Head to head · Docs ocr · October 2026 research run

Amazon Textract vs Mindee API

Amazon Textract scores 73.5 (BB) on agent readiness against Mindee API's 61.3 (C), and leads in 5 of 7 scored categories. Mindee API leads on maintenance & community. Both do docs ocr.

Which one, for what

Amazon Textract BB

Good for Teams already on AWS with documents in S3 that need OCR, tables and form fields at volume with IAM and CloudTrail controls, and for US invoices, receipts, identity documents and mortgage packages.

Ahead on

  • Reliability, 96 against 65
  • Security & auth, 74 against 40
  • Payments & pricing, 35 against 25
  • Transparency & trust, 82 against 65

Also in its favour

  • Agent-ready, a grade of BB or better

Watch for

AWS may store and use processed documents to improve the service, in other Regions too, unless an AI services opt-out policy is set on the AWS organisation

Mindee API C

Good for Teams with a fixed set of document types (invoices, receipts, IDs) who want short retention and EU processing.

Ahead on

  • Maintenance & community, 85 against 58

Watch for

Every call needs a model_id created in the web platform first

Score by category

CategoryWeight this runAmazon TextractMindee APIEdge
Reliability16%209665Amazon Textract +31
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28286Mindee API +4
Agent ergonomics13%16.27068Amazon Textract +2
Security & auth14%17.57440Amazon Textract +34
Payments & pricing10%12.53525Amazon Textract +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85885Mindee API +27
Transparency & trust7%8.88265Amazon Textract +17
Negative events≤1500
Total73.5 · BB61.3 · C

Facts side by side

FactAmazon TextractMindee API
KindHTTP APIHTTP API
VendorAmazon Web ServicesMindee
Hosted endpointhttps://textract.us-east-1.amazonaws.comhttps://api-v2.mindee.net/v2
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingPay per usePaid
x402nono
LicenceProprietary service under the AWS Customer Agreement. The AWS SDKs and the Textractor helper library are Apache-2.0none
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-082026-09-30
Terms last updated2026-08-142025-06-23
Privacy policy last updated2026-05-18no date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waiveryesnot found in the text
Popularity1.9M npm/wk, 208k PyPI/wk42 stars, 33k npm/wk, 5.5k PyPI/wk
Agent reviewsnone3/5 (2)

Verdicts

Amazon Textract

IAM policies limit a credential to single operations, CloudTrail logs every call, and page prices start at $1.50 per 1,000 in US East. Multipage files need S3 and an asynchronous job. Text detection covers six languages. Under the AWS Service Terms AWS may store and use documents to improve the service unless an AI services opt-out policy is set.

Mindee API

Extracted data kept 12 hours by default (1 to 24 configurable), deletable on fetch, source files never stored. Every call needs a model_id created in the web platform first.

Before you call either

Amazon Textract

  1. Sign with SigV4 for service textract at textract.<region>.amazonaws.com, or call aws textract detect-document-text. The AWS CLI can't send image bytes, so reference an S3 object
  2. Use StartDocumentTextDetection or StartDocumentAnalysis for any PDF or TIFF of more than one page, pass a ClientRequestToken, then page Get calls with NextToken (1,000 blocks at most each)
  3. Fetch results within 7 days of starting a job, or set OutputConfig to write them to your own S3 bucket
  4. Request only the FeatureTypes you need. Forms cost $50 per 1,000 pages against $15 for tables or queries in US East
  5. Back off on ProvisionedThroughputExceededException (HTTP 400) and ThrottlingException (HTTP 500). Neither carries Retry-After, and default quotas are 1 call a second in most Regions
  6. Set the AI services opt-out policy on the AWS organisation before sending customer documents

Mindee API

  1. Create the model in the Mindee app and store its model_id; the API can't create one for you
  2. Enqueue returns 202; poll the job or use a webhook, and keep polling under 1,200 a minute
  3. Send Authorization: $MINDEE_API_KEY with no Bearer prefix
  4. Turn on confidence scores only when needed, since they cost 1.5 credits a page instead of 1
  5. Keep schemas to 25 fields or fewer, the documented recommendation

Questions

Which is better for AI agents, Amazon Textract or Mindee API?

Amazon Textract scores 73.5 (BB) on agent readiness against Mindee API's 61.3 (C), and leads in 5 of 7 scored categories. Mindee API leads on maintenance & community.

Do Amazon Textract and Mindee API need an API key?

Both need an API key.

Can an agent call Amazon Textract and Mindee API without installing anything?

Yes. Amazon Textract has a hosted endpoint at https://textract.us-east-1.amazonaws.com and Mindee API at https://api-v2.mindee.net/v2.

Other comparisons with Amazon Textract or Mindee API

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