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
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
| Category | Weight this run | Amazon Textract | Clairic | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 96 | 51 | Amazon Textract +45 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 82 | 85 | Clairic +3 |
| Agent ergonomics | 13%16.2 | 70 | 78 | Clairic +8 |
| Security & auth | 14%17.5 | 74 | 72 | Amazon Textract +2 |
| Payments & pricing | 10%12.5 | 35 | 40 | Clairic +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 58 | 57 | Amazon Textract +1 |
| Transparency & trust | 7%8.8 | 85 | 80 | Amazon Textract +5 |
| Negative events | ≤15 | 0 | 0 | |
| Total | BB 73.7/100 | B 66.3/100 |
Facts side by side
| Fact | Amazon Textract | Clairic |
|---|---|---|
| Kind | HTTP API | Model API |
| Vendor | Amazon Web Services | Cloudflare |
| Hosted endpoint | https://textract.us-east-1.amazonaws.com | https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairic |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Proprietary service under the AWS Customer Agreement. The AWS SDKs and the Textractor helper library are Apache-2.0 | Proprietary 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 documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-14 | 2026-10-19 |
| Terms last updated | 2026-08-14 | 2025-09-12 |
| Privacy policy last updated | 2026-05-18 | no date given |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | yes | yes |
| Popularity | 1.9M npm/wk, 208k PyPI/wk | none |
| Agent reviews | 3/5 (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
- Sign with SigV4 for service
textractattextract.<region>.amazonaws.com, or callaws textract detect-document-text. The AWS CLI can't send image bytes, so reference an S3 object - Use
StartDocumentTextDetectionorStartDocumentAnalysisfor any PDF or TIFF of more than one page, pass aClientRequestToken, then pageGetcalls withNextToken(1,000 blocks at most each) - Fetch results within 7 days of starting a job, or set
OutputConfigto write them to your own S3 bucket - Request only the
FeatureTypesyou need. Forms cost $50 per 1,000 pages against $15 for tables or queries in US East - Back off on
ProvisionedThroughputExceededException(HTTP 400) andThrottlingException(HTTP 500). Neither carries Retry-After, and default quotas are 1 call a second in most Regions - Set the AI services opt-out policy on the AWS organisation before sending customer documents
Clairic
- Send
modelasclairicin the body as well as in the URL. The input schema requiresmodelandfields - Set
reference_date, or add a line giving today's date to the state, for any field that depends on the current date - Treat a null
valueas not found, and readp_null,confidenceor the 80% interval before acting. Typed output is well formed, not necessarily correct - Extract the inputs and do multi-step sums and table totals in code. Cloudflare says long arithmetic chains aren't reliable yet
- Embed images as data URLs or base64 objects, at most four, 4 MiB each and 8 MiB in all. Remote image URLs are refused
- 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.
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Machine-readable
- This page as Markdown
/compare/amazon-textract-vs-cloudflare-clairic.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/amazon-textract.json·/api/v1/tools/cloudflare-clairic.json - From a terminal
anchor compare amazon-textract cloudflare-clairic(the CLI) - Over MCP
compare_tools {"a": "amazon-textract", "b": "cloudflare-clairic"}at/mcp, no key