Glean vs Hebbia
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Glean if you want enterprise work ai platform: permission-aware search, assistant, and agents (Supervised agent, enterprise); choose Hebbia if you want enterprise ai research agent for finance and legal document analysis (matrix) (Supervised agent, enterprise).
| Glean | Hebbia | |
|---|---|---|
| What it is | Enterprise Work AI platform: permission-aware search, assistant, and agents | Enterprise AI research agent for finance and legal document analysis (Matrix) |
| Type | platform | product-with-agents |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | enterprise | enterprise |
| Best for | enterprise, mid-market, developers | enterprise |
| Deployment | saas, self-hosted | saas, api |
| Modalities | text, api | text, api |
| Models | model-agnostic, gpt, claude, gemini | model-agnostic, gpt, claude, gemini |
| Protocols | mcp, rest-api | mcp, rest-api |
| Integrations | Slack, Google Workspace, Jira, Salesforce, Confluence, GitHub | S&P Capital IQ, FactSet, PitchBook, SharePoint, Box, Snowflake |
| Capabilities | 5 documented | 4 documented |
Glean
- +Best-in-class unified, permission-enforced index across many apps with citation-grounded answers
- +Genuinely model-agnostic and open: MCP host plus server, bring-your-own model, and on-prem deployment
- +One governed platform spanning search, assistant, and agents with built-in certification and monitoring
- -Opaque, expensive pricing with high seat minimums and add-on fees; reported fully-loaded deployments run into the hundreds of thousands
- -The autonomous-agents marketing outpaces demonstrated autonomy; in practice agents are supervised
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?
Glean is enterprise work ai platform: permission-aware search, assistant, and agents, best for enterprise, mid-market, developers. 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.