L
localai.computer
ModelsGPUsSystemsAI SetupsBuildsOpenClawMethodology

Resources

  • Methodology
  • Submit Benchmark
  • About

Browse

  • AI Models
  • GPUs
  • PC Builds

Guides

  • OpenClaw Guide
  • How-To Guides

Legal

  • Privacy
  • Terms
  • Contact

© 2025 localai.computer. Hardware recommendations for running AI models locally.

ℹ️We earn from qualifying purchases through affiliate links at no extra cost to you. This supports our free content and research.

Can Apple M3 Max run MiniMaxAI/MiniMax-M2.1?

Runs Q4128GB VRAM availableRequires 128GB+

Apple M3 Max meets the minimum VRAM requirement for Q4 inference of MiniMaxAI/MiniMax-M2.1. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

What this means for you

Apple M3 Max can run MiniMaxAI/MiniMax-M2.1 with Q4 quantization. At approximately 7 tokens/second, you can expect Low speed - consider quantization or stronger GPU.

VRAM usage will be very close to your GPU's limit. Consider closing other applications or using Q3 quantization for more margin.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q4128GB128GB6.95 tok/s⚠️ Tight fit
Q8256GB128GB4.90 tok/s❌ Not recommended
FP16512GB128GB2.57 tok/s❌ Not recommended

Best current price

Apple M3 Max
$3,999.00 on Amazon
Check Price

Suitable alternatives

AMD Instinct MI300X
192GB
97.67 tok/s
Price: —
NVIDIA H200 SXM 141GB
141GB
78.93 tok/s
Price: —
AMD Instinct MI250X
128GB
60.89 tok/s
Price: —
Apple M2 Ultra
192GB
13.96 tok/s
Price: $5,999.00
View price
Apple M4 Max
128GB
7.93 tok/s
Price: —

More questions

Apple M3 Max specs & pricingFull guide for MiniMaxAI/MiniMax-M2.1MiniMaxAI/MiniMax-M2.1 speed on Apple M3 MaxMiniMaxAI/MiniMax-M2.1 Q4 requirements