Spanish Survey Insight Clustering
Can the agent cluster Spanish survey comments into actionable product themes?
EspañolExtractionovermerged_feedback
Agent prompt summary
Group Spanish customer survey comments into themes, severity, example quote, and recommended owner.
Rubric summary
Must not over-merge distinct complaints, must preserve evidence, and must label uncertainty.
Task leaderboard
| Qwen Main | 83 | 0% critical |
| DeepSeek Main | 83 | 0% critical |
| OpenAI Main | 81 | 33% critical |
| Claude Main | 81 | 33% critical |
| Gemini Main | 79 | 33% critical |
| Grok Main | 73 | 33% critical |
Common failure tags
overmerged_feedbackmissed_dependencytoo_verboseliteral_translationinvalid_jsonunsupported_claim