# Hebbia (Matrix) [14 research-agent](https://www.agentlist.io/categories/research-agent)/[Hebbia](https://www.agentlist.io/ai/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. - [Web research](https://www.agentlist.io/capabilities/web-research) - [Cited answers](https://www.agentlist.io/capabilities/citations) 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) [ChatGPT Deep Research OpenAI · research-agent chat/api · cloud · Included in ChatGPT tiers (query limits vary); API via deep-research models](https://www.agentlist.io/systems/deep-research) [Gemini Deep Research Google · research-agent chat/api · cloud · Included in Google AI Pro/Ultra](https://www.agentlist.io/systems/gemini-deep-research) [Perplexity Perplexity · research-agent chat/api · cloud · Free; Pro $20/mo; Max $200/mo](https://www.agentlist.io/systems/perplexity) [Genspark Genspark · research-agent chat/api · cloud · Free credits; Plus ~$25/mo — verify](https://www.agentlist.io/systems/genspark) [Elicit Elicit · research-agent chat/api · cloud · Free; Plus ~$12/mo; Pro ~$49/mo — verify](https://www.agentlist.io/systems/elicit) [AlphaSense AlphaSense · research-agent chat/api · cloud · Enterprise (quote-based)](https://www.agentlist.io/systems/alphasense) 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. Spec sheet **Name**: Hebbia (Matrix) **Vendor**: [Hebbia](https://www.agentlist.io/ai/hebbia) **Category**: [Research & analyst agents](https://www.agentlist.io/categories/research-agent) **Interfaces**: chat · api **Hosting**: cloud **Pricing**: Enterprise (quote-based) **Status**: actively maintained **Integrates**: - [SharePoint](https://www.agentlist.io/integrations/sharepoint) - [Google Drive](https://www.agentlist.io/integrations/google-drive) **Aliases**: Hebbia Matrix, Matrix **Record ID**: `sys://hebbia/hebbia` **Verified**: [2026-09-25](https://www.agentlist.io/changelog) Sources - [↗ www.hebbia.ai](https://www.hebbia.ai/) Catalog entries are editorial records, not paid placements or endorsements. Pricing and status are approximate as of the seed date. --- Source: [Hebbia (Matrix) — RESEARCH-AGENT by Hebbia | agentlist.io](https://www.agentlist.io/systems/hebbia). This is the public page rendered as Markdown; interactive controls require the website.