Head to head · Payroll employees · October 2026 research run

Argyle vs Worklio

Argyle scores 63.7 (B) on agent readiness against Worklio's 38.6 (E), and leads in 5 of 7 scored categories. Worklio leads on payments & pricing. Both do payroll employees.

Which one, for what

Argyle B

Good for A lender, tenant screener, benefits agency or background checker whose applicant can sign in to a payroll or gig account, and who needs paystubs, employment records or an income report.

Ahead on

  • Reliability, 81 against 25
  • Schema & documentation, 86 against 71
  • Agent ergonomics, 58 against 44
  • Maintenance & community, 75 against 25
  • Transparency & trust, 83 against 48

Also in its favour

  • No incidents deducted, where Worklio loses 3 points for them

Watch for

No price is published. The site has no pricing page, and fees are set in a Service Order agreed with sales

Worklio E

Good for A software platform, PEO or payroll bureau that wants to sell US payroll under its own brand and can sign a partner agreement, with Worklio handling tax filing and money movement.

Ahead on

  • Payments & pricing, 25 against 15

Watch for

No rate limits, 429 handling or idempotency keys were found in the reviewed documentation

Score by category

CategoryWeight this runArgyleWorklioEdge
Reliability16%208125Argyle +56
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28671Argyle +15
Agent ergonomics13%16.25844Argyle +14
Security & auth14%17.54848even
Payments & pricing10%12.51525Worklio +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87525Argyle +50
Transparency & trust7%8.88348Argyle +35
Negative events≤150-3
Total63.7 · B38.6 · E

Facts side by side

FactArgyleWorklio
KindHTTP APIHTTP API
VendorArgyle Systems Inc.Worklio, Inc.
Hosted endpointhttps://api.argyle.com/v2https://api.worklio.com
TransportsHTTPHTTP
AuthAPI keyOAuth
PricingPaidPaid
x402nono
LicenceProprietary service under Argyle's Open Payroll Customer Terms. The React Native Link SDK on npm is Apache 2.0Proprietary service. The public Terms of Use date from 2014 and the partner agreement isn't public. The front-end library sits in a private repository
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-012026-06-30
Terms last updated2026-10-01no document linked
Privacy policy last updated2026-10-01couldn't be read
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingyes
Terms or service can change without noticenot found in the text
Arbitration or class-action waiveryes
Popularity481 npm/wknone

Verdicts

Argyle

Graded on the REST API. One OpenAPI file covers 91 operations, llms.txt indexes Markdown docs, and a Sandbox with sample users comes with a Console sign-up. Every payroll connection needs the worker to sign in through Link. No prices are published, no idempotency keys were found, and API keys carry no per-key scopes.

Worklio

Worklio documents 853 REST operations with an OpenAPI fragment on every reference page, and a developer can register for the sandbox without a sales call. No rate limits or public SDK were found, the status page is password protected, and the payroll guide tells callers to treat an HTTP 500 as the signal to finalise.

Before you call either

Argyle

  1. Send HTTP Basic auth with api_key_id as the username and api_key_secret as the password. Sandbox keys fail with 401 on Production and the reverse
  2. Create the user with POST /v2/users and an external_id, then look it up by external_id before retrying. No idempotency key was found
  3. Do not read data straight after an account connects. Wait for the account and data webhooks, or for the verification status, before fetching records
  4. Follow the full URL in next when paging. Do not build cursor values or fetch pages in parallel. limit defaults to 10 and stops at 200
  5. Stay under 50 requests a second. On 429, queue the request and retry later, not at once
  6. Treat DELETE /v2/users/{id} as permanent. It removes every resource tied to that user, with no confirmation step

Worklio

  1. Send api-version: 2.0 on /wep calls. The reference marks the header as required
  2. Get a token from POST https://api.worklio.com/connect/token with the password grant and scope api. It lasts 24 hours, so fetch a new one daily
  3. Run payroll as start, next until it answers 500 with "Next step operation is not allowed", then finalize. Don't treat that 500 as a failure
  4. Don't retry bonus, off-cycle, void or termination payroll starts blindly. The reference says those calls are not idempotent
  5. Most /wep list endpoints return the whole result set. Paging, filter and sort work only under /api/public, and a DataToken expires after 60 seconds

Questions

Which is better for AI agents, Argyle or Worklio?

Argyle scores 63.7 (B) on agent readiness against Worklio's 38.6 (E), and leads in 5 of 7 scored categories. Worklio leads on payments & pricing.

Do Argyle and Worklio need an API key?

Argyle needs an API key. Worklio uses an OAuth sign-in.

Can an agent call Argyle and Worklio without installing anything?

Yes. Argyle has a hosted endpoint at https://api.argyle.com/v2 and Worklio at https://api.worklio.com.

Other comparisons with Argyle or Worklio

Machine-readable

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