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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 | Ornith-1.0-9B9BQ4_K_MDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 108,03 tok/s TG Prefill 2.184 · TTFT 10.407 ms | 10× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 2 | Ornith-1.0-9B9BQ8_0DeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 97,31 tok/s TG Prefill 2.232 · TTFT 10.125 ms | 10× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 3 | Ornith-1.0-9B9BQ4_K_MDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 80,74 tok/s TG Prefill 1.579 · TTFT 6.372 ms | 5× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 4 | Ornith-1.0-9B9BQ8_0DeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 73,89 tok/s TG Prefill 1.619 · TTFT 6.216 ms | 5× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 5 | Ornith-1.0-9B9BQ4_K_MDeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 42,36 tok/s TG Prefill 986 · TTFT 1.973 ms | 1× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 6 | Ornith-1.0-9B9BQ8_0DeepReinforce Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 29,62 tok/s TG Prefill 1.037 · TTFT 1.873 ms | 1× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → |