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Rig report

Laptop CPU, DDR5 dual-channel (16GB)

16.0 GB memory · 70 GB/s · 40 of 69 tracked models fit

Highest Arena reference that fits

Qwen3.8 27BTight / slow

Q2_K · 10.8 GB weights · 11.9 GB total · 2–3 tok/s · Arena reference 1,438

Arena is a published configuration reference. Selected Q2_K is untested by this reference.

Arena reference details

Arena Text Overall · style-controlled

1,438Q2_K untested

qwen3.8-27b · published configuration reference · Q2_K not tested

Arena Text Overall (style-controlled), exact published entry qwen3.8-27b, 2026-10-08: reference rating 1,438.1. Published confidence bounds 1,432.8–1,443.4. 20,711 votes. Published qwen3.8-27b configuration reference. Reasoning mode is not disclosed by the Arena dataset. Tested precision, runtime and sampling settings are not disclosed in this dataset. Selected Q2_K has not been measured by this Arena entry. No quantization quality adjustment is applied.

Snapshot published 2026-10-08 · snapshot imported 2026-10-11 UTC · validated last-good data · manual refresh

Arena leaderboard dataset · Arena / lmarena-ai, Arena Leaderboard Dataset (CC BY 4.0). Selected Text Overall style-controlled rows; field names adapted, ratings unchanged. · dataset CC BY 4.0 · revision e16f90232986

Fastest that fits: LFM2.5 24B A2B at 20–29 tok/s

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Estimates from device specs and model architectures, refined by community benchmarks. See the methodology.