Head to head · Docs extract · October 2026 research run

Amazon Textract vs Invofox

Amazon Textract scores 73.5 (BB) on agent readiness against Invofox's 46.8 (D), and leads in every scored category. Both do docs extract.

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 30
  • Schema & documentation, 82 against 70
  • Agent ergonomics, 70 against 64
  • Security & auth, 74 against 45
  • Payments & pricing, 35 against 30
  • Maintenance & community, 58 against 30
  • Transparency & trust, 82 against 55

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

Invofox D

Good for Teams that process a known set of business documents (invoices, payslips, bank statements, mortgage forms) at volume and can receive webhooks.

Also in its favour

  • Free to start without a card

Watch for

No status page found. status.invofox.com does not resolve, and neither the site nor the docs link to one

Score by category

CategoryWeight this runAmazon TextractInvofoxEdge
Reliability16%209630Amazon Textract +66
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28270Amazon Textract +12
Agent ergonomics13%16.27064Amazon Textract +6
Security & auth14%17.57445Amazon Textract +29
Payments & pricing10%12.53530Amazon Textract +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85830Amazon Textract +28
Transparency & trust7%8.88255Amazon Textract +27
Negative events≤1500
Total73.5 · BB46.8 · D

Facts side by side

FactAmazon TextractInvofox
KindHTTP APIHTTP API
VendorAmazon Web ServicesInvofox, Inc.
Hosted endpointhttps://textract.us-east-1.amazonaws.comhttps://api.invofox.com
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 service. The n8n community node on GitHub is MIT
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-082026-10-05
Terms last updated2026-08-14no date given
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/wknone

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.

Invofox

Three public OpenAPI 3.1 files, llms.txt and Markdown docs describe an asynchronous upload and webhook flow, and the free plan covers 500 pages without a card. No status page, rate limit numbers, changelog or official SDK were found, and documents are retained by default, with zero retention limited to Scale and Enterprise.

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

Invofox

  1. Ask the owner for an API key and the Document Type id or alias from app.invofox.com. No API endpoint lists Document Types
  2. Upload with POST /v1/ingest/uploads as multipart, with info as a JSON string. Send "useClassifier": true in place of type to have the type detected
  3. Expect 404 from GET /documents/{id} for the first seconds. Poll from 5 seconds with doubling, and stop at approved, pendingCorrection or discarded
  4. Handle the file.rejected webhook or check the import. A rejected file never produces a document, so polling the document waits indefinitely
  5. Do not retry an upload blindly. There is no idempotency key, so send your own id in clientData and look it up with filter first

Questions

Which is better for AI agents, Amazon Textract or Invofox?

Amazon Textract scores 73.5 (BB) on agent readiness against Invofox's 46.8 (D), and leads in every scored category.

Do Amazon Textract and Invofox need an API key?

Both need an API key.

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

Yes. Amazon Textract has a hosted endpoint at https://textract.us-east-1.amazonaws.com and Invofox at https://api.invofox.com.

Other comparisons with Amazon Textract or Invofox

Machine-readable

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