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Can I run this LLM?

Can a Mac Studio M5 Ultra (256GB) run Gemma 4 26B-A4B (MoE)?

Gemma · Apache 2.0 · estimated for a 256.0 GB machine at 4K context.

Yes — it runs great.

Runs great

Best fit: Gemma 4 26B-A4B (MoE) at FP16 · 50.5 GB weights · 63–95 tok/s on a Mac Studio M5 Ultra (256GB).

Arena Text Overall · style-controlled

1,438FP16 untested

gemma-4-26b-a4b · published configuration reference · FP16 not tested

Arena Text Overall (style-controlled), exact published entry gemma-4-26b-a4b, 2026-10-08: reference rating 1,437.6. Published confidence bounds 1,430.2–1,445.1. 6,092 votes. Published gemma-4-26b-a4b configuration reference. Reasoning mode is not disclosed by the Arena dataset. Tested precision, runtime and sampling settings are not disclosed in this dataset. Selected FP16 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

Total memory at 4K context
51.6 GB
Weights + KV cache + runtime overhead
Estimated generation
63–95 tok/s
Estimated first token
~1.5s

Every quantization on this machine

On small screens, each quant lists every metric below its name. On wider screens, scroll sideways for total memory, speed and fit. Keyboard: focus the table, then use the arrow keys. Quant names stay visible.

Gemma 4 26B-A4B (MoE) quantizations on Mac Studio M5 Ultra (256GB), estimated at 4K context. Weights and total memory are shown separately.
QuantWeightsTotal memorySpeedFit
Q2_K10.6 GB11.6 GB122–183 tok/sRuns great
Q3_K_M12.7 GB13.8 GB116–174 tok/sRuns great
Q4_K_M17.0 GB18.0 GB106–159 tok/sRuns great
Q5_K_M21.2 GB22.2 GB98–147 tok/sRuns great
Q6_K23.2 GB24.3 GB94–141 tok/sRuns great
Q8_026.9 GB28.0 GB88–133 tok/sRuns great
FP1650.5 GB51.6 GB63–95 tok/sRuns great

Ran Gemma 4 26B-A4B (MoE) on a Mac Studio M5 Ultra (256GB)? Add your real numbers →