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PunditBench

Grades forty language models' predicted football scorelines and World Cup brackets against real results, with each prediction locked before kickoff.

Actively maintained

PunditBench: data, price, alternatives
At a glancechecked Oct 30, 2026

26 linking domains

Emerging

For
People comparing how large language models forecast European league and World Cup football matches
Activity
Actively maintainedrelease 2 months ago
Used for
  • compare language models' locked match predictions across five leagues
  • check model picks against the 2026 World Cup results
  • review each model's simulated World Cup knockout bracket
Worth knowingcomputed from what we read · each with its source
  • Launched on Product Hunt on Aug 21, 2026Product Hunt ↗
Most used in LLM operationsby use, among tools still maintained — this tool shares no tags yet

Figure and bar: visits/mo, estimate · year: online since

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Questions this page answers
  • What is PunditBench?

    Grades forty language models' predicted football scorelines and World Cup brackets against real results, with each prediction locked before kickoff. It is listed in the Atlas under LLM operations.

  • Who is PunditBench for?

    People comparing how large language models forecast European league and World Cup football matches

  • Do people use PunditBench?

    Emerging.

  • Is PunditBench still maintained?

    Actively maintained: release 2 months ago.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk