estimates · not the board
What this class can run.
Guesses until signed scores exist. The arena is the board.
5090 4090 3090 A6000 L40S Spark 2× Spark 2× 4090 2× 3090 H100 Strix Halo M3 512
RTX 5090 32GB · 1792 GB/s · 32607 MiB · cuda
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primary
40 [est]
qwen3.8-27b Q4_K_M
Fits 32GB with 64k KV. Interactive resident pin class — not a fat-MoE box.
No independent scores yet — this number is an estimate.
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stretch
18 [est]
llama-4-scout-class Q4_K_M
Possible if the working set stays inside 32GB. Confirm with a measured bundle.
No independent scores yet — this number is an estimate.
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dont
—
Capacity miss (~150GB+ class). Different machine (multi-node / unified 512).
No independent scores yet — this number is an estimate.