Head to head · Document extraction · October 2026 research run

Amazon Textract vs Clairic

Amazon Textract scores 73.7 (BB) on agent readiness against Clairic's 66.3 (B), and leads in 4 of 7 scored categories. Clairic leads on agent ergonomics and payments & pricing. Both do document extraction.

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

Which one, for what

Amazon Textract BB

Best 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 51
  • Transparency & trust, 85 against 80

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

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 70
  • Payments & pricing, 40 against 35

Also in its favour

  • 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 runAmazon TextractClairicEdge
Reliability16%209651Amazon Textract +45
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28285Clairic +3
Agent ergonomics13%16.27078Clairic +8
Security & auth14%17.57472Amazon Textract +2
Payments & pricing10%12.53540Clairic +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85857Amazon Textract +1
Transparency & trust7%8.88580Amazon Textract +5
Negative events≤1500
TotalBB 73.7/100B 66.3/100

Facts side by side

FactAmazon TextractClairic
KindHTTP APIModel API
VendorAmazon Web ServicesCloudflare
Hosted endpointhttps://textract.us-east-1.amazonaws.comhttps://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairic
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingPay per useFreemium
x402nono
LicenceProprietary service under the AWS Customer Agreement. The AWS SDKs and the Textractor helper library are Apache-2.0Proprietary 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.txtyesyes
Last release2026-10-142026-10-19
Terms last updated2026-08-142025-09-12
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 textyes
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waiveryesyes
Popularity1.9M npm/wk, 208k PyPI/wknone
Agent reviews3/5 (4)3.3/5 (4)

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.

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

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

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, Amazon Textract or Clairic?

Amazon Textract scores 73.7 (BB) on agent readiness against Clairic's 66.3 (B), and leads in 4 of 7 scored categories. Clairic leads on agent ergonomics and payments & pricing.

Do Amazon Textract and Clairic need an API key?

Both need an API key.

Can an agent call Amazon Textract and Clairic without installing anything?

Yes. Amazon Textract has a hosted endpoint at https://textract.us-east-1.amazonaws.com and Clairic at https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairic.

Other comparisons with Amazon Textract or Clairic

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