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OCR Bench
OCR Bench is an LLM OCR pricing calculator that computes the real cost per document and per month across vision models.
OCR Bench calculates the real cost per document and per month for LLM optical character recognition. It compares the latest GPT, Gemini, Claude, and Qwen models based on measured token counts. Users can select sample documents like receipts, invoices, and W-9 forms, or upload their own files to estimate expenses. The tool breaks down input and output token math using list prices from providers such as OpenAI, Google, Anthropic, and Qwen. It is designed for developers and teams evaluating vision models for document extraction.
OCR Bench at a glance
- Best for: Software engineer, Founder
- Runs on: Web
- Pricing: Free
- Released: September 2026
- Category: AI research tool
- Website: ocrbench.app
Key features
- Calculate cost per document and per month
- Compare GPT, Gemini, Claude, and Qwen models
- Upload custom files and JSON examples
- View detailed input and output token arithmetic
- Copy setup links and embed HTML
- Download tables as CSV
Use it for
- Calculate monthly expenses for document processing
- Compare expenses between different vision models
- Estimate token counts for scanned receipts and invoices
Alternatives to OCR Bench
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- Token Barometer — Compare daily list prices and history for thousands of language model offerings.
- Invofox Self Serve — Pay only for correctly extracted pages with automated refunds for errors.
- MST — Perform mechanical design checks and BOM comparisons directly in the browser.
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- LLMxRay — Debug prompts, profile latency, and track performance for local LLMs without cloud dependencies.
- Feedback Bench by Enterpret — Ranks 17 coding agents using public user feedback on 63 criteria.
All OCR Bench alternatives