
Bankstatemently Open Benchmark
Free synthetic bank statements for testing parser accuracy
What it does
Bank statement parsers are hard to test. Real data is private, every bank formats differently, and everyone claims "99% accuracy" with no way to verify. The Bankstatemently Open Benchmark is a free dataset of synthetic bank and credit card statement PDFs designed around real parsing challenges. 5 countries, 14 edge cases, fictional banks with realistic formatting. Download, parse, submit to the free evaluation API, and get field-level accuracy scores. MIT-licensed, open-source on GitHub.
Does the same job
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BankStatementLabMay 2026 · bankstatementlab.com · ▲82Turn any bank statement PDF into Excel, CSV or JSON with AI
Bank Statement Parsing & Fraud Detection2022 · ▲110Instantaneous bank statement PDF parsing and fraud detection
- IGI got fired so I built a bank statement converterNov 2025 · aussiebankstatements.com · ▲16
I recently got fired and decided to channel my energy into something productive. Over two weeks, I spent 16-hour days building a tool that converts Australian bank PDFs into clean, reliable CSVs, tailored specifically for Aussie banks. Most Aussie banks only provide statements as a PDF, and generic converters often fail: columns drift, multi-line descriptions break parsing, headers shift. Existing tools don’t handle it well and I wanted a tool that just works. To get started, I used my own bank statements to build the initial parsers. There was a "duh" moment when I realised how hard it is…

Bank Statement ConverterJul 2026 · bankstatementsheet.com · ▲4Bank statements to Excel — reconciled, not guessed

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