| 1 | DeepSeek-V4-Flash | deepseek-ai/DeepSeek-V4-Flash | deepseek-ai | 90.4 | medium | C-Eval (EM) |
| 2 | DeepSeek-V4-Pro | deepseek-ai/DeepSeek-V4-Pro | deepseek-ai | 90.4 | medium | C-Eval (EM) |
| 3 | DeepSeek-V4-Flash-DSpark | — | deepseek-ai | 90.4 | medium | C-Eval (EM) |
| 4 | DeepSeek-V4-Flash-GGUF | deepseek-ai/DeepSeek-V4-Flash | unsloth | 90.4 | medium | C-Eval (EM) |
| 5 | DeepSeek-V4-Flash | deepseek-ai/DeepSeek-V4-Flash | unsloth | 90.4 | medium | C-Eval (EM) |
| 6 | DeepSeek-V4-Pro-DSpark | — | deepseek-ai | 90.4 | medium | C-Eval (EM) |
| 7 | DeepSeek-V4-Pro | deepseek-ai/DeepSeek-V4-Pro | unsloth | 90.4 | medium | C-Eval (EM) |
| 8 | LLaDA2.0-flash | inclusionAI/LLaDA2.0-flash | inclusionAI | 88.17 | medium | C-EVAL |
| 9 | LLaDA2.0-flash-preview | inclusionAI/LLaDA2.0-flash-preview | inclusionAI | 88.03 | medium | C-EVAL |
| 10 | Qwen2-57B-A14B | Qwen/Qwen2-57B-A14B | Qwen | 83.5 | medium | C-Eval |
| 11 | SUS-Chat-34B-GGUF | SUSTech/SUS-Chat-34B | TheBloke | 82.42 | high | |
| 12 | LLaDA2.0-mini-preview | inclusionAI/LLaDA2.0-mini-preview | inclusionAI | 82.1 | medium | C-EVAL |
| 13 | Yi-34B-200K-GGUF | 01-ai/Yi-34B-200K | TheBloke | 81.9 | high | |
| 14 | Yi-34B-200K-Llamafied-GGUF | larryvrh/Yi-34B-200K-Llamafied | TheBloke | 81.9 | high | |
| 15 | Qwen2-72B | Qwen/Qwen2-72B | Qwen | 81.7 | medium | C-Eval |
| 16 | LLaDA2.0-mini | inclusionAI/LLaDA2.0-mini | inclusionAI | 81.36 | medium | C-EVAL |
| 17 | Qwen-72B-Chat | Qwen/Qwen-72B | Qwen | 80.1 | low | |
| 18 | Qwen-72B-Chat-Int4 | Qwen/Qwen-72B | Qwen | 80.1 | high | |
| 19 | Qwen-72B-Chat-Int8 | Qwen/Qwen-72B | Qwen | 80.1 | high | |
| 20 | glm-4-9b | zai-org/glm-4-9b | zai-org | 77.1 | high | |
| 21 | glm-4-9b-hf | zai-org/glm-4-9b-hf | zai-org | 77.1 | high | |
| 22 | Yi-34B-Chat-GGUF | 01-ai/Yi-34B-Chat | TheBloke | 77.04 | high | |
| 23 | Yi-34B-Chat-AWQ | 01-ai/Yi-34B-Chat | TheBloke | 77.04 | high | |
| 24 | Qwen2-57B-A14B-Instruct | Qwen/Qwen2-57B-A14B | Qwen | 76.7 | medium | C-Eval |
| 25 | glm-4-9b-chat | zai-org/glm-4-9b-chat | zai-org | 75.6 | high | |
| 26 | glm-4-9b-chat-hf | THUDM/glm-4-9b-chat | zai-org | 75.6 | high | |
| 27 | Yi-6B-200K-GGUF | 01-ai/Yi-6B-200K | TheBloke | 72.0 | high | |
| 28 | Yi-6B-GGUF | 01-ai/Yi-6B | TheBloke | 72.0 | high | |
| 29 | Prompt-Guard-86M | meta-llama/Prompt-Guard-86M | meta-llama | 71.4 | low | |
| 30 | OrionStar-Yi-34B-Chat-Llama-GGUF | OrionStarAI/OrionStar-Yi-34B-Chat-Llama | TheBloke | 69.9 | low | |
| 31 | Qwen-14B-Chat | Qwen/Qwen-14B-Chat | Qwen | 69.8 | low | |
| 32 | Qwen-14B-Chat-GPTQ | Qwen/Qwen-14B-Chat | TheBloke | 69.8 | low | |
| 33 | Qwen-14B-Chat-AWQ | Qwen/Qwen-14B-Chat | TheBloke | 69.8 | low | |
| 34 | Qwen-14B-Chat-Int4 | Qwen/Qwen-14B | Qwen | 69.0 | high | |
| 35 | Qwen-14B-Chat-Int8 | Qwen/Qwen-14B | Qwen | 68.6 | high | |
| 36 | DeepSeek-V2-Chat | deepseek-ai/DeepSeek-V2-Chat | deepseek-ai | 67.5 | medium | **C-Eval** |
| 37 | DeepSeek-V2 | deepseek-ai/DeepSeek-V2 | deepseek-ai | 67.5 | medium | **C-Eval** |
| 38 | Nanbeige-16B-Base-GGUF | Nanbeige/Nanbeige-16B-Base | TheBloke | 63.8 | high | |
| 39 | Qwen2-72B-Instruct | Qwen/Qwen2-72B | Qwen | 61.6 | medium | C-Eval |
| 40 | Qwen-7B-Chat | Qwen/Qwen-7B-Chat | Qwen | 59.7 | low | |
| 41 | Qwen-7B-Chat-GPTQ | Qwen/Qwen-7B-Chat | TheBloke | 59.7 | low | |
| 42 | Qwen-7B-Chat-AWQ | Qwen/Qwen-7B-Chat | TheBloke | 59.7 | low | |
| 43 | Qwen-7B-Chat-Int8 | Qwen/Qwen-7B | Qwen | 59.4 | high | |
| 44 | Qwen-7B-Chat-Int4 | Qwen/Qwen-7B | Qwen | 59.2 | high | |
| 45 | Ring-lite | inclusionAI/Ling-lite-base-1.5 | inclusionAI | 59.0 | medium | C-Eval |
| 46 | Yi-34B-GGUF | 01-ai/Yi-34B | TheBloke | 58.1 | low | |
| 47 | Qwen-1_8B-Chat-Int8 | Qwen/Qwen-1_8B | Qwen | 55.8 | high | |
| 48 | Llama3-70B-Chinese-Chat-GGUF-4bit | meta-llama/Meta-Llama-3-70B-Instruct | shenzhi-wang | 54.4 | low | |
| 49 | Llama3-70B-Chinese-Chat | meta-llama/Meta-Llama-3-70B-Instruct | shenzhi-wang | 54.4 | low | |
| 50 | internlm-chat-7b | internlm/internlm-chat-7b | internlm | 53.2 | medium | C-Eval(Val) |
| 51 | internlm-7b | internlm/internlm-7b | internlm | 53.2 | medium | C-Eval(Val) |
| 52 | Qwen-1_8B-Chat-Int4 | Qwen/Qwen-1_8B | Qwen | 52.8 | high | |
| 53 | Skywork-13B-base-GGUF | Skywork/Skywork-13B-base | TheBloke | 51.2 | medium | **C-EVAL** |
| 54 | Qwen2-7B | Qwen/Qwen2-7B | Qwen | 47.4 | medium | C-Eval |
| 55 | Qwen2-7B-Instruct | Qwen/Qwen2-7B | Qwen | 45.9 | medium | C-Eval |
| 56 | DeepSeek-V2-Lite-Chat | deepseek-ai/DeepSeek-V2-Lite-Chat | deepseek-ai | 45.0 | medium | **C-Eval** |
| 57 | DeepSeek-V2-Lite | deepseek-ai/DeepSeek-V2-Lite | deepseek-ai | 45.0 | medium | **C-Eval** |
| 58 | Qwen2-1.5B-Instruct | Qwen/Qwen2-1.5B-Instruct | Qwen | 37.2 | medium | C-Eval |
| 59 | Qwen2-0.5B-Instruct | Qwen/Qwen2-0.5B | Qwen | 37.2 | medium | C-Eval |
| 60 | Skywork-13B-base-GGUF | Skywork/Skywork-13B-base | TheBloke | 35.5 | low | |
| 61 | Qwen-72B | Qwen/Qwen-72B | Qwen | 32.5 | low | |
| 62 | Qwen-7B | Qwen/Qwen-7B | Qwen | 32.5 | low | |
| 63 | Qwen-14B | Qwen/Qwen-14B | Qwen | 32.5 | low | |
| 64 | Qwen2-0.5B | Qwen/Qwen2-0.5B | Qwen | 23.4 | medium | C-Eval |
| 65 | Qwen2-1.5B | Qwen/Qwen2-1.5B | Qwen | 23.4 | medium | C-Eval |