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Founder at Bibby AI - https://trybibby.com/

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We benchmarked Bibby AI vs Overleaf vs OpenAI Prism on 500 real LaTeX errors.

We published a peer-reviewed paper on arXiv and the results speak for themselves.

On LaTeXBench-500 the first ever benchmark for LaTeX error detection across 500 real-world compilation errors:

  • Bibby AI 91.4% detection accuracy, 83.7% one-click fix accuracy

  • OpenAI Prism 78.3% detection / 64.1% fix accuracy

  • Overleaf 61.2% detection / zero automated fixes (just raw compiler logs)

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