Harvey vs Hebbia
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Harvey if you want ai platform for legal and professional services with supervised legal agents (Supervised agent, enterprise); choose Hebbia if you want enterprise ai research agent for finance and legal document analysis (matrix) (Supervised agent, enterprise).
| Harvey | Hebbia | |
|---|---|---|
| What it is | AI platform for legal and professional services with supervised legal agents | Enterprise AI research agent for finance and legal document analysis (Matrix) |
| Type | product-with-agents | product-with-agents |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | enterprise | enterprise |
| Best for | enterprise, mid-market | enterprise |
| Deployment | saas, api | saas, api |
| Modalities | text, api | text, api |
| Models | model-agnostic, gpt, claude, gemini | model-agnostic, gpt, claude, gemini |
| Protocols | rest-api | mcp, rest-api |
| Integrations | iManage, Microsoft Word, Microsoft Outlook, SharePoint, Box, LexisNexis | S&P Capital IQ, FactSet, PitchBook, SharePoint, Box, Snowflake |
| Capabilities | 4 documented | 4 documented |
Harvey
- +Deep, verifiable enterprise traction (use across a majority of the Am Law 100 and a PwC alliance)
- +Purpose-built legal workflows with LexisNexis primary law and tight Microsoft and iManage integration
- +Extremely well-capitalized, lowering vendor-survival risk
- -Hallucination risk is material in a high-stakes domain; even with low reported rates, customers stress validating every output
- -Expensive, opaque, quote-only pricing with seat minimums
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?
Harvey is ai platform for legal and professional services with supervised legal agents, best for enterprise, mid-market. 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.