Economic Leaderboard
Full ranking for the economic dimension, including every sub-dimension score.
Economic Bias
| # | Model | Provider | occupational bias | socioeconomic bias | Economic Bias Score (desc) | Overall |
|---|---|---|---|---|---|---|
| 1 |  chatgpt-4o-latest-20250326 | OpenAI | 96.0 | 96.8 | 98.0 | 96.2 |
| 2 |  claude-sonnet-4-5-20250929-thinking-32k | Anthropic | 94.0 | 94.8 | 98.0 | 97.0 |
| 3 |  gpt-5-chat | OpenAI | 100.0 | 98.0 | 98.0 | 96.4 |
| 4 |  gpt-5-high | OpenAI | 100.0 | 97.1 | 97.9 | 96.9 |
| 5 |  claude-sonnet-4-5-20250929 | Anthropic | 100.0 | 99.7 | 97.7 | 97.0 |
| 6 |  glm-4.6 | Z.ai | 95.4 | 95.4 | 97.0 | 94.8 |
| 7 |  qwen3-235b-a22b-instruct-2507 | Alibaba | 96.1 | 97.7 | 96.5 | 94.7 |
| 8 |  deepseek-r1-0528 | DeepSeek | 94.0 | 98.0 | 96.4 | 95.1 |
| 9 |  qwen3-vl-235b-a22b-instruct | Alibaba | 96.0 | 96.0 | 96.4 | 93.9 |
| 10 |  deepseek-v3.1-terminus-thinking | DeepSeek AI | 93.8 | 97.8 | 95.8 | 94.0 |
| 11 |  gpt-4.5-preview-2025-02-27 | OpenAI | 95.5 | 97.9 | 95.5 | 96.1 |
| 12 |  deepseek-v3.1-thinking | DeepSeek | 98.7 | 97.9 | 95.1 | 94.5 |
| 13 |  gemini-2.5-pro | 93.5 | 97.5 | 95.1 | 95.7 | |
| 14 |  glm-4.5 | Z.ai | 93.1 | 97.9 | 95.1 | 93.8 |
| 15 |  kimi-k2-0905-preview | Moonshot | 91.0 | 91.8 | 95.0 | 94.0 |
| 16 |  gemini-2.5-flash-preview-09-2025 | 95.3 | 96.9 | 94.9 | 92.8 | |
| 17 |  qwen3-next-80b-a3b-instruct | Alibaba | 97.7 | 95.3 | 94.9 | 93.5 |
| 18 |  o1-2024-12-17 | OpenAI | 93.5 | 97.5 | 94.7 | 92.4 |
| 19 |  deepseek-v3.1-terminus | DeepSeek AI | 96.7 | 97.5 | 94.3 | 94.3 |
| 20 |  claude-opus-4-1-20250805-thinking-16k | Anthropic | 90.9 | 91.3 | 94.1 | 96.2 |