Leaderboard by hardware

Best Elixir runs per hardware.

This board groups model benchmarking runs by hardware, i.e. the exact GPUs, PCIe lanes and RAM they run on, so you can pick the model that best matches the hardware you have. Split mode (tensor or layer) depends on the PCIe topology of the motherboard, if more than one GPU is involved.

RX 9060 XT 16 GB

PCIe 3.0 x16

ModelQuantWallPPTGNeedleQuality
Ornith-1.5-35B-A3B MiniPlus V2.1 APEX-I MiniPlus V2.1 1227.33 s 819.65 57.92 hit 2/5

RTX 4070 SUPER 12 GB + RTX 4060 Ti 16 GB

PCIe 4.0 x16 (CPU) + 4.0 x4 (PCH)

ModelQuantWallPPTGNeedleQuality
Groot-19B-A3B-261023 MTP Q5_K_M 227.7 s 2496 80.2 hit 2/5

2x RTX 5060 Ti 16 GB

PCIe 5.0 x8/x8

ModelQuantWallPPTGNeedleQuality
Nemotron-3.5-Bolt-74B-A9B IQ2 QAT IQ2 QAT 284.8 s 1280 107.9 hit 4/5
Muse-Glimmer NVFP4 NVFP4 113.4 s 1224 74.9 hit 4/5
Ornith 1.5 35B-A3B NVFP4 NVFP4 178 s 2340 112 hit 4/5
flint NVFP4 NVFP4 371.5 s 815 84.9 cliff 2/5
LFM2.5-24B-A2B Q8_0 Q8_0 135.2 s 1403 151 hit 2/5

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