Written by Jakub Rusinowski · Last updated August 15, 2026
Yes. GLM-6 355B-A32B needs 214.3 GB at Q4_K_M and the Apple M3 Ultra has 512 GB, leaving about 297.7 GB of headroom, at roughly 20 tok/s (estimated) with room for up to 128K of context.
| Model | GLM-6 355B-A32B |
| Parameters | 355B (32B active) |
| Quantization | Q4_K_M |
| VRAM needed | 214.3 GB |
| Apple M3 Ultra VRAM | 512 GB |
| Verdict | Runs |
| Max context | 128K |
| Estimated speed | ~20 tok/s |
Nothing to change — run it at Q4_K_M. If you want more capability, check whether the next size up also fits.
Running GLM-6 355B-A32B on this card:
At 2 hrs/day, buying (~$3,999) beats renting at $23.12/hr after about 3 months.
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
All GLM-6 sizes on the Apple M3 Ultra | VRAM calculator for GLM-6 355B-A32B | Apple M3 Ultra GPU page | Check your hardware