| 1 | DeepSeek-V4-Flash | deepseek-ai/DeepSeek-V4-Flash | deepseek-ai | 88.9 | medium | CMMLU (EM) |
| 2 | DeepSeek-V4-Pro | deepseek-ai/DeepSeek-V4-Pro | deepseek-ai | 88.9 | medium | CMMLU (EM) |
| 3 | DeepSeek-V4-Flash-DSpark | — | deepseek-ai | 88.9 | medium | CMMLU (EM) |
| 4 | DeepSeek-V4-Flash-GGUF | deepseek-ai/DeepSeek-V4-Flash | unsloth | 88.9 | medium | CMMLU (EM) |
| 5 | DeepSeek-V4-Flash | deepseek-ai/DeepSeek-V4-Flash | unsloth | 88.9 | medium | CMMLU (EM) |
| 6 | DeepSeek-V4-Pro-DSpark | — | deepseek-ai | 88.9 | medium | CMMLU (EM) |
| 7 | DeepSeek-V4-Pro | deepseek-ai/DeepSeek-V4-Pro | unsloth | 88.9 | medium | CMMLU (EM) |
| 8 | LLaDA2.0-flash-preview | inclusionAI/LLaDA2.0-flash-preview | inclusionAI | 86.59 | medium | CMMLU |
| 9 | LLaDA2.0-flash | inclusionAI/LLaDA2.0-flash | inclusionAI | 86.36 | medium | CMMLU |
| 10 | Qwen2-57B-A14B | Qwen/Qwen2-57B-A14B | Qwen | 84.8 | medium | CMMLU |
| 11 | Qwen2-72B | Qwen/Qwen2-72B | Qwen | 84.0 | medium | CMMLU |
| 12 | Yi-34B-200K-GGUF | 01-ai/Yi-34B-200K | TheBloke | 83.6 | high | |
| 13 | Yi-34B-200K-Llamafied-GGUF | larryvrh/Yi-34B-200K-Llamafied | TheBloke | 83.6 | high | |
| 14 | internlm2_5-20b | internlm/internlm2_5-20b | internlm | 82.22 | medium | CMMLU |
| 15 | LLaDA2.0-mini-preview | inclusionAI/LLaDA2.0-mini-preview | inclusionAI | 80.84 | medium | CMMLU |
| 16 | internlm2_5-20b-chat | internlm/internlm2_5-20b-chat | internlm | 79.7 | medium | CMMLU (5-shot) |
| 17 | LLaDA2.0-mini | inclusionAI/LLaDA2.0-mini | inclusionAI | 79.17 | medium | CMMLU |
| 18 | Yi-34B-Chat-GGUF | 01-ai/Yi-34B-Chat | TheBloke | 79.11 | high | |
| 19 | Yi-34B-Chat-AWQ | 01-ai/Yi-34B-Chat | TheBloke | 79.11 | high | |
| 20 | internlm2_5-7b | internlm/internlm2_5-7b | internlm | 79.1 | medium | CMMLU |
| 21 | SUS-Chat-34B-GGUF | SUSTech/SUS-Chat-34B | TheBloke | 78.68 | high | |
| 22 | internlm2_5-7b-chat | internlm/internlm2_5-7b-chat | internlm | 78.0 | medium | CMMLU (5-shot) |
| 23 | Yi-6B-200K-GGUF | 01-ai/Yi-6B-200K | TheBloke | 75.5 | high | |
| 24 | Yi-6B-GGUF | 01-ai/Yi-6B | TheBloke | 75.5 | high | |
| 25 | OrionStar-Yi-34B-Chat-Llama-GGUF | OrionStarAI/OrionStar-Yi-34B-Chat-Llama | TheBloke | 71.0 | low | |
| 26 | DeepSeek-V2-Chat | deepseek-ai/DeepSeek-V2-Chat | deepseek-ai | 69.3 | medium | **CMMLU** |
| 27 | DeepSeek-V2 | deepseek-ai/DeepSeek-V2 | deepseek-ai | 69.3 | medium | **CMMLU** |
| 28 | Nanbeige-16B-Base-GGUF | Nanbeige/Nanbeige-16B-Base | TheBloke | 66.58 | high | |
| 29 | internlm2_5-1_8b | internlm/internlm2_5-1_8b | internlm | 65.44 | medium | CMMLU |
| 30 | internlm2_5-1_8b-chat | internlm/internlm2_5-1_8b-chat | internlm | 62.2 | medium | CMMLU (5-shot) |
| 31 | firefly-llama2-13B-chat-GGUF | YeungNLP/firefly-llama2-13b-chat | TheBloke | 56.83 | low | |
| 32 | firefly-llama2-7B-chat-GGUF | YeungNLP/firefly-llama2-7b-chat | TheBloke | 56.83 | low | |
| 33 | Llama3-70B-Chinese-Chat-GGUF-4bit | meta-llama/Meta-Llama-3-70B-Instruct | shenzhi-wang | 55.51 | low | |
| 34 | Llama3-70B-Chinese-Chat | meta-llama/Meta-Llama-3-70B-Instruct | shenzhi-wang | 55.51 | low | |
| 35 | Yi-34B-GGUF | 01-ai/Yi-34B | TheBloke | 53.3 | low | |
| 36 | Qwen2-7B | Qwen/Qwen2-7B | Qwen | 50.8 | medium | CMMLU |
| 37 | Skywork-13B-base-GGUF | Skywork/Skywork-13B-base | TheBloke | 49.5 | medium | **CMMLU** |
| 38 | DeepSeek-V2-Lite-Chat | deepseek-ai/DeepSeek-V2-Lite-Chat | deepseek-ai | 47.2 | medium | **CMMLU** |
| 39 | DeepSeek-V2-Lite | deepseek-ai/DeepSeek-V2-Lite | deepseek-ai | 47.2 | medium | **CMMLU** |
| 40 | Qwen-72B | Qwen/Qwen-72B | Qwen | 31.8 | low | |
| 41 | Qwen-7B | Qwen/Qwen-7B | Qwen | 31.8 | low | |
| 42 | Qwen-14B | Qwen/Qwen-14B | Qwen | 31.8 | low | |
| 43 | Skywork-13B-base-GGUF | Skywork/Skywork-13B-base | TheBloke | 31.2 | low | |
| 44 | Qwen2-0.5B | Qwen/Qwen2-0.5B | Qwen | 24.2 | medium | CMMLU |
| 45 | Qwen2-1.5B | Qwen/Qwen2-1.5B | Qwen | 24.2 | medium | CMMLU |