Rill vs ThoughtSpot
No clear leader: ThoughtSpot (64.4) and Rill (64.0) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.
Capabilities
Feature-by-feature on the axes that matter for bi software. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Rill
A business intelligence tool designed for both AI agents and human users, built on OLAP engines like ClickHouse and DuckDB. It uses code-driven configuration (YAML and SQL), provides a semantic layer for consistent metric definitions, supports conversational queries in natural language, and includes interactive dashboards with row-level access control.
ThoughtSpot
Cloud-based analytics platform combining natural language querying, governed data preparation, and embedded analytics capabilities. Enables teams to prepare data, define metrics once, and deliver trusted insights across dashboards, applications, and workflows using AI-powered agentic analytics.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Rill
From $20/seat/month. Free tier with $250 credit. Hybrid seat + usage-based pricing
- Starter$20/seat/month + $0.15/compute unit-hour
- Platform access
- Unlimited dashboards, reports, alerts
- Embedded analytics (previews only)
- Agentic analytics (1M tokens/seat/month)
- API access (2,500 calls/seat/month, $0.01/call overage)
- +3 more
- Growth$30/seat/month + $500/month embedded + $0.20/compute unit-hour
- Platform access
- Unlimited dashboards, reports, alerts
- Embedded analytics ($500/month up to 100 active seats)
- Agentic analytics (2M tokens/seat + 200k/embedded)
- API access (5,000 calls/seat + 500/embedded, $0.01/call overage)
- +6 more
- EnterpriseContact sales
- Platform access (unlimited seats)
- Unlimited dashboards, reports, alerts
- Embedded analytics (unlimited active seats)
- Agentic analytics (custom quota)
- API access (custom quota)
- +3 more
ThoughtSpot
From $25/user/mo. Free trial for 1 year.
- Essentials$25/user/mo billed annually
- Dynamic interactive dashboards
- Actionable insights
- Pro$50/user/mo billed annually
- AI-powered dashboards and automated insights
- Natural-language search and data exploration
- Spotter AI Agents (25 queries/month per user)
- Analyst Studio for advanced analytics
- EnterpriseContact sales
- AI-powered dashboards and automated insights
- Natural-language search and data exploration
- Spotter AI Agents with Unlimited LLM tokens
- Analyst Studio for advanced analytics
- Unlimited users and data
- +3 more
- DeveloperFree
- Dynamic embeddable AI dashboards and visualizations
- Industry leading API & SDK
- Natural-language search and data exploration
- Spotter AI Agents with Unlimited LLM tokens
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- ChatGPT
Rill
- Claude Code
- Cursor
- S3
- Google Cloud Storage
- ClickHouse
- ClickHouse Cloud
- DuckDB
- MotherDuck
- Druid
- Pinot
- Google SSO
- Microsoft SSO
- Okta
- SAML
- GCS
ThoughtSpot
- Snowflake
- Databricks
- Amazon Redshift
- OpenAI
- Google Gemini
- Claude
- Snowflake Cortex
- Model Context Protocol (MCP) connectors
- Redshift
- dbt
- Apache Ossie
- BigQuery
- PostgreSQL
- Excel
- Google Sheets
Rill or ThoughtSpot: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.