Consensus vs Hebbia
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Consensus if you want ai search engine that finds and synthesizes scientific evidence (Assistant, freemium); choose Hebbia if you want enterprise ai research agent for finance and legal document analysis (matrix) (Supervised agent, enterprise).
| Consensus | Hebbia | |
|---|---|---|
| What it is | AI search engine that finds and synthesizes scientific evidence | Enterprise AI research agent for finance and legal document analysis (Matrix) |
| Type | agent | product-with-agents |
| Autonomy | Assistant | Supervised agent |
| Pricing | freemium · Free; Premium reported ~$8.99/mo | enterprise |
| Best for | consumers, enterprise | enterprise |
| Deployment | saas | saas, api |
| Modalities | text, api | text, api |
| Models | gpt | model-agnostic, gpt, claude, gemini |
| Protocols | rest-api | mcp, rest-api |
| Integrations | Semantic Scholar, OpenAI GPT | S&P Capital IQ, FactSet, PitchBook, SharePoint, Box, Snowflake |
| Capabilities | 4 documented | 4 documented |
Consensus
- +The Consensus Meter is a genuinely useful at-a-glance evidence aggregator
- +Huge corpus (200M+ papers) with credible search infrastructure and OpenAI synthesis
- +Generous free tier plus student and clinician discounts
- -Locked to OpenAI models; less flexible than model-agnostic rivals
- -The Consensus Meter is best for binary questions and weaker on nuanced topics
Hebbia
- +Processes full document sets across premium financial data with step-by-step linked citations, addressing the trust gap in regulated work
- +Model-agnostic with task-based routing, including vision models for charts and slides
- +Strong enterprise traction with demanding named customers
- -Fully opaque, expensive, sales-led pricing that excludes smaller firms
- -Vendor-reported impact and accuracy metrics are not independently audited
Which should you choose?
Consensus is ai search engine that finds and synthesizes scientific evidence, best for consumers, enterprise. Hebbia is enterprise ai research agent for finance and legal document analysis (matrix), best for enterprise. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.