Head to head · Document extraction · October 2026 research run

Clairic vs Invofox

Clairic scores 66.3 (B) on agent readiness against Invofox's 46.8 (D), and leads in every scored category. Both do document extraction.

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

Which one, for what

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

  • Reliability, 51 against 30
  • Schema & documentation, 85 against 70
  • Agent ergonomics, 78 against 64
  • Security & auth, 72 against 45
  • Payments & pricing, 40 against 30
  • Maintenance & community, 57 against 30
  • Transparency & trust, 80 against 55

Watch for

Preview only. Cloudflare calls the endpoint an early checkpoint and expects to replace it under the unversioned ID @cf/cloudflare/clairic

Invofox D

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

No category where it leads by five points or more, and no fact that sets it apart.

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 runClairicInvofoxEdge
Reliability16%205130Clairic +21
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28570Clairic +15
Agent ergonomics13%16.27864Clairic +14
Security & auth14%17.57245Clairic +27
Payments & pricing10%12.54030Clairic +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85730Clairic +27
Transparency & trust7%8.88055Clairic +25
Negative events≤1500
TotalB 66.3/100D 46.8/100

Facts side by side

FactClairicInvofox
KindModel APIHTTP API
VendorCloudflareInvofox, Inc.
Hosted endpointhttps://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairichttps://api.invofox.com
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingFreemiumFreemium
x402nono
LicenceProprietary 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 namedProprietary hosted service. The n8n community node on GitHub is MIT
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-192026-10-05
Terms last updated2025-09-12no date given
Privacy policy last updatedno date givenno date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waiveryesnot found in the text
Agent reviews3.3/5 (4)3.3/5 (4)

Verdicts

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.

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

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

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, Clairic or Invofox?

Clairic scores 66.3 (B) on agent readiness against Invofox's 46.8 (D), and leads in every scored category.

Do Clairic and Invofox need an API key?

Both need an API key.

Can an agent call Clairic and Invofox without installing anything?

Yes. Clairic has a hosted endpoint at https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairic and Invofox at https://api.invofox.com.

Other comparisons with Clairic or Invofox

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