🏆
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 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 385,91 tok/s TG Prefill 2.350 · TTFT 30.012 ms | 10× | 3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 2 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 382,08 tok/s TG Prefill 2.421 · TTFT 30.058 ms | 10× | 3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 3 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 206,50 tok/s TG Prefill 2.080 · TTFT 10.489 ms | 5× | 3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 4 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 204,88 tok/s TG Prefill 2.064 · TTFT 10.570 ms | 5× | 3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 5 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 62,33 tok/s TG Prefill 1.735 · TTFT 1.320 ms | 1× | 3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 6 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 62,03 tok/s TG Prefill 1.664 · TTFT 1.377 ms | 1× | 3x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 7 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 18,80 tok/s TG Prefill 53 · TTFT 260.849 ms | 5× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 8 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 17,96 tok/s TG Prefill 53 · TTFT 258.695 ms | 5× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 9 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 17,47 tok/s TG Prefill 53 · TTFT 259.739 ms | 5× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 10 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 10,87 tok/s TG Prefill 50 · TTFT 231.913 ms | 10× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 11 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 10,76 tok/s TG Prefill 50 · TTFT 232.851 ms | 10× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 12 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 10,35 tok/s TG Prefill 50 · TTFT 233.256 ms | 10× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 13 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 9,95 tok/s TG Prefill 72 · TTFT 174.547 ms | 5× | NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 14 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 9,13 tok/s TG Prefill 69 · TTFT 186.352 ms | 10× | NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 15 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 6,49 tok/s TG Prefill 43 · TTFT 53.506 ms | 1× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 16 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 6,46 tok/s TG Prefill 43 · TTFT 53.421 ms | 1× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 17 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 6,41 tok/s TG Prefill 42 · TTFT 53.991 ms | 1× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 18 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 4,29 tok/s TG Prefill 65 · TTFT 35.268 ms | 1× | NVIDIA GeForce RTX 5070 TiAMD Ryzen Threadripper PRO 5975WX 32-Cores · 247 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 19 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 4,27 tok/s TG Prefill 144 · TTFT 14.222 ms | 1× | 3x AMD Radeon AI PRO R9700AMD Ryzen Threadripper PRO 7955WX 16-Cores · 184 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 20 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 3,23 tok/s TG Prefill 28 · TTFT 318.564 ms | 5× | NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAM | llama.cppcodex_cliUD-Q4_K_XL | Details → | |
| 21 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 2,82 tok/s TG Prefill 27 · TTFT 322.266 ms | 10× | NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAM | llama.cppcodex_cliUD-Q4_K_XL | Details → | |
| 22 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 1,20 tok/s TG Prefill 14 · TTFT 148.315 ms | 1× | 2x NVIDIA GeForce RTX 20604x Intel(R) Xeon(R) CPU E5-4620 v2 @ 2.60GHz · 504 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 23 | DeepSeek-V4-Flash-284B-A13B284BDeepSeek Performance benchmarkTimebench 3 - Kombi (Prefill + Generation) | 0,97 tok/s TG Prefill 27 · TTFT 79.443 ms | 1× | NVIDIA GeForce RTX 5090AMD Ryzen 7 5800X3D 8-Core Processor · 126 GB RAM | llama.cppcodex_cliUD-Q4_K_XL | Details → |