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Hebbia (Matrix)

14 research-agent/Hebbia/ACTIVE/aka Hebbia Matrix, Matrix

Hebbia (Matrix) is the analyst agent for finance, legal, and consulting: it runs multi-step queries across thousands of internal documents — filings, contracts, transcripts — and returns structured, cited grids.

SEC.01

What it does

  • 01Matrix multi-document analysis
  • 02Licensed + internal corpora
  • 03Cited cell-level answers
  • 04Diligence workflows
  • 05Enterprise security
  • 06Query playbooks
SEC.02

Who it's for

Institutions doing document-heavy diligence — PE/VC, credit, legal — where answers must trace to specific pages.

PRICING

Pricing

Enterprise (quote-based). List prices as checked against the vendor's pricing page on 2026-09-25; plans change often, so confirm before deciding.

caveat · before you adopt

Enterprise contracts and onboarding; overkill for public-web questions — this is a corpus product, not a search box.

ALT

Other research agents (6)

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Perplexity

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chat/api · cloud · Free; Pro $20/mo; Max $200/mo

Genspark

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chat/api · cloud · Free credits; Plus ~$25/mo — verify

Elicit

Elicit · research-agent

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AlphaSense

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chat/api · cloud · Enterprise (quote-based)
FAQ

Frequently asked

What is Hebbia (Matrix)?

Hebbia (Matrix) is the analyst agent for finance, legal, and consulting: it runs multi-step queries across thousands of internal documents — filings, contracts, transcripts — and returns structured, cited grids.

Who is Hebbia (Matrix) for?

Institutions doing document-heavy diligence — PE/VC, credit, legal — where answers must trace to specific pages.

How much does Hebbia (Matrix) cost?

Enterprise (quote-based). List prices as checked against the vendor's pricing page on 2026-09-25; plans change often, so confirm before deciding.

Does Hebbia (Matrix) run locally or in the cloud?

Hebbia (Matrix) runs in the vendor's cloud. Its interfaces are a chat surface (Slack, messenger, or web app), an API or protocol.

What are alternatives to Hebbia (Matrix)?

Other research agent entries in the catalog: ChatGPT Deep Research, Gemini Deep Research, Perplexity, Genspark, Elicit, AlphaSense. Different categories solve the same problem differently — see the Research & analyst agents category page for tradeoffs.

What should I know before adopting Hebbia (Matrix)?

Enterprise contracts and onboarding; overkill for public-web questions — this is a corpus product, not a search box.