| { |
| "models": [ |
| "claude_opus_4_6", |
| "claude_opus_4_7", |
| "claude_sonnet_4_5", |
| "deepseek_v3_2", |
| "deepseek_v4_flash", |
| "deepseek_v4_pro", |
| "gemini_2_5_flash", |
| "gemini_3_1_flash_lite", |
| "gemini_3_1_pro", |
| "gemma_4_26b", |
| "glm_4_7", |
| "glm_5_1", |
| "gpt_4_1", |
| "grok_4_1", |
| "kimi_k2_5", |
| "kimi_k2_6", |
| "llama_4_maverick", |
| "minimax_m2_7", |
| "mistral_small_creative", |
| "qwen3_5_flash" |
| ], |
| "methods": [ |
| "Likert overall", |
| "F1 Likert mean", |
| "F2 Likert mean", |
| "F12 Likert mean", |
| "F13 Likert mean", |
| "F1 binary rate", |
| "Flaw hunter mean", |
| "Bayesian ELO", |
| "Behavioral unique-wr", |
| "Behavioral repetition" |
| ], |
| "values_per_model": { |
| "Likert overall": { |
| "claude_opus_4_6": 4.51, |
| "claude_opus_4_7": 4.54, |
| "claude_sonnet_4_5": 4.42, |
| "deepseek_v3_2": 4.38, |
| "deepseek_v4_flash": 4.38, |
| "deepseek_v4_pro": 4.42, |
| "gemini_2_5_flash": 4.14, |
| "gemini_3_1_flash_lite": 4.3, |
| "gemini_3_1_pro": 4.33, |
| "gemma_4_26b": 4.29, |
| "glm_4_7": 4.37, |
| "glm_5_1": 4.39, |
| "gpt_4_1": 4.34, |
| "grok_4_1": 4.19, |
| "kimi_k2_5": 4.4, |
| "kimi_k2_6": 4.18, |
| "llama_4_maverick": 3.96, |
| "minimax_m2_7": 4.34, |
| "mistral_small_creative": 4.22, |
| "qwen3_5_flash": 3.98 |
| }, |
| "F1 Likert mean": { |
| "claude_opus_4_6": 4.55, |
| "claude_opus_4_7": 4.6, |
| "claude_sonnet_4_5": 4.5, |
| "deepseek_v3_2": 4.38, |
| "deepseek_v4_flash": 4.5, |
| "deepseek_v4_pro": 4.4, |
| "gemini_2_5_flash": 3.95, |
| "gemini_3_1_flash_lite": 4.33, |
| "gemini_3_1_pro": 4.43, |
| "gemma_4_26b": 4.25, |
| "glm_4_7": 4.38, |
| "glm_5_1": 4.5, |
| "gpt_4_1": 4.38, |
| "grok_4_1": 4.33, |
| "kimi_k2_5": 4.47, |
| "kimi_k2_6": 3.77, |
| "llama_4_maverick": 3.83, |
| "minimax_m2_7": 4.45, |
| "mistral_small_creative": 4.28, |
| "qwen3_5_flash": 3.8 |
| }, |
| "F2 Likert mean": { |
| "claude_opus_4_6": 4.47, |
| "claude_opus_4_7": 4.43, |
| "claude_sonnet_4_5": 4.2, |
| "deepseek_v3_2": 4.27, |
| "deepseek_v4_flash": 4.2, |
| "deepseek_v4_pro": 4.3, |
| "gemini_2_5_flash": 4.03, |
| "gemini_3_1_flash_lite": 4.23, |
| "gemini_3_1_pro": 4.2, |
| "gemma_4_26b": 4.2, |
| "glm_4_7": 4.27, |
| "glm_5_1": 4.17, |
| "gpt_4_1": 4.23, |
| "grok_4_1": 4.1, |
| "kimi_k2_5": 4.2, |
| "kimi_k2_6": 4.27, |
| "llama_4_maverick": 3.93, |
| "minimax_m2_7": 4.2, |
| "mistral_small_creative": 4.23, |
| "qwen3_5_flash": 4.03 |
| }, |
| "F12 Likert mean": { |
| "claude_opus_4_6": 4.47, |
| "claude_opus_4_7": 4.57, |
| "claude_sonnet_4_5": 4.3, |
| "deepseek_v3_2": 4.3, |
| "deepseek_v4_flash": 4.3, |
| "deepseek_v4_pro": 4.4, |
| "gemini_2_5_flash": 4.2, |
| "gemini_3_1_flash_lite": 4.3, |
| "gemini_3_1_pro": 4.33, |
| "gemma_4_26b": 4.3, |
| "glm_4_7": 4.3, |
| "glm_5_1": 4.33, |
| "gpt_4_1": 4.3, |
| "grok_4_1": 4.23, |
| "kimi_k2_5": 4.37, |
| "kimi_k2_6": 4.3, |
| "llama_4_maverick": 3.77, |
| "minimax_m2_7": 4.23, |
| "mistral_small_creative": 4.27, |
| "qwen3_5_flash": 3.17 |
| }, |
| "F13 Likert mean": { |
| "claude_opus_4_6": 4.57, |
| "claude_opus_4_7": 4.57, |
| "claude_sonnet_4_5": 4.6, |
| "deepseek_v3_2": 4.6, |
| "deepseek_v4_flash": 4.53, |
| "deepseek_v4_pro": 4.57, |
| "gemini_2_5_flash": 4.23, |
| "gemini_3_1_flash_lite": 4.33, |
| "gemini_3_1_pro": 4.37, |
| "gemma_4_26b": 4.33, |
| "glm_4_7": 4.57, |
| "glm_5_1": 4.57, |
| "gpt_4_1": 4.43, |
| "grok_4_1": 4.07, |
| "kimi_k2_5": 4.57, |
| "kimi_k2_6": 4.4, |
| "llama_4_maverick": 4.1, |
| "minimax_m2_7": 4.3, |
| "mistral_small_creative": 4.2, |
| "qwen3_5_flash": 4.3 |
| }, |
| "F1 binary rate": { |
| "claude_opus_4_6": -4.545454545454546, |
| "claude_opus_4_7": -6.0606060606060606, |
| "claude_sonnet_4_5": -0.0, |
| "deepseek_v3_2": -4.545454545454546, |
| "deepseek_v4_flash": -0.0, |
| "deepseek_v4_pro": -0.0, |
| "gemini_2_5_flash": -0.0, |
| "gemini_3_1_flash_lite": -3.0303030303030303, |
| "gemini_3_1_pro": -0.0, |
| "gemma_4_26b": -2.272727272727273, |
| "glm_4_7": -9.090909090909092, |
| "glm_5_1": -3.0303030303030303, |
| "gpt_4_1": -0.0, |
| "grok_4_1": -0.0, |
| "kimi_k2_5": -6.0606060606060606, |
| "kimi_k2_6": -0.0, |
| "llama_4_maverick": -6.8181818181818175, |
| "minimax_m2_7": -9.30232558139535, |
| "mistral_small_creative": -15.909090909090908, |
| "qwen3_5_flash": -0.0 |
| }, |
| "Flaw hunter mean": { |
| "claude_opus_4_6": 40.9, |
| "claude_opus_4_7": 42.8, |
| "claude_sonnet_4_5": 45.3, |
| "deepseek_v3_2": 46.9, |
| "deepseek_v4_flash": 50.6, |
| "deepseek_v4_pro": 19.4, |
| "gemini_2_5_flash": 43.6, |
| "gemini_3_1_flash_lite": 34.2, |
| "gemini_3_1_pro": 29.2, |
| "gemma_4_26b": 32.6, |
| "glm_4_7": 36.8, |
| "glm_5_1": 45.8, |
| "gpt_4_1": 27.6, |
| "grok_4_1": 12.8, |
| "kimi_k2_5": 42, |
| "kimi_k2_6": 49.5, |
| "llama_4_maverick": 30.6, |
| "minimax_m2_7": 41.5, |
| "mistral_small_creative": 27.1, |
| "qwen3_5_flash": 39.6 |
| }, |
| "Bayesian ELO": { |
| "claude_opus_4_6": null, |
| "claude_opus_4_7": null, |
| "claude_sonnet_4_5": 1513.0, |
| "deepseek_v3_2": 1492.1, |
| "deepseek_v4_flash": null, |
| "deepseek_v4_pro": null, |
| "gemini_2_5_flash": 1529.1, |
| "gemini_3_1_flash_lite": null, |
| "gemini_3_1_pro": null, |
| "gemma_4_26b": 1533.7, |
| "glm_4_7": 1490.0, |
| "glm_5_1": null, |
| "gpt_4_1": 1471.9, |
| "grok_4_1": 1517.0, |
| "kimi_k2_5": null, |
| "kimi_k2_6": null, |
| "llama_4_maverick": 1483.3, |
| "minimax_m2_7": 1514.4, |
| "mistral_small_creative": 1533.5, |
| "qwen3_5_flash": 1492.6 |
| }, |
| "Behavioral unique-wr": { |
| "claude_opus_4_6": 0.551, |
| "claude_opus_4_7": 0.5711, |
| "claude_sonnet_4_5": 0.6253, |
| "deepseek_v3_2": 0.7126, |
| "deepseek_v4_flash": 0.7088, |
| "deepseek_v4_pro": 0.6642, |
| "gemini_2_5_flash": 0.7278, |
| "gemini_3_1_flash_lite": 0.6435, |
| "gemini_3_1_pro": 0.6675, |
| "gemma_4_26b": 0.5971, |
| "glm_4_7": 0.6667, |
| "glm_5_1": 0.6534, |
| "gpt_4_1": 0.6878, |
| "grok_4_1": 0.796, |
| "kimi_k2_5": 0.681, |
| "kimi_k2_6": 0.677, |
| "llama_4_maverick": 0.6456, |
| "minimax_m2_7": 0.649, |
| "mistral_small_creative": 0.5567, |
| "qwen3_5_flash": 0.6341 |
| }, |
| "Behavioral repetition": { |
| "claude_opus_4_6": -0.0757, |
| "claude_opus_4_7": -0.071, |
| "claude_sonnet_4_5": -0.0526, |
| "deepseek_v3_2": -0.0288, |
| "deepseek_v4_flash": -0.0302, |
| "deepseek_v4_pro": -0.0402, |
| "gemini_2_5_flash": -0.0299, |
| "gemini_3_1_flash_lite": -0.0485, |
| "gemini_3_1_pro": -0.0401, |
| "gemma_4_26b": -0.0688, |
| "glm_4_7": -0.0382, |
| "glm_5_1": -0.0409, |
| "gpt_4_1": -0.0313, |
| "grok_4_1": -0.0151, |
| "kimi_k2_5": -0.037, |
| "kimi_k2_6": -0.0376, |
| "llama_4_maverick": -0.0637, |
| "minimax_m2_7": -0.0458, |
| "mistral_small_creative": -0.0945, |
| "qwen3_5_flash": -0.0693 |
| } |
| }, |
| "spearman_matrix": { |
| "Likert overall": { |
| "Likert overall": 1.0, |
| "F1 Likert mean": 0.912, |
| "F2 Likert mean": 0.61, |
| "F12 Likert mean": 0.841, |
| "F13 Likert mean": 0.855, |
| "F1 binary rate": -0.086, |
| "Flaw hunter mean": 0.27, |
| "Bayesian ELO": -0.143, |
| "Behavioral unique-wr": -0.196, |
| "Behavioral repetition": -0.09 |
| }, |
| "F1 Likert mean": { |
| "Likert overall": 0.912, |
| "F1 Likert mean": 1.0, |
| "F2 Likert mean": 0.372, |
| "F12 Likert mean": 0.725, |
| "F13 Likert mean": 0.669, |
| "F1 binary rate": -0.094, |
| "Flaw hunter mean": 0.281, |
| "Bayesian ELO": -0.155, |
| "Behavioral unique-wr": -0.161, |
| "Behavioral repetition": -0.082 |
| }, |
| "F2 Likert mean": { |
| "Likert overall": 0.61, |
| "F1 Likert mean": 0.372, |
| "F2 Likert mean": 1.0, |
| "F12 Likert mean": 0.686, |
| "F13 Likert mean": 0.59, |
| "F1 binary rate": -0.138, |
| "Flaw hunter mean": 0.056, |
| "Bayesian ELO": -0.13, |
| "Behavioral unique-wr": -0.232, |
| "Behavioral repetition": -0.142 |
| }, |
| "F12 Likert mean": { |
| "Likert overall": 0.841, |
| "F1 Likert mean": 0.725, |
| "F2 Likert mean": 0.686, |
| "F12 Likert mean": 1.0, |
| "F13 Likert mean": 0.748, |
| "F1 binary rate": 0.05, |
| "Flaw hunter mean": 0.162, |
| "Bayesian ELO": -0.02, |
| "Behavioral unique-wr": -0.146, |
| "Behavioral repetition": -0.068 |
| }, |
| "F13 Likert mean": { |
| "Likert overall": 0.855, |
| "F1 Likert mean": 0.669, |
| "F2 Likert mean": 0.59, |
| "F12 Likert mean": 0.748, |
| "F13 Likert mean": 1.0, |
| "F1 binary rate": 0.057, |
| "Flaw hunter mean": 0.489, |
| "Bayesian ELO": -0.314, |
| "Behavioral unique-wr": -0.032, |
| "Behavioral repetition": 0.079 |
| }, |
| "F1 binary rate": { |
| "Likert overall": -0.086, |
| "F1 Likert mean": -0.094, |
| "F2 Likert mean": -0.138, |
| "F12 Likert mean": 0.05, |
| "F13 Likert mean": 0.057, |
| "F1 binary rate": 1.0, |
| "Flaw hunter mean": 0.085, |
| "Bayesian ELO": -0.027, |
| "Behavioral unique-wr": 0.446, |
| "Behavioral repetition": 0.442 |
| }, |
| "Flaw hunter mean": { |
| "Likert overall": 0.27, |
| "F1 Likert mean": 0.281, |
| "F2 Likert mean": 0.056, |
| "F12 Likert mean": 0.162, |
| "F13 Likert mean": 0.489, |
| "F1 binary rate": 0.085, |
| "Flaw hunter mean": 1.0, |
| "Bayesian ELO": -0.073, |
| "Behavioral unique-wr": 0.14, |
| "Behavioral repetition": 0.185 |
| }, |
| "Bayesian ELO": { |
| "Likert overall": -0.143, |
| "F1 Likert mean": -0.155, |
| "F2 Likert mean": -0.13, |
| "F12 Likert mean": -0.02, |
| "F13 Likert mean": -0.314, |
| "F1 binary rate": -0.027, |
| "Flaw hunter mean": -0.073, |
| "Bayesian ELO": 1.0, |
| "Behavioral unique-wr": -0.282, |
| "Behavioral repetition": -0.227 |
| }, |
| "Behavioral unique-wr": { |
| "Likert overall": -0.196, |
| "F1 Likert mean": -0.161, |
| "F2 Likert mean": -0.232, |
| "F12 Likert mean": -0.146, |
| "F13 Likert mean": -0.032, |
| "F1 binary rate": 0.446, |
| "Flaw hunter mean": 0.14, |
| "Bayesian ELO": -0.282, |
| "Behavioral unique-wr": 1.0, |
| "Behavioral repetition": 0.985 |
| }, |
| "Behavioral repetition": { |
| "Likert overall": -0.09, |
| "F1 Likert mean": -0.082, |
| "F2 Likert mean": -0.142, |
| "F12 Likert mean": -0.068, |
| "F13 Likert mean": 0.079, |
| "F1 binary rate": 0.442, |
| "Flaw hunter mean": 0.185, |
| "Bayesian ELO": -0.227, |
| "Behavioral unique-wr": 0.985, |
| "Behavioral repetition": 1.0 |
| } |
| } |
| } |
