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Beta

Marcel Sommer

@marcelsommer · Member since 07/2026

60benchmarks contributed
60Performance runs
0Harness runs
14Models tested
3GPUs used
2.264Best throughput · tok/s

Hardware used

NVIDIA GeForce RTX 3090 Ti51× · 2.264 tok/sNVIDIA RTX A60006× · 1.172 tok/sNVIDIA Tesla V100 PCIe 32GB3× · 63 tok/s

Models tested

Qwen3.8-Flash-Next9×Qwen3.6-35B-A3B6×glm-4.7-flash6×gemma4:31b6×Codestral-22B-v0.16×gemma-4-E2B-it5×gpt-oss-20b4×NVIDIA-Nemotron-3-Nano-30B-A3B3×NVIDIA-Nemotron-3.5-Lightning-30B-A3B3×gemma-4-E4B-it3×Gemma-4-26B-A4B-it3×gemma-4-12B-it3×Devstral-Small-2-24B-Instruct-25122×Devstral-Small-25071×

Top performance runs

ModelHardwaretok/sTTFTDate
NVIDIA-Nemotron-3.5-Lightning-30B-A3B 10× NVIDIA GeForce RTX 3090 Ti vLLM 2.264 21.818 ms Aug 12, 2026
Qwen3.8-Flash-Next 10× NVIDIA RTX A6000 1.172 45.396 ms Oct 16, 2026
NVIDIA-Nemotron-3.5-Lightning-30B-A3B 5× NVIDIA GeForce RTX 3090 Ti vLLM 1.135 9.812 ms Aug 12, 2026
Qwen3.6-35B-A3B 10× NVIDIA GeForce RTX 3090 Ti 831 14.928 ms Jul 31, 2026
Qwen3.6-35B-A3B 10× NVIDIA GeForce RTX 3090 Ti 830 14.891 ms Jul 31, 2026
Qwen3.6-35B-A3B 10× NVIDIA GeForce RTX 3090 Ti 828 14.940 ms Aug 3, 2026
Qwen3.8-Flash-Next 5× NVIDIA RTX A6000 590 21.049 ms Oct 16, 2026
gpt-oss-20b 10× NVIDIA GeForce RTX 3090 Ti vLLM 572 1.915 ms Aug 4, 2026
Qwen3.6-35B-A3B 5× NVIDIA GeForce RTX 3090 Ti 467 5.143 ms Aug 3, 2026
gemma-4-E2B-it 10× NVIDIA GeForce RTX 3090 Ti vLLM 451 864 ms Aug 3, 2026