Consensus vs Sourcetable
A side-by-side comparison of Consensus and Sourcetable — pricing, free tiers, and who each tool is genuinely best for.
| Tagline | AI search engine that finds answers in peer-reviewed research | AI spreadsheet that connects to your databases and APIs |
| Category | AI Data & Research | AI Data & Research |
| Pricing | Free tier; Premium ~$9/mo (billed annually), Enterprise custom (approximate) | Free tier with basic functionality; Pro ~$20/user/mo; database-connectivity plans higher — check the site. |
| Free tier | ||
| Best for | People who want evidence-based answers drawn directly from peer-reviewed scientific literature. | Analysts who need live database data in a spreadsheet and want AI to handle query generation and visualization. |
| Not for | Users analyzing private business data or needing non-academic, general web research. | Data engineers needing version-controlled pipelines or dbt — Sourcetable is an analyst-facing interface layer. |
| Use cases | Find scientific evidence on a question Search peer-reviewed papers with AI Summarize study findings Evidence-based research | Natural language database queries Live data spreadsheets Automated chart generation SQL-free exploration |
| Visit Consensus | Visit Sourcetable |
Consensus
Choose it if: People who want evidence-based answers drawn directly from peer-reviewed scientific literature.
Sourcetable
Choose it if: Analysts who need live database data in a spreadsheet and want AI to handle query generation and visualization.