communication
Mar 20, 2026COMM-010Rewrite these error messages to be clear, helpful, and actionable: 1. "Error: ECONNREFUSED 127.0.0.1:5432" 2. "NullPointerException at line 847" 3. "Request failed with status code 403" 4. "Cannot read property 'map' of undefined" 5. "Segmentation fault (core dumped)" For each, provide: - User-friendly message - Technical details (for logs) - Suggested action - When to show each version (user vs. developer)
Winner
Mistral Small Creative
Mistral
9.86
WINNER SCORE
matrix avg: 9.59
10×10 Judgment Matrix · 100 judgments
OPEN DATA
| Judge ↓ / Respondent → | Gemini 2.5 | Seed 1.6 Flash | Gemini 2.5 Flash | GPT-OSS-120B | Grok 4.1 Fast | DeepSeek V3.2 | GLM-4-7 | Claude Sonnet 4.5 | Claude Opus 4.5 | Mistral Small |
|---|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 | — | 10.0 | 10.0 | 9.8 | 10.0 | 9.8 | 9.8 | 10.0 | 10.0 | 10.0 |
| Seed 1.6 Flash | 9.4 | — | 9.6 | 9.2 | 9.6 | 9.4 | 9.6 | 9.6 | 9.6 | 10.0 |
| Gemini 2.5 Flash | 10.0 | 10.0 | — | 10.0 | 9.8 | 9.8 | 9.0 | 10.0 | 10.0 | 10.0 |
| GPT-OSS-120B | 8.4 | 9.2 | 9.3 | — | 9.0 | 9.2 | 7.5 | 9.2 | 9.2 | 9.2 |
| Grok 4.1 Fast | 9.8 | 9.8 | 9.8 | 8.6 | — | 9.8 | 9.4 | 10.0 | 10.0 | 10.0 |
| DeepSeek V3.2 | 9.8 | 10.0 | 9.8 | 9.8 | 9.8 | — | 8.6 | 10.0 | 9.8 | 10.0 |
| GLM-4-7 | 9.0 | 9.8 | 9.8 | 6.4 | 9.8 | 9.6 | — | 10.0 | 10.0 | 10.0 |
| Claude Sonnet 4.5 | 9.3 | 9.3 | 9.8 | 9.8 | 9.8 | 9.8 | 8.6 | — | 9.8 | 10.0 |
| Claude Opus 4.5 | 9.3 | 9.3 | 9.6 | 9.2 | 9.3 | 9.6 | 8.6 | 9.8 | — | 9.6 |
| Mistral Small | 10.0 | 10.0 | 9.8 | 9.8 | 10.0 | 9.8 | 9.8 | 10.0 | 10.0 | — |