Hebbia pricing, Hebbia AI pricing and what Hebbia costs per seat in 2026

Hebbia does not publish a price, so the honest answer is a quote. The most widely repeated estimate, from the analyst firm Sacra, is about $10,000 per Professional seat per year and $3,000 to $3,500 per Lite seat per year. That puts a 10 seat deal team near $100,000 a year before discounts.

Treat that number as a planning anchor, not a list price. Sacra does not cite a source, Hebbia has not confirmed it, and an earlier version of the same Sacra page put the sticker at $15,000 a seat. Larger deployments are described by several vendors as landing in the mid to high six figures a year, but none of them shows its working either. If you already hold a Hebbia quote, the useful comparison is the per-seat figure after discount against the $10,000 anchor, and the number of named people the quote assumes.

No, and it never has. We read sixteen archived copies of Hebbia's pricing page from November 2024 to August 2026, and every one shows a demo request with no plans, no figures and no trial. On September 30, 2026 the live pricing page did not load its content at all.

The pitch on the archived pages is value rather than price: "Value on Day 1" and "ROI out of the box, with unlimited customization for the Enterprise". The button moved from "Book a Demo" to "Contact sales" in mid 2026 and to "Request a demo" by August. That is typical for software sold to investment banks, asset managers and law firms, where the contract is negotiated per firm and often bundled with onboarding.

Hebbia licenses its platform per named user on an annual contract. Its own Fair Use Policy calls each seat a "Core User License", assigned to one individual who actively uses the platform, with usage unlimited within fair use rather than metered by the query.

That structure matters more than the headline price. There are no credits to run out of, which is a real advantage over tools that meter AI usage. The cost instead scales with headcount: every analyst, associate and lawyer who needs to run their own queries needs their own seat. Metronome's pricing index describes the pattern as landing with Professional seats and expanding with cheaper Lite seats, and notes a minimum one year term.

According to Sacra, a Professional seat covers unlimited reasoning, building agents, premium data integrations such as PitchBook and Capital IQ, and workflow automation, at about $10,000 a year. A Lite seat is for people who consume outputs and run agents someone else built, at $3,000 to $3,500 a year.

Hebbia's website does not use either name, so confirm the tiers in your own order form. The split is still a useful way to plan: a small group of power users who design the Matrix grids and agents, and a larger group who read the results. Getting that ratio right is where most of the savings in a Hebbia negotiation live.

On Sacra's estimates, about $100,000 a year for 10 Professional seats. A mixed team of 10 Professional and 20 Lite seats comes to roughly $160,000 to $170,000 a year. These are planning figures built from unconfirmed estimates, not quotes.

For comparison, the same 10 people on InSearch Business at $32 per seat billed annually cost $3,840 a year. That is not a like-for-like comparison, and we would not pretend it is: Hebbia builds structured analysis over data rooms and financial datasets, which InSearch does not. It is the right comparison for everyone else in the firm who only needs to find the latest memo, policy or thread.

No self-serve trial is offered anywhere on Hebbia's website. Every version of the pricing page we read, from November 2024 to today, offers a demo request instead.

Enterprise buyers usually negotiate a paid or unpaid pilot as part of the sales process, scoped to a handful of named users and a defined set of documents. If you run one, agree the success criteria in writing before it starts: which workflows, which documents, how accuracy will be checked, and what the per-seat price is if you convert. A pilot without an agreed price tends to end with the first quote setting the anchor.

A person. Hebbia's Fair Use Policy says each Core User License is assigned to "a single, named individual who actively uses Hebbia's platform". Shared or pooled accounts are not allowed, seats cannot be swapped between people, and scripts or APIs cannot be used in place of licensed users.

If usage runs above the norm, Hebbia says it may require additional licenses after a 10 business day cure period, and that excessive use can lead to throttling, suspension or "the need to upgrade to a higher-tier plan". In practice this means you cannot buy five seats for a team of fifteen and rotate them. Count every person who will run their own queries before you sign.

Per seat, Hebbia costs far more: about $10,000 a year for a Professional seat on Sacra's estimate, against a Vendr median Glean contract of $98,890 a year that typically covers 100 to 250 users or more. Per contract, they can land in the same range, because Hebbia is usually bought for a small team and Glean for the whole company.

They also do different jobs. Glean searches across a company's workplace apps. Hebbia analyzes large sets of long documents and financial data for deal and legal work. Many firms that buy Hebbia for the deal team still need search for everyone else. We run the numbers side by side in Hebbia vs Glean pricing, and Glean pricing covers Glean on its own.

Hebbia is worth it when the work is structured analysis across hundreds of long documents: reading every credit agreement in a data room, spreading comps, building an LBO model with a citation in every cell. For a deal team billing that work, $10,000 a seat can pay back quickly.

It is the wrong purchase for the other 200 people in the firm. The operations lead looking for the current expense policy, the associate who needs last quarter's client memo, the IT manager hunting for a vendor contract do not need Matrix grids or FactSet data. They need one search across SharePoint, Google Drive, Slack, Confluence, Gmail and the CRM that returns a cited answer and respects who can open what. That is what InSearch does, from $20 a seat billed annually with a three seat minimum, and you can try it on your own documents with the tool at the top of this page. For the broader market, see enterprise search software.