Highest Arena reference that fits

Gemma 3 12BRuns great

Q2_K · 4.8 GB weights · 6.2 GB total · 32–48 tok/s · Arena reference 1,342

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

Arena reference details

Arena Text Overall · style-controlled

1,342Q2_K untested

gemma-3-12b-it · published configuration reference · Q2_K not tested

Arena Text Overall (style-controlled), exact published entry gemma-3-12b-it, 2026-10-08: reference rating 1,341.8. Published confidence bounds 1,332.3–1,351.3. 3,829 votes. Published gemma-3-12b-it 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 8B-A1B (MoE) at 128–192 tok/s

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