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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 | Nemotron-3-Nano-4B4BQ4_K_MNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) i | 125,68 tok/s TG Prefill 2.208 · TTFT 11.151 ms | 10× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 2 | Nemotron-3-Nano-4B4BQ4_K_MNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) i | 116,24 tok/s TG Prefill 1.891 · TTFT 5.975 ms | 5× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 3 | Nemotron-3-Nano-4B4BQ4_K_MNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) i | 106,92 tok/s TG Prefill 1.319 · TTFT 18.921 ms | 10× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 4 | Nemotron-3-Nano-4B4BQ4_K_MNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 106,11 tok/s TG Prefill 1.440 · TTFT 17.007 ms | 10× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 5 | Nemotron-3-Nano-4B4BQ4_K_MNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) i | 100,31 tok/s TG Prefill 1.092 · TTFT 10.399 ms | 5× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 6 | Nemotron-3-Nano-4B4BQ4_K_MNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 100,04 tok/s TG Prefill 1.231 · TTFT 9.195 ms | 5× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 7 | Nemotron-3-Nano-4B4BQ4_K_MNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) i | 80,94 tok/s TG Prefill 1.564 · TTFT 1.376 ms | 1× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 8 | Nemotron-3-Nano-4B4BQ4_K_MNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) i | 72,37 tok/s TG Prefill 865 · TTFT 2.489 ms | 1× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 9 | Nemotron-3-Nano-4B4BQ4_K_MNVIDIA Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 71,70 tok/s TG Prefill 945 · TTFT 2.277 ms | 1× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → |