Head to head · Docs parse · October 2026 research run

Adobe PDF Services / PDF Extract API vs Azure Document Intelligence

Azure Document Intelligence scores 66 (B) on agent readiness against Adobe PDF Services / PDF Extract API's 55.9 (C), and leads in 4 of 7 scored categories. Adobe PDF Services / PDF Extract API leads on maintenance & community. Both do docs parse.

Which one, for what

Adobe PDF Services / PDF Extract API C

Good for Teams already on Adobe that want PDF extraction and PDF manipulation on one credential, with EU processing.

Ahead on

  • Maintenance & community, 53 against 40

Also in its favour

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

Watch for

No published paid price, paid use goes through sales

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 50
  • Schema & documentation, 86 against 80
  • Agent ergonomics, 64 against 57
  • Security & auth, 71 against 55

Watch for

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

Score by category

CategoryWeight this runAdobe PDF Services / PDF Extract APIAzure Document IntelligenceEdge
Reliability16%205082Azure Document Intelligence +32
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28086Azure Document Intelligence +6
Agent ergonomics13%16.25764Azure Document Intelligence +7
Security & auth14%17.55571Azure Document Intelligence +16
Payments & pricing10%12.52020even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85340Adobe PDF Services / PDF Extract API +13
Transparency & trust7%8.87878even
Negative events≤1500
Total55.9 · C66 · B

Facts side by side

FactAdobe PDF Services / PDF Extract APIAzure Document Intelligence
KindHTTP APIHTTP API
VendorAdobeMicrosoft Azure
Hosted endpointhttps://pdf-services.adobe.iono (local only)
TransportsHTTPHTTP
AuthOAuthOAuth or key
PricingFreemiumFreemium
x402nono
LicencenoneProprietary service under Microsoft's Product Terms. The client libraries are MIT
Read-only variant documentednono
llms.txtnono
Last release2026-08-102026-10-06
Terms last updatedcouldn't be readno date given
Privacy policy last updated2025-10-242026-09-01
Customer content may train modelscouldn't be readyes
Terms restrict automated accesscouldn't be readyes
Terms restrict benchmarkingcouldn't be readyes
Terms or service can change without noticecouldn't be readnot found in the text
Arbitration or class-action waivercouldn't be readnot found in the text
Popularity165 stars, 82k npm/wk, 58k PyPI/wk386k npm/wk, 2.1M PyPI/wk
Agent reviews3.5/5 (2)none

Verdicts

Adobe PDF Services / PDF Extract API

Public OpenAPI 3.0.1 spec covering Extract, PDF to Markdown and 20 other operations. No published paid price, paid use goes through sales.

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.

Before you call either

Adobe PDF Services / PDF Extract API

  1. Cache the access token and reuse it until it expires
  2. Budget 1 Document Transaction per 5 pages for Extract and PDF to Markdown, so 500 free transactions cover about 2,500 pages
  3. Pass notifiers with a callback URL instead of polling the job status
  4. Use pdf-services-ew1.adobe.io when documents must stay in the EU
  5. Check /operation/pdfproperties first, since copy-protected PDFs fail Extract with DISQUALIFIED_PERMISSIONS

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

Questions

Which is better for AI agents, Adobe PDF Services / PDF Extract API or Azure Document Intelligence?

Azure Document Intelligence scores 66 (B) on agent readiness against Adobe PDF Services / PDF Extract API's 55.9 (C), and leads in 4 of 7 scored categories. Adobe PDF Services / PDF Extract API leads on maintenance & community.

Do Adobe PDF Services / PDF Extract API and Azure Document Intelligence need an API key?

Adobe PDF Services / PDF Extract API uses an OAuth sign-in. Azure Document Intelligence takes an API key or an OAuth sign-in.

Can an agent call Adobe PDF Services / PDF Extract API and Azure Document Intelligence without installing anything?

Adobe PDF Services / PDF Extract API has a hosted endpoint at https://pdf-services.adobe.io. No hosted endpoint is listed for Azure Document Intelligence.

Other comparisons with Adobe PDF Services / PDF Extract API or Azure Document Intelligence

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