| 1 | DeepSeek-V4-Flash | deepseek-ai/DeepSeek-V4-Flash | deepseek-ai | 63.9 | medium | BigCodeBench (Pass@1) |
| 2 | DeepSeek-V4-Pro | deepseek-ai/DeepSeek-V4-Pro | deepseek-ai | 63.9 | medium | BigCodeBench (Pass@1) |
| 3 | DeepSeek-V4-Flash-DSpark | — | deepseek-ai | 63.9 | medium | BigCodeBench (Pass@1) |
| 4 | DeepSeek-V4-Flash-GGUF | deepseek-ai/DeepSeek-V4-Flash | unsloth | 63.9 | medium | BigCodeBench (Pass@1) |
| 5 | DeepSeek-V4-Flash | deepseek-ai/DeepSeek-V4-Flash | unsloth | 63.9 | medium | BigCodeBench (Pass@1) |
| 6 | DeepSeek-V4-Pro-DSpark | — | deepseek-ai | 63.9 | medium | BigCodeBench (Pass@1) |
| 7 | DeepSeek-V4-Pro | deepseek-ai/DeepSeek-V4-Pro | unsloth | 63.9 | medium | BigCodeBench (Pass@1) |
| 8 | Seed-Coder-8B-Instruct-GGUF | ByteDance-Seed/Seed-Coder-8B-Instruct | unsloth | 53.3 | high | |
| 9 | Seed-Coder-8B-Instruct-unsloth-bnb-4bit | ByteDance-Seed/Seed-Coder-8B-Instruct | unsloth | 53.3 | high | |
| 10 | Olmo-3-1125-32B | allenai/Olmo-3-1125-32B | allenai | 48.1 | low | |
| 11 | LLaDA2.0-flash | inclusionAI/LLaDA2.0-flash | inclusionAI | 41.49 | medium | Bigcodebench-Full |
| 12 | LLaDA2.0-flash-preview | inclusionAI/LLaDA2.0-flash-preview | inclusionAI | 40.7 | medium | Bigcodebench-Full |
| 13 | LLaDA2.0-mini | inclusionAI/LLaDA2.0-mini | inclusionAI | 36.05 | medium | BigCodeBench-Full |
| 14 | LLaDA2.0-mini-preview | inclusionAI/LLaDA2.0-mini-preview | inclusionAI | 35.0 | medium | Bigcodebench-Full |
| 15 | Olmo-3-1025-7B | allenai/Olmo-3-1025-7B | allenai | 21.5 | low | |
| 16 | Olmo-Hybrid-7B | allenai/Olmo-Hybrid-7B | allenai | 21.5 | low | |
| 17 | Olmo-3-1025-7B-GGUF | allenai/Olmo-3-1025-7B | Mungert | 21.5 | low | |