🏆
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-E2B-it5BQ4_K_MGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 15,30 tok/s TG Prefill 1.816 · TTFT 1.088 ms | 1× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 2 | gemma-4-E2B-it5BQ8_0Google Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 14,49 tok/s TG Prefill 1.763 · TTFT 1.123 ms | 1× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 3 | gemma-4-E2B-it5BQ8_0Google Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 12,45 tok/s TG Prefill 1.249 · TTFT 8.044 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-E2B-it5BQ4_K_MGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 12,43 tok/s TG Prefill 1.220 · TTFT 8.133 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-E2B-it5BQ8_0Google Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 9,73 tok/s TG Prefill 1.306 · TTFT 16.890 ms | 10× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → | |
| 6 | gemma-4-E2B-it5BQ4_K_MGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 6,84 tok/s TG Prefill 1.286 · TTFT 17.461 ms | 10× | 2x NVIDIA GeForce RTX 2060Intel(R) Core(TM) i5-7400 CPU @ 3.00GHz · 7 GB RAM | llama.cppopenclaw_cli | Details → |