variant string | vram_gb int64 | memory_type string | bus_width_bit int64 | bandwidth_gbps int64 | tdp_w int64 | pcie_lanes int64 | gpu_count int64 | model string | params_b int64 | quant string | backend string | backend_version string | driver_version string | os string | context_len int64 | concurrency int64 | tok_s_prefill float64 | tok_s_decode float64 | vram_used_gb float64 | power_w float64 | thinking string | source string | submitter string | date timestamp[s] | notes string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-12b-ggml-q4km | 12 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 54.84 | 58.09 | 8.014 | 150.082 | off | owner-measured | Andrew | 2026-06-06T00:00:00 | Seeded from llm-lab card-bench gemma4-12b-ggml-q4km-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-12b-ggml-q4km | 12 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 51.19 | 56.96 | 8.068 | 146.854 | off | owner-measured | Andrew | 2026-06-06T00:00:00 | Seeded from llm-lab card-bench gemma4-12b-ggml-q4km-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-12b-ggml-q4km | 12 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 44.18 | 54.19 | 8.291 | 145.876 | off | owner-measured | Andrew | 2026-06-06T00:00:00 | Seeded from llm-lab card-bench gemma4-12b-ggml-q4km-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-12b-ggml-q4km | 12 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 27.73 | 42.24 | 9.359 | 121.551 | off | owner-measured | Andrew | 2026-06-06T00:00:00 | Seeded from llm-lab card-bench gemma4-12b-ggml-q4km-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-12b-ggml-q4km | 12 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 54.81 | 57.31 | 8.67 | 188.319 | off | owner-measured | Andrew | 2026-06-06T00:00:00 | Seeded from llm-lab card-bench gemma4-12b-ggml-q4km-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-12b-ggml-q4km | 12 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 52.08 | 56.54 | 8.764 | 183.555 | off | owner-measured | Andrew | 2026-06-06T00:00:00 | Seeded from llm-lab card-bench gemma4-12b-ggml-q4km-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-12b-ggml-q4km | 12 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 44.74 | 53.7 | 9.15 | 188.536 | off | owner-measured | Andrew | 2026-06-06T00:00:00 | Seeded from llm-lab card-bench gemma4-12b-ggml-q4km-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-12b-ggml-q4km | 12 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 28.07 | 42.04 | 11.053 | 159.081 | off | owner-measured | Andrew | 2026-06-06T00:00:00 | Seeded from llm-lab card-bench gemma4-12b-ggml-q4km-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-26b-a4b-aeon-nvfp4 | 26 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 13,064.82 | 120.63 | 21.262 | 140.535 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-aeon-nvfp4-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-26b-a4b-aeon-nvfp4 | 26 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 12,605.53 | 118.49 | 21.934 | 146.558 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-aeon-nvfp4-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-26b-a4b-aeon-nvfp4 | 26 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 9,334.83 | 110.79 | 22.355 | 149.598 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-aeon-nvfp4-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-26b-a4b-aeon-nvfp4 | 26 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 4,470.77 | 103.3 | 22.357 | 149.786 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-aeon-nvfp4-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-26b-a4b-aeon-nvfp4 | 26 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 11,943.84 | 182.58 | 43.984 | 169.035 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-aeon-nvfp4-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-26b-a4b-aeon-nvfp4 | 26 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 12,379.46 | 174.03 | 44.34 | 206.528 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-aeon-nvfp4-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-26b-a4b-aeon-nvfp4 | 26 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 10,850.93 | 154.39 | 44.598 | 246.071 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-aeon-nvfp4-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-26b-a4b-aeon-nvfp4 | 26 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 6,685.85 | 149.28 | 44.531 | 280.518 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-aeon-nvfp4-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-26b-a4b-q4-k-m | 26 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 94.87 | 121.76 | 16.613 | 130.124 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-26b-a4b-q4-k-m | 26 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 87 | 118.36 | 16.682 | 126.528 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-26b-a4b-q4-k-m | 26 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 66.11 | 99.04 | 17.039 | 127.894 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-26b-a4b-q4-k-m | 26 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 34.35 | 62.13 | 18.504 | 127.859 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-26b-a4b-q4-k-m | 26 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 96.44 | 124.78 | 17.166 | 173.613 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-26b-a4b-q4-k-m | 26 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 88.8 | 121.34 | 17.273 | 172.334 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-26b-a4b-q4-k-m | 26 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 68.78 | 102.48 | 17.893 | 171.012 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-26b-a4b-q4-k-m | 26 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 34.48 | 62.36 | 20.389 | 161.146 | off | owner-measured | Andrew | 2026-06-10T00:00:00 | Seeded from llm-lab card-bench gemma4-26b-a4b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-31b-q4-k-m | 31 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 25.9 | 27.33 | 18.811 | 149.912 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench gemma4-31b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-31b-q4-k-m | 31 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 26.3 | 28.24 | 19.635 | 206.227 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench gemma4-31b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-31b-q4-k-m | 31 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 25.14 | 27.36 | 19.928 | 205.479 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench gemma4-31b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-31b-q8-0 | 31 | gguf-q8_0 | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 16.37 | 17.16 | 32.963 | 194.326 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench gemma4-31b-q8-0-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-31b-q8-0 | 31 | gguf-q8_0 | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 15.97 | 16.83 | 33.256 | 195.838 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench gemma4-31b-q8-0-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-e4b-q4-k-m | 4 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 94.57 | 118.57 | 3.652 | 126.544 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench gemma4-e4b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | gemma4-e4b-q4-k-m | 4 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 86.32 | 113.53 | 3.707 | 131.442 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench gemma4-e4b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-e4b-q4-k-m | 4 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 92.83 | 115.71 | 4.297 | 171.542 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench gemma4-e4b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | gemma4-e4b-q4-k-m | 4 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 85.34 | 111.64 | 4.396 | 172.237 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench gemma4-e4b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | granite41-30b-q4-k-m | 30 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 30.13 | 30.75 | 17.682 | 148.817 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench granite41-30b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | granite41-30b-q4-k-m | 30 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 27.95 | 28.63 | 18.484 | 148.818 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench granite41-30b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | granite41-30b-q4-k-m | 30 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 30.67 | 31.71 | 18.576 | 203.93 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench granite41-30b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | granite41-30b-q4-k-m | 30 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 28.24 | 29.63 | 19.42 | 202.924 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench granite41-30b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | granite41-8b-q4-k-m | 8 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 82.54 | 92.88 | 5.773 | 148.572 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench granite41-8b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | granite41-8b-q4-k-m | 8 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 75.7 | 80.86 | 6.277 | 139.174 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench granite41-8b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | granite41-8b-q4-k-m | 8 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 84.33 | 95.06 | 6.379 | 193.811 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench granite41-8b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | granite41-8b-q4-k-m | 8 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 77.67 | 84.18 | 6.924 | 196.692 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench granite41-8b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | nex-n2-mini-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 186.99 | 148.18 | 20.953 | 172.378 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench nex-n2-mini-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | nex-n2-mini-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 181.67 | 143.54 | 21.062 | 176.56 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench nex-n2-mini-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-aeon-text-nvfp4-mtp-xs | 27 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 4,732.34 | 33.61 | 23.295 | 149.63 | off | owner-measured | Andrew | 2026-06-11T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-aeon-text-nvfp4-mtp-xs-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-aeon-text-nvfp4-mtp-xs | 27 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 4,796.8 | 33.56 | 21.512 | 149.919 | off | owner-measured | Andrew | 2026-06-11T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-aeon-text-nvfp4-mtp-xs-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-aeon-text-nvfp4-mtp-xs | 27 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 3,838.19 | 32.39 | 21.518 | 150.993 | off | owner-measured | Andrew | 2026-06-11T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-aeon-text-nvfp4-mtp-xs-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-aeon-text-nvfp4-mtp-xs | 27 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 5,323.27 | 58.96 | 45.285 | 277.982 | off | owner-measured | Andrew | 2026-06-12T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-aeon-text-nvfp4-mtp-xs-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-aeon-text-nvfp4-mtp-xs | 27 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 5,513.98 | 58.82 | 45.285 | 275.046 | off | owner-measured | Andrew | 2026-06-12T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-aeon-text-nvfp4-mtp-xs-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-aeon-text-nvfp4-mtp-xs | 27 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 4,848.17 | 57.78 | 45.293 | 270.915 | off | owner-measured | Andrew | 2026-06-12T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-aeon-text-nvfp4-mtp-xs-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-aeon-text-nvfp4-mtp-xs | 27 | nvfp4 | vllm | 0.22.1-f1900e87 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 3,104.49 | 53.69 | 45.285 | 285.68 | off | owner-measured | Andrew | 2026-06-12T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-aeon-text-nvfp4-mtp-xs-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-dense-stock-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 62.01 | 31.1 | 16.096 | 149.937 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-dense-stock-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-dense-stock-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 65.26 | 32.78 | 16.609 | 205.533 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-dense-stock-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-dense-stock-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 65.98 | 31.86 | 16.855 | 206.801 | off | owner-measured | Andrew | 2026-06-18T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-dense-stock-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-pi-tune-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 67.08 | 32.5 | 16.879 | 205.577 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-pi-tune-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 66.92 | 31.22 | 16.141 | 149.438 | off | owner-measured | Andrew | 2026-06-21T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 66.02 | 30.51 | 16.346 | 149.68 | off | owner-measured | Andrew | 2026-06-21T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 55.45 | 28.29 | 17.25 | 149.166 | off | owner-measured | Andrew | 2026-06-21T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 39.28 | 21.12 | 20.906 | 148.321 | off | owner-measured | Andrew | 2026-06-21T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 64.84 | 32.46 | 16.861 | 206.597 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 63.35 | 31.81 | 17.107 | 207.185 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 57.12 | 29.5 | 18.26 | 208.383 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q4-k-m | 27 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 40.45 | 22.57 | 22.947 | 209.611 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q5-k-m | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 64.02 | 27.53 | 18.5 | 150.187 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q5-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q5-k-m | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 60.35 | 27.18 | 18.705 | 149.927 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q5-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q5-k-m | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 53.78 | 25.18 | 19.609 | 149.663 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q5-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q5-k-m | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 38.8 | 19.32 | 23.266 | 148.805 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q5-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q5-k-m | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 62.54 | 28.63 | 19.221 | 206.442 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q5-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q5-k-m | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 61.5 | 28.11 | 19.467 | 206.911 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q5-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q5-k-m | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 54.54 | 26.31 | 20.619 | 208.565 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q5-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q5-k-m | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 39.65 | 20.61 | 25.307 | 209.822 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q5-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q6-k | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 60.69 | 24.29 | 21.15 | 149.933 | off | owner-measured | Andrew | 2026-06-21T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q6-k-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-27b-q6-k | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 59.91 | 23.84 | 21.355 | 150.005 | off | owner-measured | Andrew | 2026-06-21T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q6-k-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q6-k | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 61.42 | 25.22 | 21.869 | 208.977 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q6-k-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q6-k | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 60.29 | 24.82 | 22.115 | 209.72 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q6-k-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q6-k | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 54.38 | 23.41 | 23.268 | 210.662 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q6-k-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q6-k | 27 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 39.75 | 18.71 | 27.955 | 211.029 | off | owner-measured | Andrew | 2026-06-20T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q6-k-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q8-0 | 27 | gguf-q8_0 | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 57.44 | 20.56 | 27.238 | 195.785 | off | owner-measured | Andrew | 2026-06-21T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q8-0-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q8-0 | 27 | gguf-q8_0 | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 56.33 | 20.3 | 27.484 | 197.105 | off | owner-measured | Andrew | 2026-06-21T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q8-0-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-27b-q8-0 | 27 | gguf-q8_0 | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 51.36 | 19.36 | 28.637 | 198.847 | off | owner-measured | Andrew | 2026-06-21T00:00:00 | Seeded from llm-lab card-bench qwen36-27b-q8-0-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 190.68 | 131.93 | 20.932 | 129.957 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 183.94 | 128.38 | 21 | 127.788 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 16,384 | 1 | 175.01 | 122.31 | 21.105 | 131.545 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 20,000 | 1 | 170.63 | 120.78 | 21.154 | 131.666 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 1 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 158.7 | 113.1 | 21.318 | 136.912 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 191.06 | 135.2 | 21.408 | 166.278 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 183.92 | 130.08 | 21.518 | 165.614 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 16,384 | 1 | 177.3 | 124.76 | 21.689 | 167.464 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 159.38 | 116.25 | 22.041 | 170.65 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q4-k-m | 35 | gguf-q4_k_m | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 98.39 | 77.03 | 24.162 | 181.737 | off | owner-measured | Andrew | 2026-06-15T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q4-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q5-k-m | 35 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 182.97 | 128.49 | 25.434 | 165.47 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q5-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q5-k-m | 35 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 178.37 | 124.51 | 25.543 | 181.605 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q5-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q5-k-m | 35 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 154.71 | 111.12 | 26.066 | 180.086 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q5-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q5-k-m | 35 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 98.21 | 75.1 | 28.188 | 183.598 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q5-k-m-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q6-k | 35 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 177.95 | 125.62 | 28.09 | 166.017 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q6-k-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q6-k | 35 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 171.19 | 121.63 | 28.199 | 181.394 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q6-k-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q6-k | 35 | other | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 95.98 | 74.12 | 30.844 | 183.706 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q6-k-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q8-0 | 35 | gguf-q8_0 | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 2,048 | 1 | 178.06 | 119.41 | 35.166 | 159.313 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q8-0-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q8-0 | 35 | gguf-q8_0 | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 8,192 | 1 | 173.8 | 115.91 | 35.275 | 175.325 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q8-0-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q8-0 | 35 | gguf-q8_0 | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 32,768 | 1 | 151.94 | 105 | 35.799 | 180.171 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q8-0-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
desktop | 24 | gddr7 | 192 | 672 | 140 | 16 | 2 | qwen36-35b-a3b-q8-0 | 35 | gguf-q8_0 | llama.cpp | 94a220cd6745e6e3f8de62870b66fd5b9bc92700 | 610.43.02 | Ubuntu 24.04.4 LTS | 131,072 | 1 | 95.49 | 71.84 | 37.92 | 179.894 | off | owner-measured | Andrew | 2026-06-17T00:00:00 | Seeded from llm-lab card-bench qwen36-35b-a3b-q8-0-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement. |
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