{ "models": [ { "model_id": "01-ai/yi-34b", "name": "Yi 34B", "developer": "01-ai", "scores": { "Mean win rate": 0.57, "NarrativeQA": 0.782, "NaturalQuestions (closed-book)": 0.443, "OpenbookQA": 0.92, "MMLU": 0.65, "MATH": 0.375, "GSM8K": 0.648, "LegalBench": 0.618, "MedQA": 0.656, "WMT 2014": 0.172 } }, { "model_id": "01-ai/yi-6b", "name": "Yi 6B", "developer": "01-ai", "scores": { "Mean win rate": 0.253, "NarrativeQA": 0.702, "NaturalQuestions (closed-book)": 0.31, "OpenbookQA": 0.8, "MMLU": 0.53, "MATH": 0.126, "GSM8K": 0.375, "LegalBench": 0.519, "MedQA": 0.497, "WMT 2014": 0.117 } }, { "model_id": "01-ai/yi-large-preview", "name": "Yi Large Preview", "developer": "01-ai", "scores": { "Mean win rate": 0.471, "NarrativeQA": 0.373, "NaturalQuestions (closed-book)": 0.428, "OpenbookQA": 0.946, "MMLU": 0.712, "MATH": 0.712, "GSM8K": 0.69, "LegalBench": 0.519, "MedQA": 0.66, "WMT 2014": 0.176 } }, { "model_id": "AlephAlpha/luminous-base", "name": "Luminous Base 13B", "developer": "AlephAlpha", "scores": { "Mean win rate": 0.041, "NarrativeQA": 0.633, "NaturalQuestions (closed-book)": 0.197, "OpenbookQA": 0.286, "MMLU": 0.243, "MATH": 0.026, "GSM8K": 0.028, "LegalBench": 0.332, "MedQA": 0.26, "WMT 2014": 0.066 } }, { "model_id": "AlephAlpha/luminous-extended", "name": "Luminous Extended 30B", "developer": "AlephAlpha", "scores": { "Mean win rate": 0.078, "NarrativeQA": 0.684, "NaturalQuestions (closed-book)": 0.253, "OpenbookQA": 0.272, "MMLU": 0.248, "MATH": 0.04, "GSM8K": 0.075, "LegalBench": 0.421, "MedQA": 0.276, "WMT 2014": 0.083 } }, { "model_id": "AlephAlpha/luminous-supreme", "name": "Luminous Supreme 70B", "developer": "AlephAlpha", "scores": { "Mean win rate": 0.145, "NarrativeQA": 0.743, "NaturalQuestions (closed-book)": 0.299, "OpenbookQA": 0.284, "MMLU": 0.316, "MATH": 0.078, "GSM8K": 0.137, "LegalBench": 0.452, "MedQA": 0.276, "WMT 2014": 0.102 } }, { "model_id": "ai21/j2-grande", "name": "Jurassic-2 Grande 17B", "developer": "ai21", "scores": { "Mean win rate": 0.172, "NarrativeQA": 0.744, "NaturalQuestions (closed-book)": 0.35, "OpenbookQA": 0.614, "MMLU": 0.471, "MATH": 0.064, "GSM8K": 0.159, "LegalBench": 0.468, "MedQA": 0.39, "WMT 2014": 0.102 } }, { "model_id": "ai21/j2-jumbo", "name": "Jurassic-2 Jumbo 178B", "developer": "ai21", "scores": { "Mean win rate": 0.215, "NarrativeQA": 0.728, "NaturalQuestions (closed-book)": 0.385, "OpenbookQA": 0.688, "MMLU": 0.483, "MATH": 0.103, "GSM8K": 0.239, "LegalBench": 0.533, "MedQA": 0.431, "WMT 2014": 0.114 } }, { "model_id": "ai21/jamba-1.5-large", "name": "Jamba 1.5 Large", "developer": "ai21", "scores": { "Mean win rate": 0.637, "NarrativeQA": 0.664, "NaturalQuestions (closed-book)": 0.394, "OpenbookQA": 0.948, "MMLU": 0.683, "MATH": 0.692, "GSM8K": 0.846, "LegalBench": 0.675, "MedQA": 0.698, "WMT 2014": 0.203 } }, { "model_id": "ai21/jamba-1.5-mini", "name": "Jamba 1.5 Mini", "developer": "ai21", "scores": { "Mean win rate": 0.414, "NarrativeQA": 0.746, "NaturalQuestions (closed-book)": 0.388, "OpenbookQA": 0.89, "MMLU": 0.582, "MATH": 0.318, "GSM8K": 0.691, "LegalBench": 0.503, "MedQA": 0.632, "WMT 2014": 0.179 } }, { "model_id": "ai21/jamba-instruct", "name": "Jamba Instruct", "developer": "ai21", "scores": { "Mean win rate": 0.287, "NarrativeQA": 0.658, "NaturalQuestions (closed-book)": 0.384, "OpenbookQA": 0.796, "MMLU": 0.582, "MATH": 0.38, "GSM8K": 0.67, "LegalBench": 0.54, "MedQA": 0.519, "WMT 2014": 0.164 } }, { "model_id": "allenai/olmo-7b", "name": "OLMo 7B", "developer": "allenai", "scores": { "Mean win rate": 0.052, "NarrativeQA": 0.597, "NaturalQuestions (closed-book)": 0.259, "OpenbookQA": 0.222, "MMLU": 0.305, "MATH": 0.029, "GSM8K": 0.044, "LegalBench": 0.341, "MedQA": 0.229, "WMT 2014": 0.097 } }, { "model_id": "amazon/nova-lite-v1:0", "name": "Amazon Nova Lite", "developer": "amazon", "scores": { "Mean win rate": 0.708, "NarrativeQA": 0.768, "NaturalQuestions (closed-book)": 0.352, "OpenbookQA": 0.928, "MMLU": 0.693, "MATH": 0.779, "GSM8K": 0.829, "LegalBench": 0.659, "MedQA": 0.696, "WMT 2014": 0.204 } }, { "model_id": "amazon/nova-micro-v1:0", "name": "Amazon Nova Micro", "developer": "amazon", "scores": { "Mean win rate": 0.524, "NarrativeQA": 0.744, "NaturalQuestions (closed-book)": 0.285, "OpenbookQA": 0.888, "MMLU": 0.64, "MATH": 0.76, "GSM8K": 0.794, "LegalBench": 0.615, "MedQA": 0.608, "WMT 2014": 0.192 } }, { "model_id": "amazon/nova-pro-v1:0", "name": "Amazon Nova Pro", "developer": "amazon", "scores": { "Mean win rate": 0.885, "NarrativeQA": 0.791, "NaturalQuestions (closed-book)": 0.405, "OpenbookQA": 0.96, "MMLU": 0.758, "MATH": 0.821, "GSM8K": 0.87, "LegalBench": 0.736, "MedQA": 0.811, "WMT 2014": 0.229 } }, { "model_id": "anthropic/claude-2.0", "name": "Claude 2.0", "developer": "Anthropic", "scores": { "Mean win rate": 0.489, "NarrativeQA": 0.718, "NaturalQuestions (closed-book)": 0.428, "OpenbookQA": 0.862, "MMLU": 0.639, "MATH": 0.603, "GSM8K": 0.583, "LegalBench": 0.643, "MedQA": 0.652, "WMT 2014": 0.219 } }, { "model_id": "anthropic/claude-2.1", "name": "Claude 2.1", "developer": "Anthropic", "scores": { "Mean win rate": 0.437, "NarrativeQA": 0.677, "NaturalQuestions (closed-book)": 0.375, "OpenbookQA": 0.872, "MMLU": 0.643, "MATH": 0.632, "GSM8K": 0.604, "LegalBench": 0.643, "MedQA": 0.644, "WMT 2014": 0.204 } }, { "model_id": "anthropic/claude-3-5-haiku-20241022", "name": "Claude 3.5 Haiku 20241022", "developer": "Anthropic", "scores": { "Mean win rate": 0.531, "NarrativeQA": 0.763, "NaturalQuestions (closed-book)": 0.344, "OpenbookQA": 0.854, "MMLU": 0.671, "MATH": 0.872, "GSM8K": 0.815, "LegalBench": 0.631, "MedQA": 0.722, "WMT 2014": 0.135 } }, { "model_id": "anthropic/claude-3-5-sonnet-20240620", "name": "Claude 3.5 Sonnet 20240620", "developer": "Anthropic", "scores": { "Mean win rate": 0.885, "NarrativeQA": 0.746, "NaturalQuestions (closed-book)": 0.502, "OpenbookQA": 0.972, "MMLU": 0.799, "MATH": 0.813, "GSM8K": 0.949, "LegalBench": 0.707, "MedQA": 0.825, "WMT 2014": 0.229 } }, { "model_id": "anthropic/claude-3-5-sonnet-20241022", "name": "Claude 3.5 Sonnet 20241022", "developer": "Anthropic", "scores": { "Mean win rate": 0.846, "NarrativeQA": 0.77, "NaturalQuestions (closed-book)": 0.467, "OpenbookQA": 0.966, "MMLU": 0.809, "MATH": 0.904, "GSM8K": 0.956, "LegalBench": 0.647, "MedQA": 0.859, "WMT 2014": 0.226 } }, { "model_id": "anthropic/claude-3-haiku-20240307", "name": "Claude 3 Haiku 20240307", "developer": "Anthropic", "scores": { "Mean win rate": 0.263, "NarrativeQA": 0.244, "NaturalQuestions (closed-book)": 0.144, "OpenbookQA": 0.838, "MMLU": 0.662, "MATH": 0.131, "GSM8K": 0.699, "LegalBench": 0.46, "MedQA": 0.702, "WMT 2014": 0.148 } }, { "model_id": "anthropic/claude-3-opus-20240229", "name": "Claude 3 Opus 20240229", "developer": "Anthropic", "scores": { "Mean win rate": 0.683, "NarrativeQA": 0.351, "NaturalQuestions (closed-book)": 0.441, "OpenbookQA": 0.956, "MMLU": 0.768, "MATH": 0.76, "GSM8K": 0.924, "LegalBench": 0.662, "MedQA": 0.775, "WMT 2014": 0.24 } }, { "model_id": "anthropic/claude-3-sonnet-20240229", "name": "Claude 3 Sonnet 20240229", "developer": "Anthropic", "scores": { "Mean win rate": 0.377, "NarrativeQA": 0.111, "NaturalQuestions (closed-book)": 0.028, "OpenbookQA": 0.918, "MMLU": 0.652, "MATH": 0.084, "GSM8K": 0.907, "LegalBench": 0.49, "MedQA": 0.684, "WMT 2014": 0.218 } }, { "model_id": "anthropic/claude-instant-1.2", "name": "Claude Instant 1.2", "developer": "Anthropic", "scores": { "Mean win rate": 0.399, "NarrativeQA": 0.616, "NaturalQuestions (closed-book)": 0.343, "OpenbookQA": 0.844, "MMLU": 0.631, "MATH": 0.499, "GSM8K": 0.721, "LegalBench": 0.586, "MedQA": 0.559, "WMT 2014": 0.194 } }, { "model_id": "anthropic/claude-v1.3", "name": "Anthropic Claude v1.3", "developer": "Anthropic", "scores": { "Mean win rate": 0.518, "NarrativeQA": 0.723, "NaturalQuestions (closed-book)": 0.409, "OpenbookQA": 0.908, "MMLU": 0.631, "MATH": 0.54, "GSM8K": 0.784, "LegalBench": 0.629, "MedQA": 0.618, "WMT 2014": 0.219 } }, { "model_id": "cohere/command", "name": "Command", "developer": "cohere", "scores": { "Mean win rate": 0.327, "NarrativeQA": 0.749, "NaturalQuestions (closed-book)": 0.391, "OpenbookQA": 0.774, "MMLU": 0.525, "MATH": 0.236, "GSM8K": 0.452, "LegalBench": 0.578, "MedQA": 0.445, "WMT 2014": 0.088 } }, { "model_id": "cohere/command-light", "name": "Command Light", "developer": "cohere", "scores": { "Mean win rate": 0.105, "NarrativeQA": 0.629, "NaturalQuestions (closed-book)": 0.195, "OpenbookQA": 0.398, "MMLU": 0.386, "MATH": 0.098, "GSM8K": 0.149, "LegalBench": 0.397, "MedQA": 0.312, "WMT 2014": 0.023 } }, { "model_id": "cohere/command-r", "name": "Command R", "developer": "cohere", "scores": { "Mean win rate": 0.299, "NarrativeQA": 0.742, "NaturalQuestions (closed-book)": 0.352, "OpenbookQA": 0.782, "MMLU": 0.567, "MATH": 0.266, "GSM8K": 0.551, "LegalBench": 0.507, "MedQA": 0.555, "WMT 2014": 0.149 } }, { "model_id": "cohere/command-r-plus", "name": "Command R Plus", "developer": "cohere", "scores": { "Mean win rate": 0.441, "NarrativeQA": 0.735, "NaturalQuestions (closed-book)": 0.343, "OpenbookQA": 0.828, "MMLU": 0.59, "MATH": 0.403, "GSM8K": 0.738, "LegalBench": 0.672, "MedQA": 0.567, "WMT 2014": 0.203 } }, { "model_id": "databricks/dbrx-instruct", "name": "DBRX Instruct", "developer": "databricks", "scores": { "Mean win rate": 0.289, "NarrativeQA": 0.488, "NaturalQuestions (closed-book)": 0.284, "OpenbookQA": 0.91, "MMLU": 0.643, "MATH": 0.358, "GSM8K": 0.671, "LegalBench": 0.426, "MedQA": 0.694, "WMT 2014": 0.131 } }, { "model_id": "deepseek-ai/deepseek-llm-67b-chat", "name": "DeepSeek LLM Chat 67B", "developer": "deepseek-ai", "scores": { "Mean win rate": 0.488, "NarrativeQA": 0.581, "NaturalQuestions (closed-book)": 0.412, "OpenbookQA": 0.88, "MMLU": 0.641, "MATH": 0.615, "GSM8K": 0.795, "LegalBench": 0.637, "MedQA": 0.628, "WMT 2014": 0.186 } }, { "model_id": "deepseek-ai/deepseek-v3", "name": "DeepSeek v3", "developer": "deepseek-ai", "scores": { "Mean win rate": 0.908, "NarrativeQA": 0.796, "NaturalQuestions (closed-book)": 0.467, "OpenbookQA": 0.954, "MMLU": 0.803, "MATH": 0.912, "GSM8K": 0.94, "LegalBench": 0.718, "MedQA": 0.809, "WMT 2014": 0.209 } }, { "model_id": "google/gemini-1.0-pro-002", "name": "Gemini 1.0 Pro 002", "developer": "Google", "scores": { "Mean win rate": 0.422, "NarrativeQA": 0.751, "NaturalQuestions (closed-book)": 0.391, "OpenbookQA": 0.788, "MMLU": 0.534, "MATH": 0.665, "GSM8K": 0.816, "LegalBench": 0.475, "MedQA": 0.483, "WMT 2014": 0.194 } }, { "model_id": "google/gemini-1.5-flash-001", "name": "Gemini 1.5 Flash 001", "developer": "Google", "scores": { "Mean win rate": 0.667, "NarrativeQA": 0.783, "NaturalQuestions (closed-book)": 0.332, "OpenbookQA": 0.928, "MMLU": 0.703, "MATH": 0.753, "GSM8K": 0.785, "LegalBench": 0.661, "MedQA": 0.68, "WMT 2014": 0.225 } }, { "model_id": "google/gemini-1.5-flash-002", "name": "Gemini 1.5 Flash 002", "developer": "Google", "scores": { "Mean win rate": 0.573, "NarrativeQA": 0.746, "NaturalQuestions (closed-book)": 0.323, "OpenbookQA": 0.914, "MMLU": 0.679, "MATH": 0.908, "GSM8K": 0.328, "LegalBench": 0.67, "MedQA": 0.656, "WMT 2014": 0.212 } }, { "model_id": "google/gemini-1.5-pro-001", "name": "Gemini 1.5 Pro 001", "developer": "Google", "scores": { "Mean win rate": 0.739, "NarrativeQA": 0.783, "NaturalQuestions (closed-book)": 0.378, "OpenbookQA": 0.902, "MMLU": 0.772, "MATH": 0.825, "GSM8K": 0.836, "LegalBench": 0.757, "MedQA": 0.692, "WMT 2014": 0.189 } }, { "model_id": "google/gemini-1.5-pro-002", "name": "Gemini 1.5 Pro 002", "developer": "Google", "scores": { "Mean win rate": 0.842, "NarrativeQA": 0.756, "NaturalQuestions (closed-book)": 0.455, "OpenbookQA": 0.952, "MMLU": 0.795, "MATH": 0.92, "GSM8K": 0.817, "LegalBench": 0.747, "MedQA": 0.771, "WMT 2014": 0.231 } }, { "model_id": "google/gemini-2.0-flash-exp", "name": "Gemini 2.0 Flash Experimental", "developer": "Google", "scores": { "Mean win rate": 0.813, "NarrativeQA": 0.783, "NaturalQuestions (closed-book)": 0.443, "OpenbookQA": 0.946, "MMLU": 0.717, "MATH": 0.901, "GSM8K": 0.946, "LegalBench": 0.674, "MedQA": 0.73, "WMT 2014": 0.212 } }, { "model_id": "google/gemma-2-27b-it", "name": "Gemma 2 Instruct 27B", "developer": "Google", "scores": { "Mean win rate": 0.675, "NarrativeQA": 0.79, "NaturalQuestions (closed-book)": 0.353, "OpenbookQA": 0.918, "MMLU": 0.664, "MATH": 0.746, "GSM8K": 0.812, "LegalBench": 0.7, "MedQA": 0.684, "WMT 2014": 0.214 } }, { "model_id": "google/gemma-2-9b-it", "name": "Gemma 2 Instruct 9B", "developer": "Google", "scores": { "Mean win rate": 0.562, "NarrativeQA": 0.768, "NaturalQuestions (closed-book)": 0.328, "OpenbookQA": 0.91, "MMLU": 0.645, "MATH": 0.724, "GSM8K": 0.762, "LegalBench": 0.639, "MedQA": 0.63, "WMT 2014": 0.201 } }, { "model_id": "google/gemma-7b", "name": "Gemma 7B", "developer": "Google", "scores": { "Mean win rate": 0.336, "NarrativeQA": 0.752, "NaturalQuestions (closed-book)": 0.336, "OpenbookQA": 0.808, "MMLU": 0.571, "MATH": 0.5, "GSM8K": 0.559, "LegalBench": 0.581, "MedQA": 0.513, "WMT 2014": 0.187 } }, { "model_id": "google/text-bison@001", "name": "PaLM-2 Bison", "developer": "Google", "scores": { "Mean win rate": 0.526, "NarrativeQA": 0.718, "NaturalQuestions (closed-book)": 0.39, "OpenbookQA": 0.878, "MMLU": 0.608, "MATH": 0.421, "GSM8K": 0.61, "LegalBench": 0.645, "MedQA": 0.547, "WMT 2014": 0.241 } }, { "model_id": "google/text-unicorn@001", "name": "PaLM-2 Unicorn", "developer": "Google", "scores": { "Mean win rate": 0.644, "NarrativeQA": 0.583, "NaturalQuestions (closed-book)": 0.435, "OpenbookQA": 0.938, "MMLU": 0.702, "MATH": 0.674, "GSM8K": 0.831, "LegalBench": 0.677, "MedQA": 0.684, "WMT 2014": 0.26 } }, { "model_id": "meta/LLaMA-65B", "name": "LLaMA 65B", "developer": "Meta", "scores": { "Mean win rate": 0.345, "NarrativeQA": 0.755, "NaturalQuestions (closed-book)": 0.433, "OpenbookQA": 0.754, "MMLU": 0.584, "MATH": 0.257, "GSM8K": 0.489, "LegalBench": 0.48, "MedQA": 0.507, "WMT 2014": 0.189 } }, { "model_id": "meta/llama-2-13b", "name": "Llama 2 13B", "developer": "Meta", "scores": { "Mean win rate": 0.233, "NarrativeQA": 0.741, "NaturalQuestions (closed-book)": 0.371, "OpenbookQA": 0.634, "MMLU": 0.505, "MATH": 0.102, "GSM8K": 0.266, "LegalBench": 0.591, "MedQA": 0.392, "WMT 2014": 0.167 } }, { "model_id": "meta/llama-2-70b", "name": "Llama 2 70B", "developer": "Meta", "scores": { "Mean win rate": 0.482, "NarrativeQA": 0.763, "NaturalQuestions (closed-book)": 0.46, "OpenbookQA": 0.838, "MMLU": 0.58, "MATH": 0.323, "GSM8K": 0.567, "LegalBench": 0.673, "MedQA": 0.618, "WMT 2014": 0.196 } }, { "model_id": "meta/llama-2-7b", "name": "Llama 2 7B", "developer": "Meta", "scores": { "Mean win rate": 0.152, "NarrativeQA": 0.686, "NaturalQuestions (closed-book)": 0.333, "OpenbookQA": 0.544, "MMLU": 0.425, "MATH": 0.097, "GSM8K": 0.154, "LegalBench": 0.502, "MedQA": 0.392, "WMT 2014": 0.144 } }, { "model_id": "meta/llama-3-70b", "name": "Llama 3 70B", "developer": "Meta", "scores": { "Mean win rate": 0.793, "NarrativeQA": 0.798, "NaturalQuestions (closed-book)": 0.475, "OpenbookQA": 0.934, "MMLU": 0.695, "MATH": 0.663, "GSM8K": 0.805, "LegalBench": 0.733, "MedQA": 0.777, "WMT 2014": 0.225 } }, { "model_id": "meta/llama-3-8b", "name": "Llama 3 8B", "developer": "Meta", "scores": { "Mean win rate": 0.387, "NarrativeQA": 0.754, "NaturalQuestions (closed-book)": 0.378, "OpenbookQA": 0.766, "MMLU": 0.602, "MATH": 0.391, "GSM8K": 0.499, "LegalBench": 0.637, "MedQA": 0.581, "WMT 2014": 0.183 } }, { "model_id": "meta/llama-3.1-405b-instruct-turbo", "name": "Llama 3.1 Instruct Turbo 405B", "developer": "Meta", "scores": { "Mean win rate": 0.854, "NarrativeQA": 0.749, "NaturalQuestions (closed-book)": 0.456, "OpenbookQA": 0.94, "MMLU": 0.759, "MATH": 0.827, "GSM8K": 0.949, "LegalBench": 0.707, "MedQA": 0.805, "WMT 2014": 0.238 } }, { "model_id": "meta/llama-3.1-70b-instruct-turbo", "name": "Llama 3.1 Instruct Turbo 70B", "developer": "Meta", "scores": { "Mean win rate": 0.808, "NarrativeQA": 0.772, "NaturalQuestions (closed-book)": 0.452, "OpenbookQA": 0.938, "MMLU": 0.709, "MATH": 0.783, "GSM8K": 0.938, "LegalBench": 0.687, "MedQA": 0.769, "WMT 2014": 0.223 } }, { "model_id": "meta/llama-3.1-8b-instruct-turbo", "name": "Llama 3.1 Instruct Turbo 8B", "developer": "Meta", "scores": { "Mean win rate": 0.303, "NarrativeQA": 0.756, "NaturalQuestions (closed-book)": 0.209, "OpenbookQA": 0.74, "MMLU": 0.5, "MATH": 0.703, "GSM8K": 0.798, "LegalBench": 0.342, "MedQA": 0.245, "WMT 2014": 0.181 } }, { "model_id": "meta/llama-3.2-11b-vision-instruct-turbo", "name": "Llama 3.2 Vision Instruct Turbo 11B", "developer": "Meta", "scores": { "Mean win rate": 0.325, "NarrativeQA": 0.756, "NaturalQuestions (closed-book)": 0.234, "OpenbookQA": 0.724, "MMLU": 0.511, "MATH": 0.739, "GSM8K": 0.823, "LegalBench": 0.435, "MedQA": 0.27, "WMT 2014": 0.179 } }, { "model_id": "meta/llama-3.2-90b-vision-instruct-turbo", "name": "Llama 3.2 Vision Instruct Turbo 90B", "developer": "Meta", "scores": { "Mean win rate": 0.819, "NarrativeQA": 0.777, "NaturalQuestions (closed-book)": 0.457, "OpenbookQA": 0.942, "MMLU": 0.703, "MATH": 0.791, "GSM8K": 0.936, "LegalBench": 0.68, "MedQA": 0.769, "WMT 2014": 0.224 } }, { "model_id": "meta/llama-3.3-70b-instruct-turbo", "name": "Llama 3.3 Instruct Turbo 70B", "developer": "Meta", "scores": { "Mean win rate": 0.812, "NarrativeQA": 0.791, "NaturalQuestions (closed-book)": 0.431, "OpenbookQA": 0.928, "MMLU": 0.7, "MATH": 0.808, "GSM8K": 0.942, "LegalBench": 0.725, "MedQA": 0.761, "WMT 2014": 0.219 } }, { "model_id": "microsoft/phi-2", "name": "Phi-2", "developer": "microsoft", "scores": { "Mean win rate": 0.169, "NarrativeQA": 0.703, "NaturalQuestions (closed-book)": 0.155, "OpenbookQA": 0.798, "MMLU": 0.518, "MATH": 0.255, "GSM8K": 0.581, "LegalBench": 0.334, "MedQA": 0.41, "WMT 2014": 0.038 } }, { "model_id": "microsoft/phi-3-medium-4k-instruct", "name": "Phi-3 14B", "developer": "microsoft", "scores": { "Mean win rate": 0.509, "NarrativeQA": 0.724, "NaturalQuestions (closed-book)": 0.278, "OpenbookQA": 0.916, "MMLU": 0.675, "MATH": 0.611, "GSM8K": 0.878, "LegalBench": 0.593, "MedQA": 0.696, "WMT 2014": 0.17 } }, { "model_id": "microsoft/phi-3-small-8k-instruct", "name": "Phi-3 7B", "developer": "microsoft", "scores": { "Mean win rate": 0.473, "NarrativeQA": 0.754, "NaturalQuestions (closed-book)": 0.324, "OpenbookQA": 0.912, "MMLU": 0.659, "MATH": 0.703, "GSM8K": -1.0, "LegalBench": 0.584, "MedQA": 0.672, "WMT 2014": 0.154 } }, { "model_id": "mistralai/mistral-7b-instruct-v0.3", "name": "Mistral Instruct v0.3 7B", "developer": "mistralai", "scores": { "Mean win rate": 0.196, "NarrativeQA": 0.716, "NaturalQuestions (closed-book)": 0.253, "OpenbookQA": 0.79, "MMLU": 0.51, "MATH": 0.289, "GSM8K": 0.538, "LegalBench": 0.331, "MedQA": 0.517, "WMT 2014": 0.142 } }, { "model_id": "mistralai/mistral-7b-v0.1", "name": "Mistral v0.1 7B", "developer": "mistralai", "scores": { "Mean win rate": 0.292, "NarrativeQA": 0.716, "NaturalQuestions (closed-book)": 0.367, "OpenbookQA": 0.776, "MMLU": 0.584, "MATH": 0.297, "GSM8K": 0.377, "LegalBench": 0.58, "MedQA": 0.525, "WMT 2014": 0.16 } }, { "model_id": "mistralai/mistral-large-2402", "name": "Mistral Large 2402", "developer": "mistralai", "scores": { "Mean win rate": 0.328, "NarrativeQA": 0.454, "NaturalQuestions (closed-book)": 0.311, "OpenbookQA": 0.894, "MMLU": 0.638, "MATH": 0.75, "GSM8K": 0.694, "LegalBench": 0.479, "MedQA": 0.499, "WMT 2014": 0.182 } }, { "model_id": "mistralai/mistral-large-2407", "name": "Mistral Large 2 2407", "developer": "mistralai", "scores": { "Mean win rate": 0.744, "NarrativeQA": 0.779, "NaturalQuestions (closed-book)": 0.453, "OpenbookQA": 0.932, "MMLU": 0.725, "MATH": 0.677, "GSM8K": 0.912, "LegalBench": 0.646, "MedQA": 0.775, "WMT 2014": 0.192 } }, { "model_id": "mistralai/mistral-medium-2312", "name": "Mistral Medium 2312", "developer": "mistralai", "scores": { "Mean win rate": 0.268, "NarrativeQA": 0.449, "NaturalQuestions (closed-book)": 0.29, "OpenbookQA": 0.83, "MMLU": 0.618, "MATH": 0.565, "GSM8K": 0.706, "LegalBench": 0.452, "MedQA": 0.61, "WMT 2014": 0.169 } }, { "model_id": "mistralai/mistral-small-2402", "name": "Mistral Small 2402", "developer": "mistralai", "scores": { "Mean win rate": 0.288, "NarrativeQA": 0.519, "NaturalQuestions (closed-book)": 0.304, "OpenbookQA": 0.862, "MMLU": 0.593, "MATH": 0.621, "GSM8K": 0.734, "LegalBench": 0.389, "MedQA": 0.616, "WMT 2014": 0.169 } }, { "model_id": "mistralai/mixtral-8x22b", "name": "Mixtral 8x22B", "developer": "mistralai", "scores": { "Mean win rate": 0.705, "NarrativeQA": 0.779, "NaturalQuestions (closed-book)": 0.478, "OpenbookQA": 0.882, "MMLU": 0.701, "MATH": 0.656, "GSM8K": 0.8, "LegalBench": 0.708, "MedQA": 0.704, "WMT 2014": 0.209 } }, { "model_id": "mistralai/mixtral-8x7b-32kseqlen", "name": "Mixtral 8x7B 32K seqlen", "developer": "mistralai", "scores": { "Mean win rate": 0.51, "NarrativeQA": 0.767, "NaturalQuestions (closed-book)": 0.427, "OpenbookQA": 0.868, "MMLU": 0.649, "MATH": 0.494, "GSM8K": 0.622, "LegalBench": 0.63, "MedQA": 0.652, "WMT 2014": 0.19 } }, { "model_id": "mistralai/open-mistral-nemo-2407", "name": "Mistral NeMo 2402", "developer": "mistralai", "scores": { "Mean win rate": 0.333, "NarrativeQA": 0.731, "NaturalQuestions (closed-book)": 0.265, "OpenbookQA": 0.822, "MMLU": 0.604, "MATH": 0.668, "GSM8K": 0.782, "LegalBench": 0.415, "MedQA": 0.59, "WMT 2014": 0.177 } }, { "model_id": "openai/gpt-3.5-turbo-0613", "name": "GPT-3.5 Turbo 0613", "developer": "OpenAI", "scores": { "Mean win rate": 0.358, "NarrativeQA": 0.655, "NaturalQuestions (closed-book)": 0.335, "OpenbookQA": 0.838, "MMLU": 0.614, "MATH": 0.667, "GSM8K": 0.501, "LegalBench": 0.528, "MedQA": 0.622, "WMT 2014": 0.187 } }, { "model_id": "openai/gpt-4-0613", "name": "GPT-4 0613", "developer": "OpenAI", "scores": { "Mean win rate": 0.867, "NarrativeQA": 0.768, "NaturalQuestions (closed-book)": 0.457, "OpenbookQA": 0.96, "MMLU": 0.735, "MATH": 0.802, "GSM8K": 0.932, "LegalBench": 0.713, "MedQA": 0.815, "WMT 2014": 0.211 } }, { "model_id": "openai/gpt-4-1106-preview", "name": "GPT-4 Turbo 1106 preview", "developer": "OpenAI", "scores": { "Mean win rate": 0.698, "NarrativeQA": 0.727, "NaturalQuestions (closed-book)": 0.435, "OpenbookQA": 0.95, "MMLU": 0.699, "MATH": 0.857, "GSM8K": 0.668, "LegalBench": 0.626, "MedQA": 0.817, "WMT 2014": 0.205 } }, { "model_id": "openai/gpt-4-turbo-2024-04-09", "name": "GPT-4 Turbo 2024-04-09", "developer": "OpenAI", "scores": { "Mean win rate": 0.864, "NarrativeQA": 0.761, "NaturalQuestions (closed-book)": 0.482, "OpenbookQA": 0.97, "MMLU": 0.711, "MATH": 0.833, "GSM8K": 0.824, "LegalBench": 0.727, "MedQA": 0.783, "WMT 2014": 0.218 } }, { "model_id": "openai/gpt-4o-2024-05-13", "name": "GPT-4o 2024-05-13", "developer": "OpenAI", "scores": { "Mean win rate": 0.938, "NarrativeQA": 0.804, "NaturalQuestions (closed-book)": 0.501, "OpenbookQA": 0.966, "MMLU": 0.748, "MATH": 0.829, "GSM8K": 0.905, "LegalBench": 0.733, "MedQA": 0.857, "WMT 2014": 0.231 } }, { "model_id": "openai/gpt-4o-2024-08-06", "name": "GPT-4o 2024-08-06", "developer": "OpenAI", "scores": { "Mean win rate": 0.928, "NarrativeQA": 0.795, "NaturalQuestions (closed-book)": 0.496, "OpenbookQA": 0.968, "MMLU": 0.738, "MATH": 0.853, "GSM8K": 0.909, "LegalBench": 0.721, "MedQA": 0.863, "WMT 2014": 0.225 } }, { "model_id": "openai/gpt-4o-mini-2024-07-18", "name": "GPT-4o mini 2024-07-18", "developer": "OpenAI", "scores": { "Mean win rate": 0.701, "NarrativeQA": 0.768, "NaturalQuestions (closed-book)": 0.386, "OpenbookQA": 0.92, "MMLU": 0.668, "MATH": 0.802, "GSM8K": 0.843, "LegalBench": 0.653, "MedQA": 0.748, "WMT 2014": 0.206 } }, { "model_id": "openai/text-davinci-002", "name": "GPT-3.5 text-davinci-002", "developer": "OpenAI", "scores": { "Mean win rate": 0.336, "NarrativeQA": 0.719, "NaturalQuestions (closed-book)": 0.394, "OpenbookQA": 0.796, "MMLU": 0.568, "MATH": 0.428, "GSM8K": 0.479, "LegalBench": 0.58, "MedQA": 0.525, "WMT 2014": 0.174 } }, { "model_id": "openai/text-davinci-003", "name": "GPT-3.5 text-davinci-003", "developer": "OpenAI", "scores": { "Mean win rate": 0.439, "NarrativeQA": 0.731, "NaturalQuestions (closed-book)": 0.413, "OpenbookQA": 0.828, "MMLU": 0.555, "MATH": 0.449, "GSM8K": 0.615, "LegalBench": 0.622, "MedQA": 0.531, "WMT 2014": 0.191 } }, { "model_id": "qwen/qwen1.5-110b-chat", "name": "Qwen1.5 Chat 110B", "developer": "qwen", "scores": { "Mean win rate": 0.55, "NarrativeQA": 0.721, "NaturalQuestions (closed-book)": 0.35, "OpenbookQA": 0.922, "MMLU": 0.704, "MATH": 0.568, "GSM8K": 0.815, "LegalBench": 0.624, "MedQA": 0.64, "WMT 2014": 0.192 } }, { "model_id": "qwen/qwen1.5-14b", "name": "Qwen1.5 14B", "developer": "qwen", "scores": { "Mean win rate": 0.425, "NarrativeQA": 0.711, "NaturalQuestions (closed-book)": 0.3, "OpenbookQA": 0.862, "MMLU": 0.626, "MATH": 0.686, "GSM8K": 0.693, "LegalBench": 0.593, "MedQA": 0.515, "WMT 2014": 0.178 } }, { "model_id": "qwen/qwen1.5-32b", "name": "Qwen1.5 32B", "developer": "qwen", "scores": { "Mean win rate": 0.546, "NarrativeQA": 0.589, "NaturalQuestions (closed-book)": 0.353, "OpenbookQA": 0.932, "MMLU": 0.628, "MATH": 0.733, "GSM8K": 0.773, "LegalBench": 0.636, "MedQA": 0.656, "WMT 2014": 0.193 } }, { "model_id": "qwen/qwen1.5-72b", "name": "Qwen1.5 72B", "developer": "qwen", "scores": { "Mean win rate": 0.608, "NarrativeQA": 0.601, "NaturalQuestions (closed-book)": 0.417, "OpenbookQA": 0.93, "MMLU": 0.647, "MATH": 0.683, "GSM8K": 0.799, "LegalBench": 0.694, "MedQA": 0.67, "WMT 2014": 0.201 } }, { "model_id": "qwen/qwen1.5-7b", "name": "Qwen1.5 7B", "developer": "qwen", "scores": { "Mean win rate": 0.275, "NarrativeQA": 0.448, "NaturalQuestions (closed-book)": 0.27, "OpenbookQA": 0.806, "MMLU": 0.569, "MATH": 0.561, "GSM8K": 0.6, "LegalBench": 0.523, "MedQA": 0.479, "WMT 2014": 0.153 } }, { "model_id": "qwen/qwen2-72b-instruct", "name": "Qwen2 Instruct 72B", "developer": "qwen", "scores": { "Mean win rate": 0.77, "NarrativeQA": 0.727, "NaturalQuestions (closed-book)": 0.39, "OpenbookQA": 0.954, "MMLU": 0.769, "MATH": 0.79, "GSM8K": 0.92, "LegalBench": 0.712, "MedQA": 0.746, "WMT 2014": 0.207 } }, { "model_id": "qwen/qwen2.5-72b-instruct-turbo", "name": "Qwen2.5 Instruct Turbo 72B", "developer": "qwen", "scores": { "Mean win rate": 0.745, "NarrativeQA": 0.745, "NaturalQuestions (closed-book)": 0.359, "OpenbookQA": 0.962, "MMLU": 0.77, "MATH": 0.884, "GSM8K": 0.9, "LegalBench": 0.74, "MedQA": 0.753, "WMT 2014": 0.207 } }, { "model_id": "qwen/qwen2.5-7b-instruct-turbo", "name": "Qwen2.5 Instruct Turbo 7B", "developer": "qwen", "scores": { "Mean win rate": 0.488, "NarrativeQA": 0.742, "NaturalQuestions (closed-book)": 0.205, "OpenbookQA": 0.862, "MMLU": 0.658, "MATH": 0.835, "GSM8K": 0.83, "LegalBench": 0.632, "MedQA": 0.6, "WMT 2014": 0.155 } }, { "model_id": "snowflake/snowflake-arctic-instruct", "name": "Arctic Instruct", "developer": "snowflake", "scores": { "Mean win rate": 0.338, "NarrativeQA": 0.654, "NaturalQuestions (closed-book)": 0.39, "OpenbookQA": 0.828, "MMLU": 0.575, "MATH": 0.519, "GSM8K": 0.768, "LegalBench": 0.588, "MedQA": 0.581, "WMT 2014": 0.172 } }, { "model_id": "tiiuae/falcon-40b", "name": "Falcon 40B", "developer": "tiiuae", "scores": { "Mean win rate": 0.217, "NarrativeQA": 0.671, "NaturalQuestions (closed-book)": 0.392, "OpenbookQA": 0.662, "MMLU": 0.507, "MATH": 0.128, "GSM8K": 0.267, "LegalBench": 0.442, "MedQA": 0.419, "WMT 2014": 0.162 } }, { "model_id": "tiiuae/falcon-7b", "name": "Falcon 7B", "developer": "tiiuae", "scores": { "Mean win rate": 0.064, "NarrativeQA": 0.621, "NaturalQuestions (closed-book)": 0.285, "OpenbookQA": 0.26, "MMLU": 0.288, "MATH": 0.044, "GSM8K": 0.055, "LegalBench": 0.346, "MedQA": 0.254, "WMT 2014": 0.094 } }, { "model_id": "upstage/solar-pro-241126", "name": "Solar Pro", "developer": "upstage", "scores": { "Mean win rate": 0.602, "NarrativeQA": 0.753, "NaturalQuestions (closed-book)": 0.297, "OpenbookQA": 0.922, "MMLU": 0.679, "MATH": 0.567, "GSM8K": 0.871, "LegalBench": 0.67, "MedQA": 0.698, "WMT 2014": 0.169 } }, { "model_id": "writer/palmyra-x-004", "name": "Palmyra-X-004", "developer": "writer", "scores": { "Mean win rate": 0.808, "NarrativeQA": 0.773, "NaturalQuestions (closed-book)": 0.457, "OpenbookQA": 0.926, "MMLU": 0.739, "MATH": 0.767, "GSM8K": 0.905, "LegalBench": 0.73, "MedQA": 0.775, "WMT 2014": 0.203 } }, { "model_id": "writer/palmyra-x-v2", "name": "Palmyra X V2 33B", "developer": "writer", "scores": { "Mean win rate": 0.589, "NarrativeQA": 0.752, "NaturalQuestions (closed-book)": 0.428, "OpenbookQA": 0.878, "MMLU": 0.621, "MATH": 0.58, "GSM8K": 0.735, "LegalBench": 0.644, "MedQA": 0.598, "WMT 2014": 0.239 } }, { "model_id": "writer/palmyra-x-v3", "name": "Palmyra X V3 72B", "developer": "writer", "scores": { "Mean win rate": 0.679, "NarrativeQA": 0.706, "NaturalQuestions (closed-book)": 0.407, "OpenbookQA": 0.938, "MMLU": 0.702, "MATH": 0.723, "GSM8K": 0.831, "LegalBench": 0.709, "MedQA": 0.684, "WMT 2014": 0.262 } } ] }