Can I Run GPT-OSS on Apple M1 Ultra?

Written by Jakub Rusinowski · Last updated August 15, 2026

Yes, comfortably — you'll have ~55.6 GB of headroom running GPT-oss 120B at Q4_K_M (72.45 GB, ~6 tok/s (est.)) with room for up to 64K context.

Buy This HardwareApple Mac Studio M1 Ultra — 128 GB VRAM · 60 W board powerDeploy in the Cloud NowNVIDIA A100 80GB on RunPod — from $1.39/hr · rate checked 2026-07

or compare on Vast.ai from $0.77/hr (typical low · varies)

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Apple Mac Studio M1 Ultra
128 GB VRAM · 60 W board power
2026 prices are volatile — check the current listing.
Check price on Amazon

Apple M1 Ultra Specs

VRAM128 GB unified memory
Memory Bandwidth800 GB/s

GPT-oss 120B on the Apple M1 Ultra: VRAM by quantization

QuantVRAM neededFits 128 GB?Max context
F16241.1 GB✗ No
Q8_0128.6 GB✗ No
Q6_K99.5 GB✓ Yes64K
Q5_K_M86.2 GB✓ Yes64K
Q4_K_M73.6 GB✓ Yes64K
Q3_K_M52.3 GB✓ Yes64K
Q2_K40.6 GB✓ Yes64K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 128 GB of unified memory. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

GPT-OSS Sizes That Fit the Apple M1 Ultra

GPT-oss 120BQ4_K_M · 72.45 GB · ~6 tok/s (est.)
GPT-OSS 20BMXFP4 · 10.625 GB · ~36 tok/s (est.)
Buy vs. rent GPT-OSS
Buy the GPU
~$3,999
Apple M1 Ultra · MSRP
Rent by the hour
from $0.77/hr
A100 (80 GB) class

At 2 hrs/day, buying (~$3,999) beats renting at $0.77/hr after about 7.2 years.

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Vast.ai $0.77/hr · typical low · varies
Rent on Vast.ai →
RunPod $1.39/hr
Rent on RunPod →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

GPT-OSS on the Apple M1 Ultra — does it fit?

Yes, comfortably — you'll have ~55.6 GB of headroom running GPT-oss 120B at Q4_K_M (72.45 GB, ~6 tok/s (est.)) with room for up to 64K context.

Which GPT-OSS variant fits best on the Apple M1 Ultra?

GPT-oss 120B at Q4_K_M quantization (72.45 GB), estimated ~6 tokens/sec, up to 64K context.

GPT-OSS on Other GPUs

Popular Models on the Apple M1 Ultra

VRAM Tier

Troubleshooting

Buying Guide

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