Sansa Bench
Sociology leaderboard for Sansa Bench, with charts, model comparison, and methodology. This dimension covers social structures, processes, theories, and analysis of social phenomena.
Top models for Sociology
- 1.
Claude-Opus-5 Reasoning High0.986 - 2.Claude-Opus-4.8 Reasoning High0.913
- 3.
Grok-4.1-Fast Reasoning High0.815 - 4.Claude-Sonnet-4.6 Reasoning Low0.804
- 5.
Gemini-3.1-Pro-Preview Reasoning Low0.802
Methodology: Sociology
What it measures
Tests sociology knowledge and understanding, including social structures, social processes, social theories, and sociological analysis. Queries evaluate understanding of social phenomena.
Scoring & Criteria
Returns score 1.0 if the extracted answer exactly matches the expected answer letter (after normalization), otherwise 0.0. The system prompt requests answers in `<answer>X</answer>` format where X is a letter from the provided choices (A, B, C, D, etc.). The grader normalizes for models that include the full choice text instead of just the letter, or that violate the answer tag format from the system prompt. Only one answer is correct.
Evaluation Type: Multiple Choice
Grades multiple choice responses by exact string matching with normalization.