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Anthropic's original take home assignment open sourced

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Anthropic's Original Performance Take-Home

This repo contains a version of Anthropic's original performance take-home, before Claude Opus 4.5 started doing better than humans given only 2 hours.

Now you can try to beat Claude Opus 4.5 given unlimited time!

Performance benchmarks

measured in clock cycles from the simulated machine:

2164 cycles : Claude Opus 4 after many hours in the test-time compute harness

: Claude Opus 4 after many hours in the test-time compute harness 1790 cycles : Claude Opus 4.5 in a casual Claude Code session, approximately matching the best human performance in 2 hours

: Claude Opus 4.5 in a casual Claude Code session, approximately matching the best human performance in 2 hours 1579 cycles : Claude Opus 4.5 after 2 hours in our test-time compute harness

: Claude Opus 4.5 after 2 hours in our test-time compute harness 1548 cycles : Claude Sonnet 4.5 after many more than 2 hours of test-time compute

: Claude Sonnet 4.5 after many more than 2 hours of test-time compute 1487 cycles : Claude Opus 4.5 after 11.5 hours in the harness

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