Head to head · Hr employees · October 2026 research run

Factorial vs HiBob

Factorial scores 66.3 (B) on agent readiness against HiBob's 57 (C), and leads in 5 of 7 scored categories. Both do hr employees.

Which one, for what

Factorial B

Good for An agent working for a company that already runs Factorial and needs employee records, leave requests with approval, attendance clock-ins, recruiting or expenses through one API.

Ahead on

  • Reliability, 88 against 67
  • Agent ergonomics, 58 against 47
  • Payments & pricing, 10 against 0
  • Maintenance & community, 84 against 59
  • Transparency & trust, 78 against 71

Watch for

An API key grants every scope, cannot be narrowed and does not expire

HiBob C

Good for An agent working inside a company that already runs Bob and needs field-level control over employee data, time off requests, documents and tasks.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No public price, free tier or trial. The sandbox is a purchased module

Score by category

CategoryWeight this runFactorialHiBobEdge
Reliability16%208867Factorial +21
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27778HiBob +1
Agent ergonomics13%16.25847Factorial +11
Security & auth14%17.56568HiBob +3
Payments & pricing10%12.5100Factorial +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88459Factorial +25
Transparency & trust7%8.87871Factorial +7
Negative events≤1500
Total66.3 · B57 · C

Facts side by side

FactFactorialHiBob
KindHTTP APIHTTP API
VendorEveryday Software, S.L.Hi Bob Ltd.
Hosted endpointhttps://api.factorialhr.comhttps://api.hibob.com/v1
TransportsHTTPHTTP
AuthOAuth or keyOAuth or key
PricingPaidPaid
x402nono
LicenceProprietary service under Factorial's terms and conditions. The TypeScript and Python SDKs are MITProprietary service under HiBob's customer subscription terms and API Terms of Use
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-052026-10-07
Terms last updatedno date givenno date given
Privacy policy last updated2026-01-01no date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textnot found in the text
Popularity7 stars, 1.4k npm/wk, 1.1k PyPI/wknone

Verdicts

Factorial

A public OpenAPI 3.1 definition covers 615 operations, including leave approval and employee termination, and OAuth apps can be limited to 33 scopes. API keys always grant every scope and never expire. No idempotency keys exist, and a request to an expired API version is answered in an older schema with no error.

HiBob

Service users start with no permissions and gain view or edit rights per field, and the docs are served as Markdown with an OpenAPI definition on each endpoint page. There is no public price, trial or free sandbox, so an agent needs a paying customer's admin to issue credentials. No idempotency keys or official SDKs were found.

Before you call either

Factorial

  1. Send an API key in x-api-key and an OAuth token in Authorization: Bearer. The key is JWT-formatted but is rejected as a bearer token
  2. Pin the version in the path, such as /api/2026-10-01/resources/..., and migrate within a year. Expired versions answer in an older schema without an error
  3. Treat a 200 with an empty body as a credential from the other environment. Production is api.factorialhr.com and demo is api.eu2.demo.factorial.dev
  4. Page with limit=100 and pass meta.end_cursor as after_id. A larger limit is capped at 100
  5. Check whether a record exists before retrying a create. Retry only 429 and 5xx with backoff, and branch on code for 422 because messages are localised

HiBob

  1. Send Authorization: Basic base64(SERVICE-USER-ID:TOKEN) to https://api.hibob.com/v1. Ask the Bob admin to put the service user in a permission group first, because it starts with none
  2. Request only the fields needed in fields on POST /people/search (maximum 400). The call returns all matching employees at once, so batch by root.id in large companies
  3. Compare returned fields with requested ones. Missing permission or a wrong field ID yields 200 with the field omitted
  4. Stop on 401 or 403. More than 50 in 10 seconds blocks the IP for 5 minutes
  5. Back off on 429 using Retry-After. Writes such as update, create and terminate employee allow 10 calls a minute, and no idempotency key exists, so check state before retrying a write

Questions

Which is better for AI agents, Factorial or HiBob?

Factorial scores 66.3 (B) on agent readiness against HiBob's 57 (C), and leads in 5 of 7 scored categories.

Do Factorial and HiBob need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Factorial and HiBob without installing anything?

Yes. Factorial has a hosted endpoint at https://api.factorialhr.com and HiBob at https://api.hibob.com/v1.

Other comparisons with Factorial or HiBob

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.