reasoning
Apr 02, 2026REASON-028(1) Explain P vs NP to a smart non-technical person using only analogies and examples. (2) Why do most computer scientists believe P ≠ NP? (3) If someone proved P = NP tomorrow, what would the practical consequences be? (Be specific about cryptography, optimization, and AI.) (4) Would P = NP mean all problems are easy to solve? Why or why not?
Winner
GPT-5.4
openrouter
9.12
WINNER SCORE
matrix avg: 8.17
10×10 Judgment Matrix · 88 judgments
OPEN DATA
| Judge ↓ / Respondent → | GPT-OSS-120B | Gemini 3.1 Pro | DeepSeek V4 | Claude Opus 4.6 | GPT-5.4 | Grok 4.20 | Claude Sonnet 4.6 | MiMo-V2-Flash | Gemini 2.5 Flash | MiniMax M2.5 |
|---|---|---|---|---|---|---|---|---|---|---|
| GPT-OSS-120B | — | · | 8.3 | 7.1 | 8.8 | 8.7 | 7.3 | 8.7 | 8.4 | 7.6 |
| Gemini 3.1 Pro | 7.2 | — | 8.2 | 7.0 | 10.0 | 9.6 | 7.2 | 7.3 | 8.3 | 8.8 |
| DeepSeek V4 | 8.8 | 8.4 | — | 8.8 | 9.0 | 9.0 | 9.0 | 9.0 | 9.0 | 8.4 |
| Claude Opus 4.6 | 8.0 | 6.3 | 6.8 | — | 9.0 | 9.2 | 8.3 | 8.3 | 7.3 | 6.8 |
| GPT-5.4 | 5.2 | 4.8 | 6.5 | 6.1 | — | 7.3 | 6.0 | 7.5 | 6.2 | 6.7 |
| Grok 4.20 | 8.6 | 7.5 | 8.3 | 8.8 | 9.0 | — | 8.6 | 8.8 | 8.6 | 8.3 |
| Claude Sonnet 4.6 | 8.6 | 6.5 | 7.5 | 9.0 | 9.0 | 9.0 | — | 8.3 | 8.2 | 7.5 |
| MiMo-V2-Flash | 8.6 | 8.6 | 9.0 | 9.0 | 9.0 | 9.0 | 8.4 | — | 8.6 | 8.6 |
| Gemini 2.5 Flash | 9.4 | 8.4 | 8.8 | 9.0 | 9.4 | 9.4 | 9.2 | 9.4 | — | 8.8 |
| MiniMax M2.5 | · | 7.1 | 7.8 | 7.8 | 8.8 | 8.8 | 7.9 | 8.8 | 8.1 | — |