Algorithmic@1.0 Leaderboard

Algorithmic Problems
# Covering Optimization tasks, Constructive tasks, and Interactive tasks
RankModel Name

Pass@1

Pass@5

Score@1

Score@5

Avg@5

Date
1Gemini 2.5 Pro

36.2%

60.0%

11.7%

24.1%

11.0%

11/17/2025
2GPT 5 Thinking

35.2%

61.0%

9.8%

22.2%

10.7%

11/17/2025
3Grok 4

17.8%

46.7%

6.3%

19.0%

8.8%

11/17/2025
4Claude Opus 4.1

28.0%

44.9%

6.1%

12.5%

0.5%

11/17/2025
5Claude Sonnet 4.5

21.5%

48.6%

3.9%

13.5%

0.6%

11/17/2025

Send us an email to submit your results: qmang@berkeley.edu wenhao.chai@princeton.edu