Hebbia vs Grep AI (2026): which should you pick?

Pick Hebbia if

• 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

Look elsewhere if

• 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

Pick Grep AI if

• Fits if you run compliance checks or onboarding research and want agents to do the legwork
• Works for teams that would rather pay per task than sign a contract

Look elsewhere if

• Tight if you are only testing: the 100 credits are one-time and cover about 5 tasks
• Pricey if you need exports or custom agents, which start on Pro at $167 a month
• Watch out: the Parcha line was retired and clients are sent to support@parcha.ai, so older material may not match
• Watch out: premium data on Pay As You Go needs a balance of at least $50
• Not for you if you want shared team agents and SSO, as those are sold through sales with no price

Hebbia

• 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.

Grep AI

• Parcha retired its original product line; this listing follows the rebrand to Grep AI, and existing Parcha clients are pointed to support@parcha.ai.
• Free Trial credits are one-time, and the free trial has no exports, custom agents or API access.
• Premium data on Pay As You Go needs a balance of at least $50.
• Team plans with shared agents, pooled credits and SSO are sold through sales, with no published price.

Hebbia

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.

Grep AI

Library of built-in agents

The site lists more than 250 agents, such as company research briefs, board briefs and audit readiness checklists, that can be used as a starting point.

Agent swarms

A lead agent assembles specialist agents for a job, such as rating a list of businesses for risk, and exports the results as a CSV.

Custom agents from a description

Teams describe a procedure or upload a policy document and get a reusable agent, which can be run from chat, TypeScript, Python, REST or MCP.

Compliance and due diligence work

The vendor lists KYB verification, AML screening, enhanced due diligence and document verification among its solutions for banks and fintechs.

Data controls

The vendor says it does not train on customer data and that agents reach data through an isolated proxy, so they never see credentials.

Hebbia

Pricing could not be confirmed. See hebbia.com.

Grep AI

• Free Trial$0

  100 one-time credits

  Basic research capabilities. Credits do not reset; no exports, custom agents or API access.

• Pay As You Go$20

  one-time top-up, used as you go

  $20 buys 200 credits, $50 buys 500, $100 buys 1,000. Balance lasts 365 days; custom agents and exports included.

• Pro$167

  per month, billed annually ($200 billed monthly)

  1,500 credits a month (about 75 medium tasks), API access, enhanced person and company data, priority support.

• Ultra$417

  per month, billed annually ($500 billed monthly)

  4,500 credits a month (about 225 medium tasks), premium data sources, dedicated support and early access.

Hebbia

No public discounts listed.

Grep AI

• Annual discount

  Annual billing on Pro and Ultra

  Pro is $167 a month billed annually ($2,000 a year, saving $400) against $200 monthly. Ultra is $417 a month billed annually ($5,000 a year) against $500 monthly.