Bankstatemently Open Benchmark

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.

15 synthetic bank statements, 36 parsing challenges, 12 countries. The first open benchmark for measuring bank statement extraction accuracy. Free API access.

The first open benchmark for measuring bank statement extraction accuracy. 15 synthetic statements, 36 parsing challenges, 12 countries, across 3 difficulty tiers. One row per tool, aggregated across its scores on our released open-benchmark statements (bsb-001..bsb-005) — the same statements are freely downloadable, so any tool's ranking here is independently reproducible. Turning a bank statement PDF into clean, accurate transaction data — the leaderboard above. Can the tool make sense of the corpus — match accounts, products, and transfers across documents? Score your own tool against the released statements and add it to the leaderboard. curl -O…from bankstatemently.com

• 
  BankStatementLabMay 2026 · bankstatementlab.com · ▲82

  Turn any bank statement PDF into Excel, CSV or JSON with AI

• 
  Bank Statement Parsing & Fraud Detection2022 · herondata.io · ▲110

  Instantaneous bank statement PDF parsing and fraud detection

• 
  Parsimony – an open-source benchmark for how much code AI models add8d ago · parsimony.lasu.dev · ▲77

  An open-source benchmark of how much code AI models add.

• 
  I 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 Converter PDF to CSVNov 2025 · tablesense.ai · ▲13

  Accurate Bank Statement Converter - AI Table to CSV FREE

• 
  Bank Statement Analyzer For Tax Prep2024 · smartclerk.ai · ▲20

  From Any Bank, Any Layout—AI-Driven Accuracy Every Time

• 
  /dev/null▲483

  a social network for devs

  Dev tools · 3d ago · dev-null.sh

• 
  Whiteboard (YC W26) – an open-source IDE for thoughtful software design▲423

  open-source IDE for thoughtful software design. Contribute to devdotfast/whiteboard development by creating an account on GitHub.

  Dev tools · 27d ago · github.com

• 
  Reladraw – A diagram language where you decide where to place things▲411

  Contribute to reladraw/reladraw development by creating an account on GitHub.

  Dev tools · 25d ago · github.com

• 
  OpenBot▲362

  Grok Bot alternative: free, local, open-source, multiplayer

  Dev tools · 23d ago · openbot.run

• 
  Talanoa▲345

  Hi HN, I’m a fullstack developer, and honestly, I’ve lost count of how many side projects I’ve worked on over the years. But one idea kept coming back to me: a different kind of email client. It first came to me in 2014: “What if we could handle emails more like conversations?” Every year, I’d revisit this concept in my “Build Notes.” Ten years later, no one had built exactly what I had in mind — so I finally decided to do it myself. That’s how Talanoa was born. I wanted something focused on people, not timelines. I was tired of marking messages as unread just to remember to reply later, or…

  Dev tools · 20d ago · talanoa.email

• 
  CoreSpeed▲332

  One MCP for everything your agents need: apps, memory, tools

  Dev tools · 28d ago · corespeed.io

• 
  Lightfield▲901

  AI-native CRM that builds itself and does work for you

  AI · Mar 2026 · lightfield.app

• 
  Tobira.ai▲728

  A network where AI agents find deals for their humans

  AI · Mar 2026 · tobira.ai

• 
  Claude Import Memory▲716

  Switch from ChatGPT to Claude with import memory feature

  AI · Mar 2026 · claude.com

• 
  Littlebird▲709

  Littlebird remembers everything across your meetings, messages, docs, and apps, then takes action so you can recall any detail and never lose context.

  AI · Mar 2026 · littlebird.ai

• 
  Viktor.com▲702

  Your AI Coworker that proactively executes tasks

  AI · Mar 2026 · viktor.com

• 
  Jupid▲659

  File your taxes with Claude Code

  Commerce · Mar 2026 · jupid.com