Head to head · FHIR servers · October 2026 research run

Particle Health vs ROOK

ROOK scores 54.9 (C) on agent readiness against Particle Health's 48.6 (D), and leads in 5 of 7 scored categories. Particle Health leads on security & auth. Both do fhir servers.

Best health record and wellness data APIs for AI agents · All 63 health comparisons

Which one, for what

Particle Health D

Best for US providers, payers and digital health companies that need a patient's network records as FHIR or flat data, and care-event alerts.

Ahead on

  • Security & auth, 57 against 32

Watch for

Credentials come from a Particle representative, and the 'play for free' sign-up domain did not resolve

ROOK C

Best for A wellness, insurance, corporate wellness or remote monitoring product that wants normalised wearable data pushed to its backend, with plan prices it can see up front.

Ahead on

  • Reliability, 75 against 58
  • Schema & documentation, 74 against 69
  • Payments & pricing, 25 against 5
  • Maintenance & community, 73 against 27
  • Transparency & trust, 55 against 48

Watch for

Credentials are one client UUID and secret per environment, sent by Basic auth, with no scopes or rotation documented

Score by category

CategoryWeight this runParticle HealthROOKEdge
Reliability16%205875ROOK +17
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26974ROOK +5
Agent ergonomics13%16.25349Particle Health +4
Security & auth14%17.55732Particle Health +25
Payments & pricing10%12.5525ROOK +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.82773ROOK +46
Transparency & trust7%8.84855ROOK +7
Negative events≤1500
TotalD 48.6/100C 54.9/100

Facts side by side

FactParticle HealthROOK
KindHTTP APIHTTP API
VendorParticle Health, Inc.Rookeries Development Corp.
Hosted endpointno (local only)no (local only)
TransportsHTTPHTTP
AuthOAuthAPI key
PricingPaidPaid
x402nono
LicenceProprietary service under customer agreements. The public terms of use (effective 15 October 2020) cover the website onlyProprietary service under ROOK's Terms and Conditions for ROOK services
Read-only variant documentednono
llms.txtyesyes
Last releasenone2026-10-07
Terms last updated2020-10-152026-08-01
Privacy policy last updated2026-07-292026-05-28
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 noticeyesnot found in the text
Arbitration or class-action waiveryesyes

Verdicts

Particle Health

Particle queries Carequality, CommonWell, eHealth Exchange and state HIEs for a patient and returns FHIR R4B, flat data or C-CDA, with project-scoped 60-minute tokens and OpenAPI fragments per endpoint. Credentials come through a representative, the free sign-up link was dead on 14 October 2026, and rate limits, SLA and changelog are unpublished.

ROOK

Graded on the REST API. A public OpenAPI file, a free Sandbox from the self-serve portal, published plan prices and a dated changelog. Credentials are one client UUID and secret per environment with no scopes, 429 handling isn't documented, the API is meant for occasional queries rather than bulk reads, and no SOC 2 report or security contact was found.

Before you call either

Particle Health

  1. Pass projects/<project_id> as the scope when requesting a token, and request a new one every 60 minutes
  2. Poll Get Query Status, or wait for the query-complete webhook, before reading FHIR or flat data
  3. Back off on 429, since limits change with system load
  4. Pass continuation tokens back verbatim when paging
  5. Use the published synthetic patients in sandbox, and stay under 500 queries a day

ROOK

  1. Send HTTP Basic auth with client_uuid as the username and the secret key as the password, plus a User-Agent header, or the WAF returns 403
  2. Use https://api.rook-connect.review for Sandbox and https://api.rook-connect.com for production. Each has its own credentials
  3. Read health data from the data webhook. Use the API only for occasional queries, and stay under 60 requests a minute
  4. Deduplicate summaries on document_version and datetime. ROOK resends a summary with a higher document_version when it changes
  5. Call POST /api/v1/user_id/{user_id}/data_sources/revoke_auth to end a connection. Some providers take hours to stop sending data

Questions

Which is better for AI agents, Particle Health or ROOK?

ROOK scores 54.9 (C) on agent readiness against Particle Health's 48.6 (D), and leads in 5 of 7 scored categories. Particle Health leads on security & auth.

Do Particle Health and ROOK need an API key?

Particle Health uses an OAuth sign-in. ROOK needs an API key.

Can an agent call Particle Health and ROOK without installing anything?

No hosted endpoint is listed for Particle Health. No hosted endpoint is listed for ROOK.

Other comparisons with Particle Health or ROOK

Machine-readable

For companies

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