| 1 | OpenReasoning-Nemotron-32B | Qwen/Qwen2.5-32B | nvidia | 100.0 | low | |
| 2 | OpenReasoning-Nemotron-1.5B | Qwen/Qwen2.5-1.5B | nvidia | 100.0 | low | |
| 3 | OpenReasoning-Nemotron-14B | Qwen/Qwen2.5-14B | nvidia | 100.0 | low | |
| 4 | OpenReasoning-Nemotron-7B | Qwen/Qwen2.5-7B | nvidia | 100.0 | low | |
| 5 | MiniMax-M3-NVFP4 | MiniMaxAI/MiniMax-M3 | nvidia | 49.7 | high | |
| 6 | MiniMax-M2.7-NVFP4 | MiniMaxAI/MiniMax-M2.7 | nvidia | 48.7 | high | |
| 7 | Kimi-K2-Thinking | moonshotai/Kimi-K2-Thinking | moonshotai | 44.8 | medium | **SciCode** |
| 8 | Kimi-K2-Thinking-GGUF | moonshotai/Kimi-K2-Thinking | unsloth | 44.8 | medium | **SciCode** |
| 9 | Kimi-K2-Thinking | moonshotai/Kimi-K2-Thinking | unsloth | 44.8 | medium | **SciCode** |
| 10 | NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 | nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 | nvidia | 44.6 | medium | SciCode (subtask) |
| 11 | NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4 | nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 | nvidia | 44.6 | medium | SciCode (subtask) |
| 12 | NVIDIA-Nemotron-3-Ultra-550B-A55B-GGUF | nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 | unsloth | 44.6 | medium | SciCode (subtask) |
| 13 | NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4 | nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 | unsloth | 44.6 | medium | SciCode (subtask) |
| 14 | MiniMax-M2.5 | MiniMaxAI/MiniMax-M2.5 | MiniMaxAI | 44.4 | medium | SciCode |
| 15 | MiniMax-M2.5-GGUF | MiniMaxAI/MiniMax-M2.5 | unsloth | 44.4 | medium | SciCode |
| 16 | Mistral-Medium-3.5-128B-NVFP4 | mistralai/Mistral-Medium-3.5-128B | nvidia | 42.6 | high | |
| 17 | NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | nvidia | 42.05 | medium | SciCode (subtask) |
| 18 | NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | nvidia | 42.05 | medium | SciCode (subtask) |
| 19 | NVIDIA-Nemotron-3-Super-120B-A12B-FP8 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | nvidia | 42.05 | medium | SciCode (subtask) |
| 20 | NVIDIA-Nemotron-3-Super-120B-A12B-GGUF | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | unsloth | 42.05 | medium | SciCode (subtask) |
| 21 | NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | unsloth | 42.05 | medium | SciCode (subtask) |
| 22 | NVIDIA-Nemotron-3-Super-120B-A12B-BF16-GGUF | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | Mungert | 42.05 | medium | SciCode (subtask) |
| 23 | NVIDIA-Nemotron-3-Super-120B-A12B | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | unsloth | 42.05 | medium | SciCode (subtask) |
| 24 | NVIDIA-Nemotron-3-Super-120B-A12B-FP8 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | unsloth | 42.05 | medium | SciCode (subtask) |
| 25 | Qwen3.5-122B-A10B-NVFP4 | Qwen/Qwen3.5-122B-A10B | nvidia | 41.79 | high | |
| 26 | MiniMax-M2.1 | cerebras/MiniMax-M2.1-REAP-139B-A10B | MiniMaxAI | 41.0 | medium | SciCode |
| 27 | MiniMax-M2.1-GGUF | MiniMaxAI/MiniMax-M2.1 | unsloth | 41.0 | medium | SciCode |
| 28 | MiniMax-M2.1 | MiniMaxAI/MiniMax-M2.1 | unsloth | 41.0 | medium | SciCode |
| 29 | NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-NVFP4 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | nvidia | 40.6 | medium | SciCode (subtask) |
| 30 | NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-FP8 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | nvidia | 40.6 | medium | SciCode (subtask) |
| 31 | NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16 | nvidia | 40.6 | medium | SciCode (subtask) |
| 32 | MiniMax-M2 | MiniMaxAI/MiniMax-M2 | MiniMaxAI | 36.0 | medium | SciCode |
| 33 | MiniMax-M2-GGUF | MiniMaxAI/MiniMax-M2 | unsloth | 36.0 | medium | SciCode |
| 34 | Gemma-4-31B-IT-NVFP4 | google/gemma-4-31B-it | nvidia | 33.61 | medium | Scicode subtask acc (pass@1) |
| 35 | NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 | nvidia | 33.3 | medium | SciCode (subtask) |
| 36 | Nemotron-3-Nano-30B-A3B-GGUF | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 | unsloth | 33.3 | medium | SciCode (subtask) |
| 37 | Nemotron-3-Nano-30B-A3B | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 | unsloth | 33.3 | medium | SciCode (subtask) |
| 38 | NVIDIA-Nemotron-3-Nano-30B-A3B-BF16-GGUF | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 | Mungert | 33.3 | medium | SciCode (subtask) |
| 39 | NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4 | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 | nvidia | 33.0 | medium | SciCode (subtask) |
| 40 | NVIDIA-Nemotron-3-Nano-30B-A3B-FP8 | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 | nvidia | 33.0 | medium | SciCode (subtask) |
| 41 | NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4 | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4 | unsloth | 33.0 | medium | SciCode (subtask) |
| 42 | Nemotron-3-Nano-30B-A3B-FP8 | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 | unsloth | 33.0 | medium | SciCode (subtask) |
| 43 | OpenReasoning-Nemotron-32B-GGUF | nvidia/OpenReasoning-Nemotron-32B | unsloth | 2.2 | low | |
| 44 | OpenReasoning-Nemotron-7B-GGUF | Qwen/Qwen2.5-7B-Instruct | Mungert | 2.2 | low | |
| 45 | OpenReasoning-Nemotron-1.5B-GGUF | Qwen/Qwen2.5-1.5B-Instruct | Mungert | 2.2 | low | |
| 46 | OpenReasoning-Nemotron-14B-GGUF | Qwen/Qwen2.5-14B-Instruct | Mungert | 2.2 | low | |
| 47 | OpenReasoning-Nemotron-32B-GGUF | Qwen/Qwen2.5-32B-Instruct | Mungert | 2.2 | low | |