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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 | gemma-4-E4B-it8BQ4_K_MGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 133,73 tok/s TG Prefill 1.652 · TTFT 12.206 ms | 10× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 2 | gemma-4-E4B-it8BQ8_0Google Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 125,06 tok/s TG Prefill 1.687 · TTFT 12.063 ms | 10× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 3 | gemma-4-E4B-it8BQ4_K_MGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 95,22 tok/s TG Prefill 1.480 · TTFT 6.689 ms | 5× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 4 | gemma-4-E4B-it8BQ8_0Google Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 93,25 tok/s TG Prefill 1.437 · TTFT 6.874 ms | 5× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 5 | gemma-4-E4B-it8BQ4_K_MGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 53,35 tok/s TG Prefill 1.366 · TTFT 1.447 ms | 1× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 6 | gemma-4-E4B-it8BQ8_0Google Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 38,32 tok/s TG Prefill 1.088 · TTFT 1.818 ms | 1× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → |