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Kernel Optimization Challenge

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Original source (www.kerneloptimization.fun)
Tags: benchmarking anthropic www.kerneloptimization.fun
Clipped on: 2026-01-30

Kernel Optimization Challenge

Can You Beat Claude?

A community leaderboard for Anthropic's performance take-home challenge. Optimize your code to achieve the lowest clock cycles and see how you compare.

Not affiliated with or endorsed by Anthropic.

Recruiting Threshold: 1487 cycles
Claude Opus 4.5 Best: 1363 cycles
Leaderboard
Top performers ranked by clock cycles (lower is better)
RankUserBest ScoreSubmissions
101th
@werfaultBeat Claude
1,299 cycles14
102th
@jtaylorBeat Claude
1,300 cycles3
103th
@ccrostroBeat Claude
1,300 cycles27
104th
@furst_flyBeat Claude
1,302 cycles19
105th
@whatdotcdBeat Claude
1,303 cycles50
106th
@Eclipse7dityaBeat Claude
1,304 cycles4
107th
@sezsaygiliBeat Claude
1,305 cycles21
108th
@b0xtchBeat Claude
1,307 cycles7
109th
@DadMakingGamesBeat Claude
1,307 cycles12
110th
@_thomasipBeat Claude
1,307 cycles25
111th
@Aryan_Mangla_Beat Claude
1,308 cycles7
112th
@rofls_onlyBeat Claude
1,309 cycles10
113th
@dr8_unixBeat Claude
1,309 cycles5
114th
@j_tyreeeBeat Claude
1,313 cycles9
115th
@JonasMArnoldBeat Claude
1,313 cycles1
116th
@0xQTpieBeat Claude
1,318 cycles69
117th
@akshat_sjBeat Claude
1,320 cycles20
118th
@drivelinekyleBeat Claude
1,329 cycles28
119th
@sigridjin_ethBeat Claude
1,329 cycles20
120th
@rohanganapaBeat Claude
1,330 cycles10
121th
@dystopiabreakerBeat Claude
1,337 cycles14
122th
@sambhavdixitproBeat Claude
1,338 cycles3
123th
@figtracerBeat Claude
1,338 cycles3
124th
@actualpoweruserBeat Claude
1,340 cycles51
125th
@__tinygrad__Beat Claude
1,340 cycles1
Showing 101-125 of 379 participants
Page 5 of 16
How It Works
  1. Sign in with your X account
  2. Submit your optimized Python code
  3. We run it in a secure sandbox
  4. Your score appears on the leaderboard
Scoring

Performance is measured in clock cycles from the simulated machine. Lower is better. Beat 1,487 cycles to reach the recruiting threshold, or 1,363 cycles to match Claude Opus 4.5's best.

Rules
  • 5 submissions per hour
  • 30 second execution timeout
  • Code must pass validation tests
  • Only your best score counts

Based on Anthropic's Performance Take-Home Challenge

This is a community project and is not affiliated with or endorsed by Anthropic.