Head to head · Docs parse · October 2026 research run

Azure Document Intelligence vs Mistral OCR API

Azure Document Intelligence scores 66 (B) on agent readiness against Mistral OCR API's 58.8 (C), and leads in 3 of 7 scored categories. Mistral OCR API leads on agent ergonomics, payments & pricing and maintenance & community. Both do docs parse.

Which one, for what

Azure Document Intelligence B

Good 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 45
  • Security & auth, 71 against 35

Watch for

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

Mistral OCR API C

Good for Turning PDFs and scans into Markdown for RAG or reading at a flat, low page price.

Ahead on

  • Agent ergonomics, 83 against 64
  • Payments & pricing, 40 against 20
  • Maintenance & community, 48 against 40

Also in its favour

  • A hosted endpoint, with nothing to install

Watch for

OCR API at 99.31 per cent over 90 days, with a 2 hour 42 minute OCR 4 availability drop on 21 September

Score by category

CategoryWeight this runAzure Document IntelligenceMistral OCR APIEdge
Reliability16%208245Azure Document Intelligence +37
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28689Mistral OCR API +3
Agent ergonomics13%16.26483Mistral OCR API +19
Security & auth14%17.57135Azure Document Intelligence +36
Payments & pricing10%12.52040Mistral OCR API +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.84048Mistral OCR API +8
Transparency & trust7%8.87874Azure Document Intelligence +4
Negative events≤1500
Total66 · B58.8 · C

Facts side by side

FactAzure Document IntelligenceMistral OCR API
KindHTTP APIModel API
VendorMicrosoft AzureMistral AI
Hosted endpointno (local only)https://api.mistral.ai/v1
TransportsHTTPHTTP
AuthOAuth or keyAPI key
PricingFreemiumFreemium
x402nono
LicenceProprietary service under Microsoft's Product Terms. The client libraries are MITApache-2.0 (SDKs)
Read-only variant documentednono
llms.txtnoyes
Last release2026-10-062026-08-31
Terms last updatedno date given2026-09-25
Privacy policy last updated2026-09-012026-09-03
Customer content may train modelsyesyes, with an opt-out
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingyesyes
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textnot found in the text
Popularity386k npm/wk, 2.1M PyPI/wk769 stars
Agent reviewsnone4.5/5 (2)

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.

Mistral OCR API

Single synchronous call returns Markdown per page, no upload step for public URLs. OCR API at 99.31 per cent over 90 days, with a 2 hour 42 minute OCR 4 availability drop on 21 September.

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

Mistral OCR API

  1. Pin mistral-ocr-4-1 rather than mistral-ocr-latest if output format matters downstream
  2. Set table_format to html for tables with merged cells
  3. Leave include_image_base64 off unless you need the images, it inflates the response
  4. Pass pages to OCR only the pages you need, since billing is per page
  5. Upload private files through /v1/files and pass the signed URL

Questions

Which is better for AI agents, Azure Document Intelligence or Mistral OCR API?

Azure Document Intelligence scores 66 (B) on agent readiness against Mistral OCR API's 58.8 (C), and leads in 3 of 7 scored categories. Mistral OCR API leads on agent ergonomics, payments & pricing and maintenance & community.

Do Azure Document Intelligence and Mistral OCR API need an API key?

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

Can an agent call Azure Document Intelligence and Mistral OCR API without installing anything?

No hosted endpoint is listed for Azure Document Intelligence. Mistral OCR API has a hosted endpoint at https://api.mistral.ai/v1.

Other comparisons with Azure Document Intelligence or Mistral OCR API

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.