The Hebbia Insider’s Guide
Everything we know about Hebbia in one document: what it costs, its grades, getting a refund, getting help and what else to look at. Read it here, or keep a copy.
Hebbia
The Insider’s Guide
AI research agents for finance and legal teams
Every plan, grade, refund rule and rival among AI agents, read from Hebbia’s own pages.
Made by Hebbia · checked Nov 12, 2026 · toolgpa.com
Contents
- 01WelcomeWhat it is, who it suits, its grades and the ten things to know first
- 02What it costsEvery plan, the free plan, ways to pay less and how prices have moved
- 03What it doesIts main features, where it runs, what it works with and who makes it
- 04Where it standsIts grades against its category, and whether to keep it or make your own
- 05The alternativesThe tools it is most often weighed against, side by side
- 06Quick answersThe questions people ask about it, each answered in a line or two
- 07About ToolGPAWho made this guide, what else is on the site, and how to cite it
ToolGPA put this guide together from Hebbia’s own pages, its app-store listings and our grades. Every fact in it is on Hebbia’s page too, where it is kept up to date. Checked Nov 12, 2026.
Part 01 · Overview
Welcome
What it is, who it suits, its grades and the ten things to know first
1.8
GPA, above 11 of the 101 other AI agents we grade
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.
To get you started, here are 7 things to know about Hebbia, taken from its own pages and our grades.
No price is published, and many of its data connectors only work if your firm already holds the licence for that data.
- 1
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.
- 2
It runs on Web
Web.
- 3
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.
- 4
Matrix
A grid where rows are companies or documents and columns are questions, so one analysis runs across many sources at once.
- 5
Financial and filings data
Integrations listed include FactSet, S&P Global, PitchBook, Fitch Solutions, Octus and Moody's, alongside SEC filings and earnings transcripts.
- 6
A 1.8 GPA, above 11 of 101
That is against the other AI agents we grade, on value, the free plan, features, ease of use and platforms.
- 7
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.
Hebbia at a glance
- Pricing
- Paid
- Free plan
- No
- Free trial
- None stated
- Runs on
- Web
- Made by
- Hebbia
- Category
- AI Agents
- Our grade
- 1.8 GPA, weak
The report card
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.
| Subject | Grade | Comment |
|---|---|---|
| Value for money | C | No price is published, only a demo request, so it sits at the middle of the category by default. |
| Free plan and trial | F | No free plan and no trial. You request a demo. |
| Features | C | A 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. |
| Ease of use | C | No store rating on record, and it has to be connected to your data rooms and licences before it does anything. |
| Platforms and integrations | B | Web, with a long list of finance and storage connectors, plus an API for building your own front ends. |
An A is worth 4 points, a B 3, a C 2, a D 1 and an F nothing. The GPA is the average of the five.
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 it 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
Good to know
Good for
- Investment banks, private equity and credit funds reviewing large document sets
- Law firms and corporate teams extracting terms across many contracts
- Firms that want AI built on their own data rooms and market data licenses
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.
Part 02 · Pricing
What it costs
Every plan, the free plan, ways to pay less and how prices have moved
Hebbia's current pricing could not be confirmed from its own site.
No price is published, only a demo request, so it sits at the middle of the category by default.
We could not confirm Hebbia’s current prices from its own site, so this guide lists no plans. hebbia.com has them.
Part 03 · Features
What it does
Its main features, where it runs, what it works with and who makes it
1
Place it runs: Web
AI research agents for finance and legal teams. Here is what it does, as its own site describes it, and what it covers: AI search, AI agents, research, documents.
A deal-team agent, a document grid, API access and connectors to FactSet, PitchBook, Datasite and Box.
- 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.
Where it runs
- Web
What it works with
- FactSet
- S&P Global
- PitchBook
- Snowflake
- Datasite
- SharePoint
- Box
- Salesforce
Hebbia is made by Hebbia.
Part 04 · Standing
Where it stands
Its grades against its category, and whether to keep it or make your own
11/101
Other AI agents it is graded above
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
- FFree plan and trialAbove 0 of 101
- CFeaturesAbove 1 of 101
- CEase of useAbove 14 of 101
- BPlatforms and integrationsAbove 20 of 101
Keep it, or make your own?
Whether this is something you could build for yourself with an AI app builder, and what you would give up.
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.
Part 05 · Alternatives
The alternatives
The tools it is most often weighed against, side by side
Harvey, Elicit, Glean Assistant, Dust and Sema4.ai
The 5 tools Hebbia is most often weighed against, with where each one differs from it.
- 1.6GPA
Harvey
Paid
AI platform for law firms and in-house legal teams.
- Hebbia also covers AI search.
- Harvey also covers chat assistant.
- 2.4GPA
Elicit
Free plan · from $49/mo
AI research assistant for literature search and systematic reviews.
- Elicit has a free plan. Hebbia does not.
- Only Elicit lists a browser extension.
- Hebbia also covers documents.
- 1.8GPA
Glean Assistant
Paid
Workplace AI assistant that searches and acts across company apps.
- Hebbia also covers research and documents.
- Glean Assistant also covers chat assistant and workflow automation.
- 2.2GPA
Dust
Free trial · from $24/mo
Platform for building AI agents on your company's knowledge.
- Only Dust lists a browser extension.
- Hebbia also covers research and documents.
- Dust also covers workflow automation.
- 1.6GPA
Sema4.ai
Paid
Governed workspace for enterprise agents, projects and workflows.
- Sema4.ai is self-hostable, according to its own site.
- Hebbia also covers AI search, research and documents.
- Sema4.ai also covers workflow automation.
Part 06 · Questions
Quick answers
The questions people ask about it, each answered in a line or two
10
Questions, each answered in a line or two
The short version of everything above, for when you only need the answer. Each one is told in full in its part of the guide.
Is Hebbia free?
No. Hebbia is a paid product.
What platforms does Hebbia work on?
Hebbia is available on Web.
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.
What does Hebbia integrate with?
Hebbia's listing names FactSet, S&P Global, PitchBook, Snowflake, Datasite, SharePoint, Box and Salesforce.
Who makes Hebbia?
Hebbia is made by a company of the same name.
What are the alternatives to Hebbia?
The closest alternatives to Hebbia in our directory are Harvey, Elicit, Glean Assistant, Dust and Sema4.ai.
How does Hebbia compare with other AI agents?
Hebbia's GPA of 1.8 is higher than 11 of the 101 other AI agents we grade, and level with 14.
Could I make my own version of Hebbia?
To replace Hebbia you would be making an AI agent, with the models and the safeguards behind it.
Where this guide comes from
The prices, plans, platforms and features were read from Hebbia’s own pages on Nov 12, 2026, and the grades were given on Nov 12, 2026. 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.
Every tool we list gets five grades, A to F, each with its reason, and a GPA that averages them. How each is decided is at toolgpa.com/grades. This guide is ToolGPA’s own work; it is not made, paid for or approved by Hebbia. Prices change, so check hebbia.com before you buy.
Part 07 · About
About ToolGPA
Who made this guide, what else is on the site, and how to cite it
5,038
Tools graded, in 95 categories
ToolGPA grades software the way a school report grades a pupil: five subjects, a letter for each with the reason written beside it, and a GPA that averages them. Prices, plans and platforms are read from each maker’s own pages and dated, so you always know how fresh a figure is.
Every grade, review and ranking on ToolGPA is our own judgement. No company can pay for a grade or change one. Every tool on the site has a guide like this one, free to download and pass on. It all lives at toolgpa.com.
5,038
tools graded
95
categories
739
price changes on record
579
apps priced in 12 countries
What else is on toolgpa.com
- Hebbia, kept up to dateEverything in this guide, with prices and grades as they are todaytoolgpa.com/tools/hebbia
- How grades are givenThe rules behind every letter and every GPAtoolgpa.com/grades
- Value chartsWhat each tool costs against what it scores, for every categorytoolgpa.com/charts
- CompareAny two tools side by side, plan by plantoolgpa.com/compare
- Price changesEvery price rise and cut on record, each with its sourcetoolgpa.com/price-changes
- Prices by countryWhat apps cost on the App Store in 12 countriestoolgpa.com/prices-by-country
- Pay lessEvery public discount: yearly billing, students, nonprofitstoolgpa.com/save
- Keep or makeWhich tools are worth paying for, and which you could build yourselftoolgpa.com/keep-or-make
Scan for the live page
Prices and grades as they are today
Quoting this guide?
Please name ToolGPA and link to the live page, so readers can check the figures for themselves:
ToolGPA, "Hebbia: The Insider's Guide", checked Nov 12, 2026. https://toolgpa.com/tools/hebbia
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See our other guides
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- Genspark Insider's GuideAI workspace with an agent for research, slides, sheets and docs3.2 GPA
- Manus Insider's GuideGeneral AI agent for research, slides, websites and browser tasks3.2 GPA
- OpenClaw Insider's GuideOpen-source personal AI agent you run yourself and message in chat3.2 GPA
Choosing software? Every tool graded, every price dated.
Compare tools at toolgpa.com ›Everything in this guide is ToolGPA’s own summary of what Hebbia’s pages, its app-store listings and public reviews said on the dates shown. Grades are our judgement under the rules at toolgpa.com/grades. Every grade, review and ranking on ToolGPA is our own judgement. No company can pay for a grade or change one. Hebbia is a trademark of its owner, and this guide is not made, paid for or approved by Hebbia. Prices and plans change: check hebbia.com before you buy.