Hebbia review (2026): is it worth it?
AI research agents for finance and legal teams
Black Friday: is there a Hebbia sale?
Hebbia report card
Weak · out of 4.0 · graded Nov 12, 2026
Best for finance and legal teams reading large piles of documents
Hebbia runs AI research across deal documents, filings and data rooms, with a grid view where one question is asked of many files at once. No price is published, and many of its data connectors only work if your firm already holds the licence for that data.
Who Hebbia is for
- Fits if you work in banking, private equity or credit and review big document sets
- Works for law firms pulling terms out of many contracts at once
Who Hebbia is not for
- Not for you if you want a published price, as only a demo request is offered
- Skip it if you are an individual or small team, since it is aimed at institutional finance and legal work
- Watch out: connectors such as FactSet or PitchBook depend on a licence you pay for separately
- Not for you if you want a free try, because none is offered
Why Hebbia gets a 1.8
Five grades, each with its reason. The GPA is their average: an A is 4 points, an F is none.
- CValue for moneyNo price is published, only a demo request, so it sits at the middle of the category by default.
- FFree plan and trialNo free plan and no trial. You request a demo.
- CFeaturesA deal-team agent, a document grid, API access and connectors to FactSet, PitchBook, Datasite and Box. The listing notes several connectors need your own data licence.
- CEase of useNo store rating on record, and it has to be connected to your data rooms and licences before it does anything.
- BPlatforms and integrationsWeb, with a long list of finance and storage connectors, plus an API for building your own front ends.
What these grades rest on. Graded from this listing, whose facts were read from Hebbia's own pages on 12 November 2026. Not based on using the product, and shorter than our full reviews. How we review and grade.
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<a href="https://toolgpa.com/tools/hebbia#review"><img src="https://toolgpa.com/badge/hebbia.svg" alt="Hebbia: 1.8 GPA on ToolGPA" width="196" height="56"></a>Where Hebbia stands among AI agents
Hebbia's GPA of 1.8 is higher than 11 of the 101 other AI agents we grade, and level with 14.
It stands best on platforms and integrations (B, above 20 of 101) and worst on free plan and trial (F, above 0).
Each grade against the category
Every bar is all 102 AI agents we grade, cut by the letter each got. Hebbia’s own letter is outlined.
- CValue for moneyAbove 17 of 101, level with 56
- FFree plan and trialAbove 0 of 101, level with 22
- CFeaturesAbove 1 of 101, level with 67
- CEase of useAbove 14 of 101, level with 78
- BPlatforms and integrationsAbove 20 of 101, level with 71
Keep Hebbia, or make your own?
Keep it
To replace Hebbia you would be making an AI agent, with the models and the safeguards behind it. That is not a weekend's work, with an AI app builder or without one.
That makes this kind of software worth paying for, not this one in particular: 76 of the 101 other AI agents grade higher.
What you could make
- Documents: an app builder makes this well.
What you could not
- An AI agent, with the models and the safeguards behind it.
- A library of papers and sources to search.
- A search engine with an AI model behind it.
- It plugs into other products, FactSet, S&P Global and PitchBook among them.
What this rests on. Hebbia’s listing: what it does, where it runs, what it plugs into and what it costs. It is a judgement about the kind of software this is. We have not built a replacement for it, and making your own means looking after it too. How we decide, and every tool’s verdict.
What is Hebbia?
Hebbia is an AI platform for investment, banking, legal and corporate finance teams. Its Max agent works on deal tasks across a firm's documents and market data, and Matrix runs the same question over many documents at once in a table. Access is by demo request, and no prices are published.
Worth knowing
- No prices are published; the site only offers a demo request.
- It is built for institutional finance and legal work, not for individuals or small teams without those data sources.
- Many data connectors, such as FactSet or PitchBook, depend on the firm having its own license for that data.
Key features
- Max
- An agent that takes on deal-team tasks such as modeling, screening a target list, spreading comps and recapping earnings calls from the firm's own data.
- Matrix
- A grid where rows are companies or documents and columns are questions, so one analysis runs across many sources at once.
- Financial and filings data
- Integrations listed include FactSet, S&P Global, PitchBook, Fitch Solutions, Octus and Moody's, alongside SEC filings and earnings transcripts.
- Data room and file connections
- Connectors are listed for Datasite, SharePoint, OneDrive, Box, Dropbox and Snowflake.
- API access
- The platform page shows firms building their own tools on Hebbia's API, including white-labeled front ends.
- Security controls
- The vendor says customer data is never used to train models, is siloed per customer, and can be processed regionally in the US or EU or on a dedicated tenant.
Hebbia pricing
We could not confirm Hebbia’s current pricing from its own site, so we are not listing plans here. See hebbia.com for current prices.
Works with
- FactSet
- S&P Global
- PitchBook
- Snowflake
- Datasite
- SharePoint
- Box
- Salesforce
Hebbia alternatives
- Hebbia vs Harvey
Paid
- Hebbia vs Elicit
Free plan · from $49/mo
- Hebbia vs Dust
Free trial · from $24/mo
Common questions
Does Hebbia have an Android app?
No Android app was listed when its pages were read on Nov 12, 2026. Hebbia is listed for Web.
Does Hebbia have an iPhone app?
No iPhone app was listed when its pages were read on Nov 12, 2026. Hebbia is listed for Web.
Is Hebbia open source?
Hebbia is not described as open source on its own site, as read on Nov 12, 2026.
Sources for this page
The prices, plans, platforms and features above were read from these pages on Nov 12, 2026.