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LLM Leaderboard
Reale Messergebnisse aller getesteten Sprachmodelle auf echter, benannter Hardware – bewertet nach roher Geschwindigkeit (Performance in Token pro Sekunde, Prefill und Zeit bis zum ersten Token) und nach praktischer Aufgaben-Qualität in vollständigen Agenten- und Chat-Abläufen (Harness). Wähle unten einen Benchmark-Typ oder filtere nach Modell, Hersteller und Hardware, um genau zu sehen, was jeweils geprüft wird und wie die Ergebnisse zustande kommen.
⚡ Performance (tok/s)🤖 Harness-Qualität👥 Concurrency🖥️ echte Hardware
| # | Modell / Hersteller | Messwerte | Parallel | GPU / CPU / RAM | Runtime | ||
|---|---|---|---|---|---|---|---|
| 1 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 1.564,61 tok/s TG Prefill 2.600 · TTFT 34.894 ms | 10× | NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAM | stratagodclawUD-Q4_K_XL | Details → | |
| 2 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 1.555,31 tok/s TG Prefill 2.655 · TTFT 34.751 ms | 10× | NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 3 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 1.171,75 tok/s TG Prefill 2.132 · TTFT 45.396 ms | 10× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 3945WX 12-Cores | strataIQ2_XS | Details → | |
| 4 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 1.132,67 tok/s TG Prefill 1.930 · TTFT 47.978 ms | 10× | NVIDIA GeForce RTX 3090 iAMD Ryzen 5 5600X 6-Core Processor · 31 GB RAM | stratagodclawIQ2_XS | Details → | |
| 5 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 804,23 tok/s TG Prefill 2.435 · TTFT 15.796 ms | 5× | NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 6 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 783,55 tok/s TG Prefill 2.459 · TTFT 15.907 ms | 5× | NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAM | stratagodclawUD-Q4_K_XL | Details → | |
| 7 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 638,58 tok/s TG Prefill 306 · TTFT 145.278 ms | 10× | NVIDIA GeForce RTX 3090 iAMD Ryzen 5 5600X 6-Core Processor · 31 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 8 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 589,46 tok/s TG Prefill 2.120 · TTFT 21.049 ms | 5× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 3945WX 12-Cores | strataIQ2_XS | Details → | |
| 9 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 584,06 tok/s TG Prefill 25.276 · TTFT 1.075 ms | 10× | NVIDIA RTX PRO 6000 Blackwell Workstation Edition iAMD Ryzen 9 9950X 16-Core Processor · 123 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 10 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 572,23 tok/s TG Prefill 1.826 · TTFT 21.491 ms | 5× | NVIDIA GeForce RTX 3090 iAMD Ryzen 5 5600X 6-Core Processor · 31 GB RAM | stratagodclawIQ2_XS | Details → | |
| 11 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 492,83 tok/s TG Prefill 1.231 · TTFT 103.873 ms | 10× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 12 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 424,23 tok/s TG Prefill - · TTFT 1.608 ms | 10× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMcodex_cliNVFP4 | Details → | |
| 13 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 420,20 tok/s TG Prefill 656 · TTFT 131.641 ms | 10× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | stratagodclawUD-IQ4_XS | Details → | |
| 14 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 418,77 tok/s TG Prefill 17.642 · TTFT 1.399 ms | 10× | NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 5 5600X 6-Core Processor · 96 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 15 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 411,27 tok/s TG Prefill - · TTFT 2.092 ms | 10× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMcodex_cliNVFP4 | Details → | |
| 16 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 358,28 tok/s TG Prefill 20.534 · TTFT 617 ms | 5× | NVIDIA RTX PRO 6000 Blackwell Workstation Edition iAMD Ryzen 9 9950X 16-Core Processor · 123 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 17 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 345,95 tok/s TG Prefill 6.384 · TTFT 6.682 ms | 10× | NVIDIA GeForce RTX 5090 iAMD Ryzen 7 5800X3D 8-Core Processor · 63 GB RAM | stratagodclawIQ2_XS | Details → | |
| 18 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 344,40 tok/s TG Prefill 16.771 · TTFT 2.037 ms | 10× | NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 123 GB RAM | tensorfoldgodclaw 1.1.5NVFP4/MXFP8 | Details → | |
| 19 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 319,40 tok/s TG Prefill 254 · TTFT 73.516 ms | 5× | NVIDIA GeForce RTX 3090 iAMD Ryzen 5 5600X 6-Core Processor · 31 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 20 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 302,61 tok/s TG Prefill - · TTFT 612 ms | 5× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMcodex_cliNVFP4 | Details → | |
| 21 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 295,95 tok/s TG Prefill 5.287 · TTFT 2.559 ms | 5× | NVIDIA GeForce RTX 5090 iAMD Ryzen 7 5800X3D 8-Core Processor · 63 GB RAM | stratagodclawIQ2_XS | Details → | |
| 22 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 274,09 tok/s TG Prefill 15.257 · TTFT 775 ms | 5× | NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 5 5600X 6-Core Processor · 96 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 23 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 257,18 tok/s TG Prefill - · TTFT 3.386 ms | 5× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMcodex_cliNVFP4 | Details → | |
| 24 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 246,45 tok/s TG Prefill 1.171 · TTFT 47.068 ms | 5× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 25 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 244,85 tok/s TG Prefill 14.238 · TTFT 934 ms | 5× | NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 123 GB RAM | tensorfoldgodclaw 1.1.5NVFP4/MXFP8 | Details → | |
| 26 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 242,41 tok/s TG Prefill 4.265 · TTFT 17.947 ms | 10× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 3945WX 12-Cores | strataIQ2_XS | Details → | |
| 27 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 211,19 tok/s TG Prefill 592 · TTFT 60.940 ms | 5× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | stratagodclawUD-IQ4_XS | Details → | |
| 28 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 196,16 tok/s TG Prefill 860 · TTFT 118.321 ms | 10× | NVIDIA Tesla V100 PCIe 32GB iAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 29 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 29 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 191,35 tok/s TG Prefill 2.201 · TTFT 905 ms | 1× | NVIDIA GeForce RTX 5090 iAMD Ryzen 7 5800X3D 8-Core Processor · 63 GB RAM | stratagodclawIQ2_XS | Details → | |
| 30 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 164,58 tok/s TG Prefill 1.951 · TTFT 1.010 ms | 1× | NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 31 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 158,06 tok/s TG Prefill 1.772 · TTFT 1.128 ms | 1× | NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 9 7945HX with Radeon Graphics · 60 GB RAM | stratagodclawUD-Q4_K_XL | Details → | |
| 32 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 139,55 tok/s TG Prefill 3.687 · TTFT 3.821 ms | 5× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 3945WX 12-Cores | strataIQ2_XS | Details → | |
| 33 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 137,92 tok/s TG Prefill 818 · TTFT 45.184 ms | 5× | NVIDIA Tesla V100 PCIe 32GB iAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 29 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 34 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 125,24 tok/s TG Prefill 1.458 · TTFT 1.399 ms | 1× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 3945WX 12-Cores | strataIQ2_XS | Details → | |
| 35 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 122,39 tok/s TG Prefill 3.269 · TTFT 6.004 ms | 10× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 36 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 116,39 tok/s TG Prefill 1.389 · TTFT 1.421 ms | 1× | NVIDIA GeForce RTX 3090 iAMD Ryzen 5 5600X 6-Core Processor · 31 GB RAM | stratagodclawIQ2_XS | Details → | |
| 37 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 115,48 tok/s TG Prefill 1.754 · TTFT 1.124 ms | 1× | NVIDIA RTX A6000AMD Ryzen Threadripper PRO 3945WX 12-Cores | strataIQ2_XS | Details → | |
| 38 | Qwen3.8-Flash-Next180BQwen (Alibaba) HarnessbenchmarkOffice Agentic Work 100 - Tool Usage V1 | 100 Pkt 100,0% · 100/100 Aufg. · 751,6 s | 1× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | officeagentic100NVFP4 | Details → | |
| 39 | Qwen3.8-Flash-Next180BQwen (Alibaba) HarnessbenchmarkKolibri-Qwen Diverse Deterministic 210 V1.0 | 206 Pkt 98,1% · 206/210 Aufg. · 1.001,2 s | 1× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMdeterministic210NVFP4 | Details → | |
| 40 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 96,74 tok/s TG Prefill 9.683 · TTFT 204 ms | 1× | NVIDIA RTX PRO 6000 Blackwell Workstation Edition iAMD Ryzen 9 9950X 16-Core Processor · 123 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 41 | Qwen3.8-Flash-Next180BQwen (Alibaba) HarnessbenchmarkKolibri-Qwen Diverse Deterministic 310 V2.0 | 297 Pkt 95,8% · 297/310 Aufg. · 2.578,6 s | 1× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMdeterministic310NVFP4 | Details → | |
| 42 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 95,00 tok/s TG Prefill 470 · TTFT 155 ms | 1× | NVIDIA RTX PRO 6000 Blackwell Workstation Edition iAMD Ryzen 9 9950X 16-Core Processor · 123 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 43 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 88,87 tok/s TG Prefill 1.120 · TTFT 20.453 ms | 10× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | llama.cppgodclawIQ3_XXS | Details → | |
| 44 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 82,45 tok/s TG Prefill 2.547 · TTFT 3.826 ms | 5× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 45 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 79,19 tok/s TG Prefill 670 · TTFT 33.965 ms | 10× | 2x NVIDIA RTX A6000AMD EPYC 7203P 8-Core Processor · 126 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 46 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 79,14 tok/s TG Prefill 7.814 · TTFT 243 ms | 1× | NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen 5 5600X 6-Core Processor · 96 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 47 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 77,21 tok/s TG Prefill - · TTFT 344 ms | 1× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMcodex_cliNVFP4 | Details → | |
| 48 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 74,79 tok/s TG Prefill 5.764 · TTFT 344 ms | 1× | NVIDIA RTX PRO 6000 Blackwell Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 123 GB RAM | tensorfoldgodclaw 1.1.5NVFP4/MXFP8 | Details → | |
| 49 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 74,23 tok/s TG Prefill - · TTFT 590 ms | 1× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMcodex_cliNVFP4 | Details → | |
| 50 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 73,30 tok/s TG Prefill 487 · TTFT 20.813 ms | 5× | 2x NVIDIA RTX A6000AMD EPYC 7203P 8-Core Processor · 126 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 51 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 71,73 tok/s TG Prefill 560 · TTFT 40.628 ms | 10× | 2x NVIDIA RTX A6000 iAMD EPYC 7203P 8-Core Processor · 252 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 52 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 70,00 tok/s TG Prefill - · TTFT 0 ms | 1× | NVIDIA RTX PRO 6000 Blackwell Workstation Edition iAMD Ryzen 9 9950X 16-Core Processor · 123 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 53 | Qwen3.8-Flash-Next180BQwen (Alibaba) HarnessbenchmarkKolibri-Qwen Diverse Deterministic 210 V1.0 | 145 Pkt 69,0% · 145/210 Aufg. · 145,4 s | 1× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMdeterministic210NVFP4 | Details → | |
| 54 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 67,46 tok/s TG Prefill 568 · TTFT 39.939 ms | 10× | 2x NVIDIA RTX A6000 iAMD EPYC 7203P 8-Core Processor · 110 GB RAM | llama.cppgodclaw | Details → | |
| 55 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 66,02 tok/s TG Prefill 838 · TTFT 12.155 ms | 5× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | llama.cppgodclawIQ3_XXS | Details → | |
| 56 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 63,23 tok/s TG Prefill 904 · TTFT 15.542 ms | 5× | NVIDIA Tesla V100 PCIe 32GB4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAM | strataIQ3_S | Details → | |
| 57 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 61,09 tok/s TG Prefill 1.023 · TTFT 43.363 ms | 10× | NVIDIA Tesla V100 PCIe 32GB4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAM | strataIQ3_S | Details → | |
| 58 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 60,89 tok/s TG Prefill 409 · TTFT 24.788 ms | 5× | 2x NVIDIA RTX A6000 iAMD EPYC 7203P 8-Core Processor · 252 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 59 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 59,28 tok/s TG Prefill 483 · TTFT 4.084 ms | 1× | NVIDIA Tesla V100 PCIe 32GB4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAM | strataIQ3_S | Details → | |
| 60 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 59,02 tok/s TG Prefill 1.132 · TTFT 12.062 ms | 5× | NVIDIA Tesla V100 PCIe 32GB iAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 29 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 61 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 55,85 tok/s TG Prefill 415 · TTFT 24.406 ms | 5× | 2x NVIDIA RTX A6000 iAMD EPYC 7203P 8-Core Processor · 110 GB RAM | llama.cppgodclaw | Details → | |
| 62 | Qwen3.8-Flash-Next180BQwen (Alibaba) HarnessbenchmarkDecision-Benchmark High V 1.0 | 107 Pkt 53,5% · 107/200 Aufg. · 38,9 s | 1× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMvllmNVFP4 | Details → | |
| 63 | Qwen3.8-Flash-Next180BQwen (Alibaba) HarnessbenchmarkKolibri-Qwen Diverse Deterministic 310 V2.0 | 164 Pkt 52,9% · 164/310 Aufg. · 208,4 s | 1× | 2x NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition iAMD Ryzen Threadripper PRO 9965WX 24-Cores · 125 GB RAM | vLLMdeterministic310NVFP4 | Details → | |
| 64 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 52,11 tok/s TG Prefill 510 · TTFT 3.869 ms | 1× | NVIDIA Tesla V100 PCIe 32GB iAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 29 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 65 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 50,53 tok/s TG Prefill 106 · TTFT 20.413 ms | 1× | NVIDIA GeForce RTX 3090 iAMD Ryzen 5 5600X 6-Core Processor · 31 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 66 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 49,88 tok/s TG Prefill 909 · TTFT 2.194 ms | 1× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 67 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 49,60 tok/s TG Prefill 468 · TTFT 4.250 ms | 1× | NVIDIA Tesla V100 PCIe 32GB iAMD Ryzen 3 PRO 3200GE w/ Radeon Vega Graphics · 29 GB RAM | stratagodclawIQ3_XXS | Details → | |
| 68 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 41,83 tok/s TG Prefill 301 · TTFT 8.495 ms | 1× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | stratagodclawUD-IQ4_XS | Details → | |
| 69 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 38,84 tok/s TG Prefill 258 · TTFT 10.963 ms | 1× | 2x NVIDIA RTX A6000AMD EPYC 7203P 8-Core Processor · 126 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 70 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 36,99 tok/s TG Prefill 221 · TTFT 12.961 ms | 1× | 2x NVIDIA RTX A6000 iAMD EPYC 7203P 8-Core Processor · 252 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 71 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 36,38 tok/s TG Prefill 714 · TTFT 2.760 ms | 1× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | llama.cppgodclawIQ3_XXS | Details → | |
| 72 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 35,58 tok/s TG Prefill 220 · TTFT 12.963 ms | 1× | 2x NVIDIA RTX A6000 iAMD EPYC 7203P 8-Core Processor · 110 GB RAM | llama.cppgodclaw | Details → | |
| 73 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 35,44 tok/s TG Prefill 249 · TTFT 90.371 ms | 10× | 2x NVIDIA RTX A6000AMD EPYC 7203P 8-Core Processor · 31 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 74 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 32,77 tok/s TG Prefill 160 · TTFT 63.351 ms | 5× | 2x NVIDIA RTX A6000AMD EPYC 7203P 8-Core Processor · 31 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 75 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 25,97 tok/s TG Prefill 204 · TTFT 110.341 ms | 10× | 2x NVIDIA RTX A6000AMD EPYC 7203P 8-Core Processor · 31 GB RAM | llama.cppgodclawQ4_K_XL | Details → | |
| 76 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 25,26 tok/s TG Prefill 1.798 · TTFT 1.074 ms | 1× | NVIDIA DGX SPARK (GB10) iNVIDIA Grace · 120 GB RAM | vLLMgodclawNVFP4 | Details → | |
| 77 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 22,67 tok/s TG Prefill 124 · TTFT 18.211 ms | 1× | 2x NVIDIA RTX A6000AMD EPYC 7203P 8-Core Processor · 31 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 78 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 19,36 tok/s TG Prefill 158 · TTFT 64.302 ms | 5× | 2x NVIDIA RTX A6000AMD EPYC 7203P 8-Core Processor · 31 GB RAM | llama.cppgodclawQ4_K_XL | Details → | |
| 79 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 18,69 tok/s TG Prefill 245 · TTFT 92.959 ms | 10× | 2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 189 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 80 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 16,75 tok/s TG Prefill 182 · TTFT 55.630 ms | 5× | 2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 189 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 81 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 9,85 tok/s TG Prefill 114 · TTFT 19.280 ms | 1× | 2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 189 GB RAM | llama.cppgodclawUD-Q4_K_XL | Details → | |
| 82 | Qwen3.8-Flash-Next180BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation) | 8,95 tok/s TG Prefill 94 · TTFT 24.951 ms | 1× | 2x NVIDIA RTX A6000AMD EPYC 7203P 8-Core Processor · 31 GB RAM | llama.cppgodclawQ4_K_XL | Details → |