Head to head · Hr employees · October 2026 research run

Factorial vs Zoho People

Factorial scores 66.3 (B) on agent readiness against Zoho People's 55 (C), and leads in 6 of 7 scored categories. Zoho People leads on payments & pricing. 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 77
  • Schema & documentation, 77 against 43
  • Agent ergonomics, 58 against 48
  • Security & auth, 65 against 60
  • Maintenance & community, 84 against 48
  • Transparency & trust, 78 against 73

Watch for

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

Zoho People C

Good for An agent working inside a company that already runs Zoho People on a paid plan, for directory reads, leave requests, attendance and timesheet entries at modest volume.

Ahead on

  • Payments & pricing, 30 against 10

Watch for

No OpenAPI spec, official SDK or dated API changelog found. The product What's New page has no API entries for 2026

Score by category

CategoryWeight this runFactorialZoho PeopleEdge
Reliability16%208877Factorial +11
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27743Factorial +34
Agent ergonomics13%16.25848Factorial +10
Security & auth14%17.56560Factorial +5
Payments & pricing10%12.51030Zoho People +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88448Factorial +36
Transparency & trust7%8.87873Factorial +5
Negative events≤1500
Total66.3 · B55 · C

Facts side by side

FactFactorialZoho People
KindHTTP APIHTTP API
VendorEveryday Software, S.L.Zoho
Hosted endpointhttps://api.factorialhr.comhttps://people.zoho.com/api
TransportsHTTPHTTP
AuthOAuth or keyOAuth
PricingPaidPaid
x402nono
LicenceProprietary service under Factorial's terms and conditions. The TypeScript and Python SDKs are MITProprietary service under the Zoho Terms of Service
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-052026-08-01
Terms last updatedno date given2022-03-02
Privacy policy last updated2026-01-012025-12-22
Customer content may train modelsnot found in the textyes
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingyesyes
Terms or service can change without noticenot found in the textnot found in the text
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.

Zoho People

The REST API covers employee forms, leave, attendance, timesheets, files and learning, with per-endpoint rate limits and Markdown docs listed in an llms.txt. No OpenAPI spec, official SDK or dated API changelog was found, the Free plan has no API access, and several scopes come only as ALL.

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

Zoho People

  1. Use the accounts host and API host of the organisation's data centre. Tokens issued in one region fail in another
  2. Stay under each page's threshold, often 30 calls a minute. Exceeding it locks that endpoint for five minutes
  3. Page form records with sIndex and limit, at most 200 a call, and use modifiedtime to fetch only changes
  4. Look up form and field label names with /api/forms before writing. inputData takes label names, and lookup fields take record IDs
  5. Send the refresh token and client secret in the POST body, not the query string, and store the refresh token, which never expires

Questions

Which is better for AI agents, Factorial or Zoho People?

Factorial scores 66.3 (B) on agent readiness against Zoho People's 55 (C), and leads in 6 of 7 scored categories. Zoho People leads on payments & pricing.

Do Factorial and Zoho People need an API key?

Factorial takes an API key or an OAuth sign-in. Zoho People uses an OAuth sign-in.

Can an agent call Factorial and Zoho People without installing anything?

Yes. Factorial has a hosted endpoint at https://api.factorialhr.com and Zoho People at https://people.zoho.com/api.

Other comparisons with Factorial or Zoho People

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.