Consensus vs ThoughtSpot
A side-by-side comparison of Consensus and ThoughtSpot — pricing, free tiers, and who each tool is genuinely best for.
| Tagline | AI search engine that finds answers in peer-reviewed research | Search and AI-driven analytics for self-service business intelligence |
| Category | AI Data & Research | AI Data & Research |
| Pricing | Free tier; Premium ~$9/mo (billed annually), Enterprise custom (approximate) | Free trial; Team plan from ~$1,250/mo, Enterprise custom pricing (approximate) |
| Free tier | ||
| Best for | People who want evidence-based answers drawn directly from peer-reviewed scientific literature. | Enterprises wanting governed self-service analytics where business users query a cloud warehouse in natural language. |
| Not for | Users analyzing private business data or needing non-academic, general web research. | Individuals or small teams looking for a cheap tool to quickly analyze a single spreadsheet. |
| Use cases | Find scientific evidence on a question Search peer-reviewed papers with AI Summarize study findings Evidence-based research | Natural-language search over a data warehouse Self-service BI dashboards Automated insight generation Embedded analytics in products |
| Visit Consensus | Visit ThoughtSpot |
Consensus
Choose it if: People who want evidence-based answers drawn directly from peer-reviewed scientific literature.
ThoughtSpot
Choose it if: Enterprises wanting governed self-service analytics where business users query a cloud warehouse in natural language.