EntropyMath Leaderboard

JWL Seedv1

5 problems 6 models

K-LLM Project · 독파모 / EntropyMath 평가 차수 안내

K-LLM Project는 대한민국 과학기술정보통신부의 독자 AI 파운데이션 모델 프로젝트(통칭 독파모)을 뜻합니다.

Round 1·2·3은 EntropyMath의 1차·2차·3차 모델 평가를 뜻합니다. 과기정통부의 공식 단계평가 번호나 통과 여부를 뜻하지 않습니다.

프로젝트 공식 안내 공식 1차 단계평가 공식 2차 단계평가

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Benchmarks ↑
ModelAccPass@301234
API / Others
Gemini-3-Pro-Preview
60.080.02/33/33/30/31/3
GPT-5.2 (high)
33.360.03/31/31/30/30/3
K-LLM Project · 2차 평가 (Round 2)
Solar Pro 3
Solar Pro 3
40.040.03/30/33/30/30/3
K-EXAONE-236B-A23B
K-EXAONE-236B-A23B
13.340.00/31/30/31/30/3
K-EXAONE-236B-A23B
K-EXAONE-236B-A23B
6.720.00/31/30/30/30/3
Local - KR
Kanana-2-30B-Thinking-2601
Kanana-2-30B-Thinking-2601
13.340.01/30/31/30/30/3
Scroll for problems · Click a cell for the solution
All correctPartialIncorrect

Model Accuracy vs Pass@3

100%
75%
50%
25%
0%
Gemini-3-Pro-Preview
Solar Pro 3
Solar Pro 3
GPT-5.2 (high)
K-EXAONE-236B-A23B
K-EXAONE-236B-A23B
Kanana-2-30B-Thinking-2601
Kanana-2-30B-Thinking-2601
K-EXAONE-236B-A23B
K-EXAONE-236B-A23B
Accuracy
Pass@3

Avg Token Usage (Per Problem)

20,777
15,583
10,388
5,194
0
K-EXAONE-236B-A23B
K-EXAONE-236B-A23B
K-EXAONE-236B-A23B
K-EXAONE-236B-A23B
Solar Pro 3
Solar Pro 3
Gemini-3-Pro-Preview
Kanana-2-30B-Thinking-2601
Kanana-2-30B-Thinking-2601
GPT-5.2 (high)
Avg Tokens / Problem
About this benchmark

The JWL seed evaluation, kept separate from the standard EntropyMath seed sets.

EntropyMath is an evolutionary multi-agent system and benchmark that generates high-entropy math problems designed to systematically break current LLMs.

Results are reported using Pass@3 metrics to account for generation variance. Detailed execution traces are available for transparency.

Performance Legend

Mastery (100%)
3/3
Strong (66%)
2/3
Weak (33%)
1/3
Fail (0%)
0/3