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Head-to-head · AI Data Analysis Tools

Actian AI Analyst vs Calliope AI

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Actian AI Analyst #5 in AI Data Analysis Tools 8.3/10 14-day trial Free trial✓ 4 of 4 features Visit Actian
Calliope AI #7 in AI Data Analysis Tools 7.8/10 Free plan · 14-day trial Free planFree trial✓ 4 of 4 features Visit Calliope AI

Actian AI Analyst leads on 0 checks, Calliope AI on 1, and 4 are even. Who comes out ahead on the 5 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 · 8.3/10
  • Free planonly Calliope AI
  • Free trialboth

Actian AI Analyst scores higher on our rubric for ai data analysis tools: 8.3 against 7.8 out of 10; our editors rank them #5 and #7.

Calliope AI offers free plan; Actian AI Analyst doesn't.

Actian AI Analyst is the better fit for large enterprises needing governed analytics. Calliope AI is the better fit for governed SQL analysis with notebooks and Python.

  • Actian AI Analyst fits best

    Large enterprises needing governed analytics

  • Calliope AI fits best

    Governed SQL analysis with notebooks and Python

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Actian AI Analyst 8.3/10 Visit ↗ Calliope AI 7.8/10 Visit ↗
At a glance
Editor score 8.3 7.8
Ranking #5 in AI Data Analysis Tools #7 in AI Data Analysis Tools
Best for Large enterprises needing governed analytics Governed SQL analysis with notebooks and Python
Pricing model Paid Free plan + paid
Starting price $499/mo —
Free plan — ✓ (best)
Free trial 14 days 14 days
Free trial length 14 days 14 days
Deployment Cloud Cloud, Desktop, Self-hosted
Platforms Web Web, Windows, macOS, Linux
Integrations 18 integrations 10 integrations
Features Actian AI Analyst 4/4 · Calliope AI 4/4
SQL connections ✓ ✓
Natural-language queries ✓ ✓
AI visualizations ✓ ✓
Team collaboration ✓ ✓
Specs
File imports CSV Not checked yet
Maximum upload size Not checked yet Not checked yet
Export formats CSV CSV, Excel
Our review
Pros
  • Governed semantic layer for models, metrics, relationships, and glossary terms
  • Natural-language questions return charts, tables, reports, and follow-ups
  • Connects to SQL databases, data warehouses, Slack, and Microsoft Teams
  • Natural-language SQL with schema discovery and query validation
  • JupyterLab, Python execution, charts, and downloadable reports
  • RBAC, audit logging, collaboration, and broad database connectivity
Cons
  • Starts at $499 per month, with no free plan
  • Starter is limited to 10 users, 200 messages, and one AI Analyst Agent
  • API access is listed for Scale and Enterprise, not Starter or Growth
  • Paid BYOC Workbench and Managed Workbench plans require 10 seats
  • Managed Workbench is listed at $229 per seat per month
  • Custom deployment uses custom pricing and scope
Our verdict

Actian AI Analyst turns questions about business data into tables, charts, reports, and contextual follow-ups. It is aimed at business users, analysts, and data teams that want conversational access to SQL databases, warehouses, or CSV…

Read the review →

Calliope AI is a private AI platform for technical teams that need conversational database analysis in governed, reproducible workspaces. Its AI Lab combines JupyterLab, natural-language SQL, chart generation, notebook assistance,…

Read the review →
  1. Actian AI AnalystAI Data Analysis Tools 8.314-day trial
  2. Calliope AIAI Data Analysis Tools 7.8Free plan · 14-day trial

Strengths and trade-offs

  • Actian AI Analyst — where it wins

    • Governed semantic layer for models, metrics, relationships, and glossary terms
    • Natural-language questions return charts, tables, reports, and follow-ups
    • Connects to SQL databases, data warehouses, Slack, and Microsoft Teams

    Where it doesn't

    • Starts at $499 per month, with no free plan
    • Starter is limited to 10 users, 200 messages, and one AI Analyst Agent
    • API access is listed for Scale and Enterprise, not Starter or Growth
  • Calliope AI — where it wins

    • Natural-language SQL with schema discovery and query validation
    • JupyterLab, Python execution, charts, and downloadable reports
    • RBAC, audit logging, collaboration, and broad database connectivity

    Where it doesn't

    • Paid BYOC Workbench and Managed Workbench plans require 10 seats
    • Managed Workbench is listed at $229 per seat per month
    • Custom deployment uses custom pricing and scope
  • Actian AI Analyst8.3/10 · 14-day trial

    Natural-language analytics with semantic governance, priced from $499 per month.

    Visit ActianFull verdict →
  • Calliope AI7.8/10 · Free plan · 14-day trial

    Governed SQL, Python, notebooks, and visualizations for technical data teams.

    Visit Calliope AIFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update