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What 1,000 invoices a month actually costs across five document-AI APIs

A developer benchmarked the real cost of processing 1,000 invoices per month across five document-AI APIs, revealing hidden minimums and per-attempt billing that inflate effective rates. AWS Textract, Google Document AI, and Azure Document Intelligence all charge $10/month at $0.01/page but bill for failed attempts, while Veryfi's $0.16/invoice rate requires a $500/month minimum. The developer's own product, Kynth Core, charges $80/month with no minimum and only on successful extractions.

read2 min views1 publishedJul 10, 2026

Pricing pages for document-extraction APIs are written to win a different comparison than the

one you actually need. Per-page rates hide minimums. Credit systems hide per-document math.

So here's the arithmetic for one concrete, boring workload: 1,000 single-page invoices a month, at each vendor's published July-2026 pricing. (I sell one of these APIs — disclosure

API Published rate 1,000 invoices/mo The catch
AWS Textract (AnalyzeExpense) $0.01/page $10
You build the pipeline: retries, failures, schema mapping. Every attempt bills, including failed ones.
Google Document AI (Invoice parser) $0.01/page $10
Same deal. (Their Bank Statement parser is $0.75/classified doc.)
Azure Document Intelligence (prebuilt) $0.01/page $10
Same again — the hyperscalers are interchangeable here.
LlamaParse $1.25/1k pages ~$1.25
It's a parser, not an extractor: structure back, not validated invoice fields. Budget your own extraction layer (and its LLM bill) on top.
Veryfi $0.16/invoice
$160 — except no. Production starts at a $500/mo minimum buying <5k docs
At 1,000 invoices your effective rate is $0.50/doc, not $0.16.
Kynth Core (mine) $0.08/invoice $80
Charged only when extraction succeeds; no minimum, no commitment.

1. What does a failure cost? The per-page APIs bill per attempt. If your docs are ugly —

photographed receipts, scanned faxes, tables that explode — your effective

per-successful-document rate is higher than the sticker. That's why "cost per correctly

extracted document" (price ÷ accuracy) is the only number worth comparing, and why I publish

a reproducible accuracy benchmark alongside this post — including the suites where the

hyperscalers beat me.

2. What does the minimum cost? Veryfi's per-doc rates look adjacent to mine until the

commitment line. Minimums are a bet the vendor makes you place on your own volume. Process

800 invoices a month and you're paying for 5,000.

3. Who owns the pipeline? $10/month at Textract is real if your engineering time is free.

The hyperscaler APIs hand you fields; everything around them — schema validation, retries,

normalization, the 3am alert when a new invoice layout breaks parsing — is yours.

Kynth Core is my product, so weight my row accordingly. What I can offer instead of

neutrality is reproducibility: the accuracy benchmark behind these claims is an MIT-licensed

harness (public datasets, pinned revisions, raw responses committed, fork-safe CI) — re-run

every number with your own keys, or re-score my committed responses with no keys at all.

Links: [benchmark repo](https://github.com/kyisaiah47/doc-extract-bench) ·

[live scores](https://api.kynth.studio/benchmarks) ·

[pricing sources](https://api.kynth.studio/guides/invoice-ocr-api-pricing).
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