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Rankings
LLM Leaderboard
Real measurements of every tested language model on real, named hardware – rated by raw speed (performance in tokens per second, prefill and time to first token) and by practical task quality in complete agent and chat runs (harness). Pick a benchmark type below or filter by model, maker and hardware to see exactly what is tested and how the results are produced.
⚡ Performance (tok/s)🤖 Harness quality👥 Concurrency🖥️ real hardware
| # | Model / Maker | Metrics | Parallel | GPU / CPU / RAM | Runtime | ||
|---|---|---|---|---|---|---|---|
| 1 | MiniMax-M2.5230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 105,57 tok/s TG Prefill 6.997 · TTFT 5.319 ms | 10× | NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAM | vLLMgodclawAWQ | Details → | |
| 2 | MiniMax-M2.5230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 103,49 tok/s TG Prefill 7.016 · TTFT 5.294 ms | 10× | NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAM | vLLMgodclawAWQ | Details → | |
| 3 | MiniMax-M2.5230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 77,74 tok/s TG Prefill 5.460 · TTFT 2.641 ms | 5× | NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAM | vLLMgodclawAWQ | Details → | |
| 4 | MiniMax-M2.5230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 73,44 tok/s TG Prefill 5.550 · TTFT 2.628 ms | 5× | NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAM | vLLMgodclawAWQ | Details → | |
| 5 | MiniMax-M2.5230BMiniMax Harness benchmarkTool Usage V 1.0 | 1.245 Pkt 70,7% · 15/15 Aufg. · 301,0 s | 1× | NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAM | openclaw_cli | Details → | |
| 6 | MiniMax-M2.5230BMiniMax Harness benchmarkTool Usage Standard 1.0 | 1.762 Pkt 59,1% · 16/16 Aufg. · 526,0 s | 1× | NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAM | openclaw_cli | Details → | |
| 7 | MiniMax-M2.5230BMiniMax Harness benchmarkTextgenerierung V 1.0 | 790 Pkt 52,0% · 15/15 Aufg. · 261,0 s | 1× | NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAM | openclaw_cli | Details → | |
| 8 | MiniMax-M2.5230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 32,23 tok/s TG Prefill 2.184 · TTFT 1.050 ms | 1× | NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAM | vLLMgodclawAWQ | Details → | |
| 9 | MiniMax-M2.5230BMiniMax Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 31,93 tok/s TG Prefill 2.096 · TTFT 1.093 ms | 1× | NVIDIA GB10 (DGX Spark)NVIDIA Grace · 120 GB RAM | vLLMgodclawAWQ | Details → |