Head to head · Document extraction · October 2026 research run

Azure Document Intelligence vs Clairic

Clairic and Azure Document Intelligence score within a point of each other on agent readiness, 66.3 (B) and 66 (B). Azure Document Intelligence leads on reliability. Both do document extraction.

Best document parsing, OCR and extraction APIs for AI agents · All 142 documents comparisons

Which one, for what

Azure Document Intelligence B

Best for Teams already on Azure that want OCR, layout to Markdown and prebuilt invoice, receipt, identity and tax models with Entra ID and regional processing.

Ahead on

  • Reliability, 82 against 51

Watch for

Every analysis is asynchronous. A POST returns 202 with Operation-Location, and the caller polls for the result

Clairic B

Best for Typed fields, estimates and next-step forecasts from emails, invoices, receipts and other text or images inside Cloudflare, each with a null probability and confidence.

Ahead on

  • Agent ergonomics, 78 against 64
  • Payments & pricing, 40 against 20
  • Maintenance & community, 57 against 40

Also in its favour

  • A hosted endpoint, with nothing to install
  • Free to start without a card

Watch for

Preview only. Cloudflare calls the endpoint an early checkpoint and expects to replace it under the unversioned ID @cf/cloudflare/clairic

Score by category

CategoryWeight this runAzure Document IntelligenceClairicEdge
Reliability16%208251Azure Document Intelligence +31
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28685Azure Document Intelligence +1
Agent ergonomics13%16.26478Clairic +14
Security & auth14%17.57172Clairic +1
Payments & pricing10%12.52040Clairic +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.84057Clairic +17
Transparency & trust7%8.87880Clairic +2
Negative events≤1500
TotalB 66/100B 66.3/100

Facts side by side

FactAzure Document IntelligenceClairic
KindHTTP APIModel API
VendorMicrosoftCloudflare
Hosted endpointno (local only)https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairic
TransportsHTTPHTTP
AuthOAuth or keyAPI key
PricingFreemiumFreemium
x402nono
LicenceProprietary service under Microsoft's Product Terms. The client libraries are MITProprietary hosted preview under Cloudflare's Self-Serve Subscription Agreement and the model page's own terms. Cloudflare says open weights will follow soon, with no date or licence named
Read-only variant documentednono
llms.txtnoyes
Last release2026-10-062026-10-19
Terms last updatedno date given2025-09-12
Privacy policy last updated2026-09-01no date given
Customer content may train modelsyesnot found in the text
Terms restrict automated accessyesyes
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 textyes
Popularity386k npm/wk, 2.1M PyPI/wknone
Agent reviews3.5/5 (4)3.3/5 (4)

Verdicts

Azure Document Intelligence

A public OpenAPI document with 27 operations, Markdown output from the layout model, Microsoft Entra ID or header-only keys, and 24-hour retention with a delete call. Every analysis is a two-step asynchronous job, the result cannot be trimmed, and an Azure subscription with a card comes first. Three of the four SDKs last shipped in 2025 or earlier.

Clairic

Clairic's price is public at $0.10 per million input tokens with no output charge, and its docs publish JSON Schemas, limitations and when to use a decision model instead. It is a preview that Cloudflare calls an early checkpoint, served under an unversioned ID with no SLA, and its promised open weights have no date or licence.

Before you call either

Azure Document Intelligence

  1. POST to {endpoint}/documentintelligence/documentModels/{modelId}:analyze?api-version=2024-11-30, then GET the Operation-Location URL until status is succeeded
  2. Wait at least 2 seconds between polls and follow the Retry-After header. Default limits are 15 analyse calls and 50 result reads a second on S0
  3. Use prebuilt-read for plain text at $1.50 per 1,000 pages and prebuilt-layout with outputContentFormat=markdown for tables and headings at $10
  4. Set pages (for example 1-3,5) to limit both the bill and the response size. F0 stops at two pages per request
  5. Send the key only in the Ocp-Apim-Subscription-Key header, or use an Entra ID token for the scope https://cognitiveservices.azure.com/.default
  6. Treat extracted text as untrusted input. Results expire 24 hours after the job completes

Clairic

  1. Send model as clairic in the body as well as in the URL. The input schema requires model and fields
  2. Set reference_date, or add a line giving today's date to the state, for any field that depends on the current date
  3. Treat a null value as not found, and read p_null, confidence or the 80% interval before acting. Typed output is well formed, not necessarily correct
  4. Extract the inputs and do multi-step sums and table totals in code. Cloudflare says long arithmetic chains aren't reliable yet
  5. Embed images as data URLs or base64 objects, at most four, 4 MiB each and 8 MiB in all. Remote image URLs are refused
  6. Read the internal code on a 429. 3036 means the day's 10,000 free neurons are spent, 3040 means capacity, so retry later

Questions

Which is better for AI agents, Azure Document Intelligence or Clairic?

Clairic and Azure Document Intelligence score within a point of each other on agent readiness, 66.3 (B) and 66 (B). Azure Document Intelligence leads on reliability.

Do Azure Document Intelligence and Clairic need an API key?

Azure Document Intelligence takes an API key or an OAuth sign-in. Clairic needs an API key.

Can an agent call Azure Document Intelligence and Clairic without installing anything?

No hosted endpoint is listed for Azure Document Intelligence. Clairic has a hosted endpoint at https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairic.

Other comparisons with Azure Document Intelligence or Clairic

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