Can I Run MiniMax M3 on MacBook Pro 16" (M4 Max, 128 GB)?
Autor: Jakub Rusinowski · Ostatnia aktualizacja: 25 października 2026
No
No — MiniMax M3 does not fit in MacBook Pro 16" (M4 Max, 128 GB). Even at Q2_K it needs about 145.9 GB against 96 GB usable, a shortfall of roughly 49.9 GB.
Confidence: medium
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MacBook Pro 16" (M4 Max, 128 GB) — what it gives a model
| Usable memory for models | 96 GB |
| Memory bandwidth | 546 GB/s |
| Form factor | Laptop |
| Operating system | macOS |
| Memory upgradeable | No — soldered |
MiniMax M3 on MacBook Pro 16" (M4 Max, 128 GB): memory by quantization
| Quant | Memory needed | Fits 96 GB? | Max context | Est. speed | Download |
|---|---|---|---|---|---|
| F16 | 861.2 GB | ✗ No | — | — | 856 GB |
| Q8_0 | 459.9 GB | ✗ No | — | — | 454.8 GB |
| Q6_K | 356.1 GB | ✗ No | — | — | 351 GB |
| Q5_K_M | 308.5 GB | ✗ No | — | — | 303.3 GB |
| Q4_K_M | 263.6 GB | ✗ No | — | — | 258.4 GB |
| Q3_K_M | 187.6 GB | ✗ No | — | — | 182.4 GB |
| Q2_K | 145.9 GB | ✗ No | — | — | 140.7 GB |
Which MiniMax M3 sizes fit
| Variant | Needs at Q4_K_M | Fits? | Est. speed |
|---|---|---|---|
| MiniMax M3 428B-A23B | 263.6 GB | ✗ Too large | — |
| MiniMax M3.1 Flash 428B-A23B | 263.6 GB | ✗ Too large | — |
What to watch out for
- This model does not publish its full attention configuration, so the KV-cache share of these figures is inferred from its parameter count rather than computed exactly.
- Memory on this machine is not upgradeable, so the configuration you buy is the ceiling for every model you will ever run on it.
MacBook Pro M4 Max 128 GB limitations
- Unified memory is soldered — the 128 GB decision is permanent and cannot be upgraded later.
- Sustained decode speed on battery is materially below the plugged-in figures quoted here.
Recommended setup
Ollama or LM Studio (Metal) — MLX for the fastest Apple-native throughput
How these numbers are calculated
- Memory need = quantized weights + KV cache at 8,192 tokens (f16) + 0.8 GB runtime overhead.
- 128 GB unified memory at 546 GB/s, shared between CPU and GPU.
- macOS reserves a share of unified memory for the system, so not all of it is available to a model.
- Throughput is a memory-bandwidth roofline estimate, not a measurement. It is labelled "estimated" everywhere it appears.
- KV cache is inferred from the parameter count because this model does not publish its full attention configuration.
FAQ
Can I run MiniMax M3 on MacBook Pro 16" (M4 Max, 128 GB)?
No — MiniMax M3 does not fit in MacBook Pro 16" (M4 Max, 128 GB). Even at Q2_K it needs about 145.9 GB against 96 GB usable, a shortfall of roughly 49.9 GB.
What limits MiniMax M3 on MacBook Pro 16" (M4 Max, 128 GB)?
Memory. MacBook Pro 16" (M4 Max, 128 GB) provides about 96 GB usable, and the smallest quantization of this model needs 145.9 GB.
Which runtime should I use?
Ollama or LM Studio (Metal) — MLX for the fastest Apple-native throughput
Other Models on MacBook Pro 16" (M4 Max, 128 GB)
- Ministral on MacBook Pro 16" (M4 Max, 128 GB)
- Ministral 3 on MacBook Pro 16" (M4 Max, 128 GB)
- Mistral Family on MacBook Pro 16" (M4 Max, 128 GB)
- Mistral Small 3.1 on MacBook Pro 16" (M4 Max, 128 GB)
- Mistral Small 3.2 on MacBook Pro 16" (M4 Max, 128 GB)
MiniMax M3 on GPUs
- MiniMax M3 on Apple M4 Max
- MiniMax M3 on Apple M3 Max
- MiniMax M3 on Apple M2 Ultra
- MiniMax M3 on Apple M2 Max
What This Model Is Good At
Model & Tools
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