contact for pricing | Pay-per-call usage-based; free trial with sandbox | Public tiers, quoted monthly: from about one hundred forty nine euros per month for the small plan (2 integrations, automated reports, mobile app, and AI cost tips); about one hundred ninety nine euros per month for 6 integrations, budgeting, and AI forecasts with up to 5 users; and from about four hundred forty nine euros per month for unlimited integrations, full modules, and cashflow analysis for hotel groups. | Not public. askEarth is an enterprise geospatial intelligence product used by industry players in energy, insurance, and commodity trading; pricing is not published. | Not published; PangeAI is in early access. Analysts expect a SaaS or enterprise licensing model, unconfirmed. | Free plan; paid tiers not public | Contact for pricing |
|
Pricing confidence How public the numbers are |
Contact only | Public, partial | Public, partial | Contact only | Contact only | Public, partial | Public, partial | Public, partial | Contact only | Contact only | Public, exact | Contact only | Contact only | Contact only | Contact only | Contact only | Public, partial | Public, exact | Public, partial | Contact only | Contact only | Contact only | Contact only | Public, partial | Contact only | Public, partial | Contact only | Public, partial | Contact only | Public, exact | Public, partial | Public, exact | Contact only | Public, exact | Contact only | Contact only | Contact only | Public, partial | Contact only | Public, exact | Contact only | Contact only | Public, partial | Contact only | Contact only | Contact only | Contact only | Contact only | Contact only | Public, exact | Contact only | Public, partial | Contact only | Contact only | Public, exact | Contact only | Public, exact | Contact only | Contact only | Public, partial | Contact only | Contact only | Public, partial | Contact only |
|
Billing Primary billing axis |
per named user and per application, by tier, with metered AI actions and token limits | users and platform capabilities | seats and usage, plus enterprise self-hosted | Not published; enterprise production-support platform. | — | number of legacy objects and migration complexity | — | platform tier and users, with a separate lower-cost Spotter Embed option for embedding into customer-facing applications | seats and data scope | not disclosed | 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. | credit based freemium; per seat on Team; heavy jobs consume many credits | — | Enterprise engagements scoped to data volume and deployment; available via AWS Marketplace or direct. | — | event volume for the commercial platform; free for the open source Community Edition | — | — | Per seat or usage based; query volume and warehouse compute scale with use. | deployment path (augment existing systems vs full platform) | K Navigator free for academics; K Pro enterprise licensing. | — | — | — | — | — | — | — | — | — | seats and plan tier, with an enterprise tier for larger deployments | — | not disclosed; enterprise platform | — | Enterprise engagements scoped to spend under management and connected systems. | enterprise subscription, believed scaled to markets, seats, and agent scope | enterprise platform contract scoped to users and deployed skills or agents | not disclosed | — | — | enterprise platform contract scoped to users and agent workloads | not published; enterprise contract likely scaled by revenue band or data volume | — | — | — | Institutional and enterprise engagement; document and model usage scale with analysis volume. | — | enterprise subscription, believed scaled to agents, data volume, and deployment scope | — | — | subscription scoped to modules, users, and sites | — | — | Not disclosed. No unit of pricing is published — not per plant, per site, per seat, per unit monitored or per tag. | — | — | — | — | — | Monthly subscription tiered by number of integrations and users, with a groups tier. | Enterprise engagement; geospatial data and model usage scale with query volume and area analyzed. | Not published; expected SaaS/enterprise licensing (unconfirmed) | — | not disclosed |
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Variable cost Workload / overage exposure |
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Buying motion Self-serve vs sales call |
Sales call | Sales call | Mixed | Sales call | Sales call | Sales call | Mixed | Sales call | Sales call | Sales call | Sales call | Mixed | Sales call | Sales call | Mixed | Sales call | — | — | Mixed | Sales call | Sales call | Sales call | Sales call | — | — | — | — | — | Sales call | — | Self-serve | — | Sales call | — | Sales call | Sales call | Sales call | Mixed | Sales call | — | Sales call | Sales call | — | Sales call | — | Sales call | — | Sales call | Sales call | — | Sales call | Mixed | Sales call | Sales call | — | — | — | Sales call | Mixed | Mixed | Sales call | Sales call | — | Mixed |
Capability matrix (64 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
A
Appian
|
14.0 / 14 | Full | Full | Full | Full | Full | Full | Full | Full | Full | Full | Full | Full | Full | Full |
|
D
Dataiku
|
12.0 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Partial | Full | Full | Full | No |
|
c
camelAI
|
11.5 / 14 | Full | Full | Full | Partial | Full | Full | Full | Full | Partial | Full | Partial | Full | Partial | Partial |
| 11.5 / 14 | Full | Full | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Full | No | No | |
|
R
Redbird
|
11.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Partial | Partial | Partial | Full | Partial |
|
D
Datafold
|
11.0 / 14 | Full | Partial | Full | Full | Full | Full | Partial | Full | Partial | Partial | Full | Full | Full | No |
| 11.0 / 14 | Unknown | Unknown | Partial | Unknown | Unknown | Unknown | No | Unknown | Unknown | Unknown | Unknown | Unknown | Partial | No | |
| 10.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Partial | Full | Full | No | Full | Partial | No | |
| 10.5 / 14 | Full | Full | Full | Partial | Full | Full | Full | Partial | Full | Full | No | Full | Partial | No | |
| 10.0 / 14 | Full | Full | Full | Full | Partial | Full | Full | Partial | Partial | Full | Partial | No | Partial | No | |
|
F
FinOpsly
|
10.0 / 14 | Full | Full | Partial | Full | Full | Full | Partial | Partial | Full | Full | No | Partial | Full | No |
| 10.0 / 14 | Full | Full | Full | Partial | Full | Partial | Partial | Partial | Full | Full | Full | No | No | Full | |
|
K
Kaaj AI
|
10.0 / 14 | Full | Full | Full | Full | Full | Full | Full | Partial | Partial | Full | No | Partial | Partial | No |
|
O
Opensee
|
10.0 / 14 | Full | Full | Full | Full | Partial | Full | Full | Partial | Partial | Partial | Full | Partial | Partial | No |
|
P
Potato
|
10.0 / 14 | Full | Full | Full | Partial | Partial | Full | Full | Partial | Partial | Partial | Partial | Full | Full | No |
|
S
Snowplow
|
10.0 / 14 | Full | Partial | Full | Partial | Full | Full | Full | Full | Partial | Full | No | Full | Partial | No |
|
Z
Zenlytic
|
10.0 / 14 | Full | Full | Full | Full | Full | Full | Full | Partial | Partial | Full | No | Partial | Partial | No |
|
B
Buster
|
9.0 / 14 | Full | Full | Full | Partial | No | Partial | Partial | Full | No | Full | Partial | Full | Full | No |
| 9.0 / 14 | Full | Full | Full | Full | Full | Full | Partial | Partial | No | Partial | No | Full | Partial | No | |
|
k
ketteQ
|
9.0 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Full | No | Partial | Full | No |
|
O
Owkin
|
9.0 / 14 | Full | Full | Full | Partial | Partial | Partial | Partial | Partial | Full | Partial | Partial | Partial | Full | No |
|
P
Pluvo
|
9.0 / 14 | Full | Full | Full | Partial | Partial | Full | Full | Partial | Partial | Full | No | Partial | Partial | No |
|
P
Polymr
|
9.0 / 14 | Full | Full | Full | Full | Partial | Full | Partial | No | Full | Full | Partial | No | Partial | No |
|
Q
Querio
|
9.0 / 14 | Full | Full | Full | Partial | Full | Full | Partial | Full | Partial | Partial | No | Partial | Partial | No |
|
S
Seek AI
|
9.0 / 14 | Full | Partial | Full | Partial | Full | Partial | Partial | Full | Partial | Partial | Partial | Full | Partial | No |
|
D
Definite
|
8.5 / 14 | Full | Full | Full | Partial | Full | Full | Partial | No | Partial | Full | No | Full | No | No |
|
L
Lumi AI
|
8.5 / 14 | Full | Full | Full | Partial | Full | Partial | Partial | Full | Partial | Full | No | No | Partial | No |
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W
Wobby
|
8.5 / 14 | Full | Full | Full | Full | Partial | Full | Partial | Partial | Partial | Full | No | No | Partial | No |
|
A
Alloy.ai
|
8.0 / 14 | Full | Full | Full | Full | Full | Full | Partial | Partial | Full | Full | No | Partial | Partial | No |
|
F
Fabi.ai
|
8.0 / 14 | Full | Partial | Partial | Partial | Partial | Partial | Partial | No | Partial | Full | Full | Full | Partial | No |
|
H
Hex
|
8.0 / 14 | Full | Full | Full | Partial | Partial | Full | Partial | No | Partial | Full | No | Partial | Partial | No |
| 8.0 / 14 | Full | Partial | Full | Partial | Full | Partial | Partial | No | Partial | Full | Full | No | Partial | No | |
|
P
Prophet
|
8.0 / 14 | Full | Full | Full | Partial | Partial | Partial | Full | Partial | Partial | Partial | No | Partial | Partial | No |
| 8.0 / 14 | Full | Full | Full | Partial | Partial | Partial | Partial | No | Partial | Full | Full | No | Partial | No | |
|
S
Suplari
|
8.0 / 14 | Unknown | Unknown | Unknown | Unknown | Partial | Unknown | Unknown | Unknown | Unknown | Unknown | Unknown | Partial | Unknown | Unknown |
| 8.0 / 14 | Full | Partial | Full | Full | Partial | Full | No | No | Full | Partial | No | Full | Partial | No | |
| 7.5 / 14 | Full | Full | Full | No | No | Partial | No | No | Full | Full | Partial | Full | Partial | No | |
|
O
Onetab
|
7.5 / 14 | Unknown | Unknown | Partial | Unknown | Partial | Unknown | No | Partial | Unknown | Partial | No | Partial | No | No |
|
P
Pluto7
|
7.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Partial | No | Partial | Full | No |
| 7.5 / 14 | Partial | Full | Partial | Partial | Partial | Partial | Full | Full | Partial | Partial | No | Partial | Partial | No | |
|
T
Tellius
|
7.5 / 14 | Partial | Full | Full | Partial | Partial | Full | Partial | No | Full | Full | No | No | Partial | No |
|
C
Chord
|
7.0 / 14 | Full | Full | Full | Partial | No | Full | Partial | No | Full | Partial | No | Partial | No | No |
|
D
Defog.ai
|
7.0 / 14 | Partial | Partial | Partial | Partial | Partial | Partial | Partial | Full | No | Partial | No | Full | Full | No |
|
K
Kenmei
|
7.0 / 14 | Partial | Full | Full | Partial | Partial | Partial | No | Full | Full | Full | No | Unknown | No | No |
| 7.0 / 14 | Full | Partial | Partial | Partial | Partial | Partial | Partial | Full | Partial | Partial | No | Partial | Partial | No | |
| 7.0 / 14 | Partial | Partial | Full | Partial | Partial | Partial | Partial | Partial | Partial | Partial | No | Full | Partial | No | |
|
B
Brewit
|
6.5 / 14 | Partial | Partial | Full | Partial | No | Partial | Partial | Full | No | Partial | Partial | No | Full | No |
|
M
MoBagel
|
6.5 / 14 | Partial | Full | Partial | Partial | No | Partial | No | Partial | Full | Partial | No | Full | Partial | No |
|
V
Vivox AI
|
6.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Partial | Full | Partial | Partial | Partial | Full | No |
| 6.0 / 14 | Full | Full | Partial | No | No | Partial | Full | No | Partial | Full | No | Partial | No | No | |
| 6.0 / 14 | Full | Full | Full | Full | Full | Partial | Partial | Partial | Partial | Full | No | Partial | Partial | No | |
| 6.0 / 14 | Partial | Partial | Full | Partial | Full | Partial | No | Partial | Partial | Partial | Partial | No | No | No | |
| 6.0 / 14 | Partial | Full | Full | Partial | Partial | Partial | Partial | Partial | No | Partial | No | No | Partial | No | |
| 5.5 / 14 | Partial | Partial | Full | Full | Partial | Full | No | No | No | Full | No | No | No | No | |
| 5.5 / 14 | Partial | Partial | Partial | Partial | Partial | Partial | Partial | Partial | No | Partial | No | Partial | Partial | No | |
| 5.5 / 14 | Partial | Full | Full | Partial | No | Partial | Partial | No | No | Full | No | No | Partial | No | |
| 5.5 / 14 | Partial | Partial | Partial | Partial | Partial | Partial | Partial | Partial | No | Partial | No | Partial | Partial | No | |
| 5.5 / 14 | Partial | Full | Full | Partial | Partial | Partial | No | Unknown | Full | Partial | No | No | No | No | |
| 4.5 / 14 | Partial | No | Partial | Partial | No | No | No | No | Full | Partial | No | Full | Partial | No | |
| 4.5 / 14 | Full | Partial | Partial | Partial | Partial | Partial | No | Partial | No | Partial | No | No | No | No | |
| 4.0 / 14 | Full | Partial | Full | No | No | No | No | No | No | No | Full | Partial | No | No | |
| 4.0 / 14 | Partial | Partial | Partial | Partial | No | Partial | Partial | No | Partial | Partial | No | No | No | No | |
| 3.5 / 14 | Partial | Partial | Partial | No | No | No | Full | No | Partial | Partial | No | No | No | No | |
| 3.5 / 14 | Partial | Partial | Unknown | Partial | No | Partial | 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 (31)
- Julius AI vs Powerdrill
- Seek AI vs Zenlytic
- AskYourDatabase vs BlazeSQL
- BlazeSQL vs Julius AI
- Buster vs Fabi.ai
- Datapad vs Julius AI
- Defog.ai vs Seek AI
- Querio vs Zenlytic
- Fabi.ai vs Julius AI
- Scoop Analytics vs Wobby
- camelAI vs Querio
- Wisdom AI vs Zenlytic
- Definite vs Scoop Analytics
- Brewit vs Datapad
- Lumi AI vs Unscrambl
- Redbird vs Zenlytic
- Kaaj AI vs MOGOPLUS
- AnswerRocket vs Tellius
- AnswerRocket vs Connecty AI
- Tellius vs ThoughtSpot (Spotter)
- Hex vs ThoughtSpot (Spotter)
- AskEarth vs PangeAI
- Potato vs ScienceMachine
- Opensee vs VantedgeAI
- Pluvo vs Prophet
- Alloy.ai vs Tastewise
- Athenic AI vs Flaunt
- Owkin vs Potato
- Dataiku vs ThoughtSpot (Spotter)
- Datafold vs Dataiku
- camelAI vs Redbird