Skip to content
AI Data Payout

Updated November 2026

Grepped vs Collinear: which should see your company's code and records?

Independent and sourced. We feature companies that pay us a referral fee. Our scores and reviews don't change for it. How we earn

If your company is not a software shop, Grepped's form lists the wider range of industries, from accounting and construction to logistics and legal, and it states no headcount minimum. Collinear says more about what it wants, mainly private repos with pull requests, tickets and CI logs, plus sectors such as healthcare operations, banking, legal and construction, and it prefers teams of about 50 people or more, though smaller teams with deep records can work.1,2,3,4

Side by side

Grepped and Collinear, row by row

Grepped

6.8/10

#15 in our seller ranking

Visit Grepped

We're in Grepped's referral program, so we may earn a fee if you work with them. It doesn't change our score or review. How we earn

Read our Grepped review

Collinear

6.8/10

#14 in our seller ranking

Most cells are what each company says about itself. The numbers link to the sources.

Grepped compared with Collinear
TopicGreppedCollinear
What it takesMessages, codebases, documents, business records and task histories5Private repos with pull requests, tickets and CI logs, coding-agent sessions, business app history and database dumps2
Who qualifiesNo headcount minimum stated; many industries on its form1About 50+ people as best fit, smaller teams with deep records can work; English data, US, Canada, UK and EU, Australia or New Zealand4
What stays outWhatever you choose; any system, folder or record type6Whatever you prefer not to send; separately, it says it does not need AI-generated code, thin layers on public frameworks, loose documents or mostly non-English data7,8
How access worksRead-only access to approved sources6A one-time export; any access granted can be removed once the transfer is done9
Names and personal detailsNames, emails and phone numbers removed6Removed after export; names become consistent pseudonyms7
After the work is doneOriginals deleted after processing; retention of the processed copy set in the agreement6No retention period or deletion promise on its page10
What it does with the dataReviews, packages and resells it to train models; Grepped says it is not sold to your competitors5,11Builds tasks and simulated environments for AI agents, expanded synthetically12
Who you are dealing withGrepped AI, Inc., Delaware, San Francisco; its site names no people13,14Collinear AI, Inc., Sunnyvale; CEO Nazneen Rajani15,16

If you write software

What makes a codebase interesting, and what doesn't

Collinear is unusually open about what it values. Fifteen or more people at peak, several years of history, pull requests tied to their tickets, code written by people, and the same work visible across several tools all raise the price. A public framework with a thin layer on top, or code from a very small team, is on its list of what it does not need.17,8

Grepped takes codebases as one part of a wider set of records, from Slack and Gmail to GitHub, Jira, Salesforce, QuickBooks and Zendesk. Collinear also takes business app history from many of the same tools, so the difference is how much it leads with code.5,2

Control

What you can hold back, and what to ask

Both let you hold things back. Grepped says any system, folder or record type can be left out, and Collinear says you can hold back whatever you prefer not to send. Collinear also signs a mutual NDA before samples on request.6,7,18

Grepped's site code calls its own estimator "deliberately optimistic", so don't lean on any figure it shows you. Collinear says ownership stays with you under a license, but its page does not say who performs the export and mentions no retention, deletion, exclusivity or fees, so those are your first questions, and ask Grepped about exclusivity and fees too.19,9,7,10

Before either one sees a repo, check what you are free to share. Grepped itself says some customer and supplier agreements restrict how data can be used, which matters most for client work and agency code.20

FAQ

Questions, answered with sources

  • Grepped states no headcount minimum. Collinear prefers about 50 or more but says smaller teams with deep, specialized records can work, and it lists fifteen people at peak as a plus, so both are worth asking.1,4,17

  • Collinear says it does not need AI-generated code and favors code written by people. Grepped's page does not rule it out, so ask how it treats repos with heavy AI use.8,17,5

  • Yes, by their own pages. Grepped says any system, folder or record type can be left out, and Collinear says you can hold back whatever you prefer not to send.6,7

  • Not for Grepped, whose form lists industries from accounting, construction and legal to logistics and manufacturing. Collinear's priority sectors also go beyond software, including healthcare operations, banking, legal and construction.1,3

  • Grepped says originals are deleted after processing and the agreement sets how long the processed copy stays. Collinear's page gives no retention period, so ask for it in writing.6,10

  • Every business is different, so this one is best talked through with the buyer you're working with. Their team goes over it with you before anything is signed.

Before you sign

Every business is different, so these are best talked through with the buyer you're working with. Their team goes over them with you before anything is signed.

Questions for this kind of business

  • Which repos contain client work, and do those client agreements let us license it?
  • Who owns this data: the company, an estate, or someone else?
  • Do customer, supplier or platform contracts, NDAs or API terms restrict this?

Questions for any buyer

  • Is the license exclusive, and for how long?
  • Can you sublicense the data, and to whom?
  • Which AI labs will receive it, and will you tell us?
  • How long do you keep it, and how is it deleted?
  • What is your liability cap, and who indemnifies whom?
  • Will the contract ban re-identification of people in the data?
  • Who removes personal data, by what method, and do we approve it first?

How this page was made

Figures come from the published sources listed below, and what a buyer says about itself is its own claim. Anything marked as our estimate is ours, not a buyer quote. Drafted with AI help from our research, then checked against each source. Updated October 2026.

We feature companies that pay us a referral fee. Our scores and reviews don't change for it. See how we earn and how we rank. This site does not give legal, tax or financial advice.

Sources (20)

  1. 1.Grepped marketplace. Accessed 31 Oct 2026. Company's own claim.
  2. 2.Collinear data acquisition page. Accessed 30 Oct 2026. Company's own claim.
  3. 3.Collinear data acquisition page. Accessed 30 Oct 2026. Company's own claim.
  4. 4.Collinear data acquisition page. Accessed 30 Oct 2026. Company's own claim.
  5. 5.Grepped website. Accessed 30 Oct 2026. Company's own claim.
  6. 6.Grepped security page. Accessed 30 Oct 2026. Company's own claim.
  7. 7.Collinear data acquisition page. Accessed 30 Oct 2026. Company's own claim.
  8. 8.Collinear data acquisition page. Accessed 30 Oct 2026. Company's own claim.
  9. 9.Collinear data acquisition page. Accessed 30 Oct 2026. Company's own claim.
  10. 10.Collinear data acquisition page. Accessed 30 Oct 2026.
  11. 11.Grepped security page. Accessed 14 Oct 2026. Company's own claim.
  12. 12.Collinear data acquisition page. Accessed 30 Oct 2026. Company's own claim.
  13. 13.Grepped terms. Accessed 30 Oct 2026. Company's own claim.
  14. 14.Grepped website. Accessed 30 Oct 2026.
  15. 15.Collinear privacy policy. Accessed 30 Oct 2026. Company's own claim.
  16. 16.Collinear about page. Accessed 30 Oct 2026. Company's own claim.
  17. 17.Collinear data acquisition page. Accessed 30 Oct 2026. Company's own claim.
  18. 18.Collinear data acquisition page. Accessed 30 Oct 2026. Company's own claim.
  19. 19.Grepped site code (config.js). Accessed 14 Oct 2026. Company's own claim.
  20. 20.Grepped security page. Accessed 14 Oct 2026. Company's own claim.