Head to head · Payroll employees · October 2026 research run

Check vs Finch

Finch scores 71.6 (BB) on agent readiness against Check's 67.5 (B), and leads in 5 of 7 scored categories. Check leads on agent ergonomics and security & auth. Both do payroll employees.

Which one, for what

Check B

Good for A software platform that wants to sell US payroll inside its own product and can sign a partnership, with Check handling tax calculation, money movement and filings.

Ahead on

  • Agent ergonomics, 83 against 71
  • Security & auth, 74 against 66

Watch for

No public price and no self-serve signup. The documentation says to request an API key through Check's sales contact

Finch BB

Good for An application that needs to read employees, pay runs and pay statements from whatever payroll or HR system an employer already uses, or to write benefit deductions back.

Ahead on

  • Schema & documentation, 87 against 78
  • Payments & pricing, 30 against 5
  • Maintenance & community, 84 against 72
  • Transparency & trust, 74 against 62

Also in its favour

  • Agent-ready, a grade of BB or better
  • Runs on your own machine

Watch for

Finch cannot create, preview or approve a payroll. Writes are limited to deductions and contributions, on Pro and Premier plans

Score by category

CategoryWeight this runCheckFinchEdge
Reliability16%208084Finch +4
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27887Finch +9
Agent ergonomics13%16.28371Check +12
Security & auth14%17.57466Check +8
Payments & pricing10%12.5530Finch +25
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87284Finch +12
Transparency & trust7%8.86274Finch +12
Negative events≤1500
Total67.5 · B71.6 · BB

Facts side by side

FactCheckFinch
KindHTTP APIHTTP API
VendorCheck Technologies, Inc.Profound Platform Inc. (dba Finch)
Hosted endpointhttps://api.checkhq.comhttps://api.tryfinch.com
TransportsHTTPHTTP, stdio
AuthOAuth or keyOAuth
PricingPaidPaid
x402nono
LicenceProprietary service under Check's terms of service and partner agreement. The MCP server and CLI on GitHub are MITProprietary service under Finch's Master Service Agreement. The SDKs and the MCP server on GitHub are Apache-2.0
Tools exposednone2
Read-only variant documentedyesno
llms.txtyesyes
Last release2026-10-072026-10-05
Terms last updated2021-09-032026-08-07
Privacy policy last updated2024-04-18no date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingnot found in the textyes
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
Popularity18 stars16k npm/wk, 26k PyPI/wk

Verdicts

Check

Graded as embedded payroll through a partner API key, not access to an existing employer's payroll account. The API has idempotency keys on writes, a required preview before approval and queryable request logs. No price is public, a sandbox key comes through Check's sales team, and one API key carries the whole partner account.

Finch

Graded on the REST API. An employer grants each connection named product permissions, and limits, error codes and a 99.9 per cent uptime SLA are published. Finch reads payroll and writes deductions but cannot run a payroll. Access tokens never expire, no idempotency keys were found, and writes and most providers need a sales-led plan.

Before you call either

Check

  1. Use https://sandbox.checkhq.com with the sandbox key and https://api.checkhq.com with the production key. A key is not valid across environments
  2. Preview a payroll before approving it, then pass preview_started_at to POST /payrolls/{id}/approve so a stale preview fails with 409
  3. Send X-Idempotency-Key on every write. Keys expire after 24 hours, so list the resource before retrying later than that
  4. On 429 wait for Retry-After. The limit is 10 requests a second in sandbox and for partners paying fewer than 1,000 payees a month, with 100 concurrent requests
  5. Connect the MCP server with ?read_only=true or X-MCP-Readonly: true unless writes are intended. In production, approving a payroll moves money

Finch

  1. Send Finch-API-Version: 2020-09-17 and Authorization: Bearer <access_token> on every request. A request without the version header fails with 400
  2. Call GET /introspect first to see the connection's products, status and whether it is automated or assisted before choosing endpoints
  3. Treat a 202 response as data not ready, not as data. Retry with backoff, and expect up to 14 days for an assisted connection's first sync
  4. Stay under 20 requests a minute on organisation endpoints and 12 on pay endpoints across all tokens. Batch IDs, and on 429 wait 60 seconds
  5. After a deduction write, poll the job by job_id until it completes before enrolling individuals. Enrolment overwrites an existing enrolment
  6. Start the MCP server with --code-allow-http-gets or a token without the benefits product when only reads are intended

Questions

Which is better for AI agents, Check or Finch?

Finch scores 71.6 (BB) on agent readiness against Check's 67.5 (B), and leads in 5 of 7 scored categories. Check leads on agent ergonomics and security & auth.

Do Check and Finch need an API key?

Check takes an API key or an OAuth sign-in. Finch uses an OAuth sign-in.

Can an agent call Check and Finch without installing anything?

Yes. Check has a hosted endpoint at https://api.checkhq.com and Finch at https://api.tryfinch.com.

Other comparisons with Check or Finch

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.