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Head-to-head · Agentic Analytics Software

Actian AI Analyst vs ThoughtSpot

  • Updated Oct 2026
  • Both researched from official sources
  • 2 checks side by side
Higher score Actian AI Analyst #1 in Agentic Analytics Software 9.3/10 14-day trial Free trial✓ 0 of 2 features Visit Actian
ThoughtSpot #4 in Agentic Analytics Software 8.8/10 Paid ✓ 0 of 2 features Visit ThoughtSpot

Actian AI Analyst leads on 0 checks, ThoughtSpot on 1, and 1 is even. Who comes out ahead on the 2 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreActian AI Analyst · 9.3/10
  • Lowest starting priceThoughtSpot · $25/user/mo
  • Free trialonly Actian AI Analyst

Actian AI Analyst scores higher on our rubric for agentic analytics software: 9.3 against 8.8 out of 10; our editors rank them #1 and #4.

ThoughtSpot is cheaper to start at $25/user/mo against $499/user/mo.

Actian AI Analyst is the better fit for teams seeking governed enterprise conversational analytics. ThoughtSpot is the better fit for teams exploring data and embedding analytics.

  • Actian AI Analyst fits best

    Teams seeking governed enterprise conversational analytics

  • ThoughtSpot fits best

    Teams exploring data and embedding analytics

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Side by side

Feature Actian AI Analyst 9.3/10 Visit ↗ ThoughtSpot 8.8/10 Visit ↗
At a glance
Editor score 9.3 8.8
Ranking #1 in Agentic Analytics Software #4 in Agentic Analytics Software
Best for Teams seeking governed enterprise conversational analytics Teams exploring data and embedding analytics
Pricing model Paid Paid
Starting price $499/mo $25/user/mo (best)
Free plan — —
Free trial 14 days —
Deployment Cloud Cloud, Mobile
Platforms Web Web, iOS, Android
Integrations 18 integrations 11 integrations
Features Actian AI Analyst 0/2 · ThoughtSpot 0/2
Natural-language analysis Not checked yet Not checked yet
Governance controls Not checked yet Not checked yet
Specs
Data connectors Not checked yet Not checked yet
Agent actions Not checked yet Not checked yet
Data deployment Not checked yet Not checked yet
User interfaces Not checked yet Not checked yet
Our review
Pros
  • A semantic layer defines models, metrics, relationships and glossary terms.
  • Returns charts, tables and reports, with follow-ups and scheduled insights.
  • Connects to SQL databases and warehouses, plus Slack and Microsoft Teams.
  • Natural-language search and Spotter AI Agents support interactive analysis
  • Row-, column-, and object-level security with semantic modeling
  • Embedding options include dashboards, visualizations, an API, and SDK
Cons
  • Starter costs $499 per month and includes 200 messages.
  • The Starter and Growth plans cap users, agents and tables per agent.
  • CSV is the listed file-upload option for exploratory analysis.
  • No free plan; Essentials starts at $25 per user per month, billed annually
  • AI search and Spotter AI Agents are listed on Pro, not Essentials
  • Enterprise and embedded plan prices are not stated here
Our verdict

Actian AI Analyst brings conversational analytics to business users, analysts and data teams working with governed business data. Users can ask questions in natural language and receive charts, tables, structured reports and contextual…

Read the review →

ThoughtSpot combines business intelligence with agentic analytics for teams that need to explore governed business data, build interactive dashboards, and distribute insights. Its natural-language search, semantic layer, KPI monitoring,…

Read the review →
  1. Actian AI AnalystAgentic Analytics Software 9.314-day trial
  2. ThoughtSpotAgentic Analytics Software 8.8Paid

Strengths and trade-offs

  • Actian AI Analyst — where it wins

    • A semantic layer defines models, metrics, relationships and glossary terms.
    • Returns charts, tables and reports, with follow-ups and scheduled insights.
    • Connects to SQL databases and warehouses, plus Slack and Microsoft Teams.

    Where it doesn't

    • Starter costs $499 per month and includes 200 messages.
    • The Starter and Growth plans cap users, agents and tables per agent.
    • CSV is the listed file-upload option for exploratory analysis.

  • ThoughtSpot — where it wins

    • Natural-language search and Spotter AI Agents support interactive analysis
    • Row-, column-, and object-level security with semantic modeling
    • Embedding options include dashboards, visualizations, an API, and SDK

    Where it doesn't

    • No free plan; Essentials starts at $25 per user per month, billed annually
    • AI search and Spotter AI Agents are listed on Pro, not Essentials
    • Enterprise and embedded plan prices are not stated here

More comparisons

All agentic analytics software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update