H100 MEGA vs M4 Max (128 GB)

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Side-by-side GPU comparison: specs, memory, compute performance, and live cloud pricing.

Verdict

M4 Max (128 GB) has 16 GB more VRAM, making it better suited for large models and long context windows. For compute-bound workloads like training, H100 MEGA delivers 29.3× higher FP16 throughput. M4 Max (128 GB) supports a broader range of models (637 vs 636 from this catalog), giving more flexibility.

Specifications

H100 MEGAM4 Max (128 GB)
VRAM80 GB96 GB
VRAM TypeHBM3LPDDR5X
Memory Bandwidth3.4 TB/s0.5 TB/s
FP16 Performance990 TFLOPS34 TFLOPS
ManufacturerNVIDIAApple
FP8 SupportYesNo
FP4 SupportNoNo

Price / Performance

Based on cheapest single-GPU on-demand pricing. Lower $/TFLOP = better compute value; lower $/GB = better memory value.

H100 MEGAM4 Max (128 GB)
$/hr (cheapest)$1.80
$/TFLOP (compute value)$0.0018
$/GB VRAM (memory value)$0.0225

Cloud Pricing

Cheapest on-demand price per provider (single GPU).

H100 MEGA

ProviderOn-demandSpotRent
Vast.ai$1.80/hrRent
RunPod$2.39/hr$1.25/hrRent
Nebius$2.95/hr$1.25/hr
Lambda$3.29/hr
Google Cloud$4.20/hr$1.14/hr
Amazon Web Services$6.88/hr$2.81/hr
Microsoft Azure$6.98/hr$6.98/hr

M4 Max (128 GB)

No cloud pricing available.

Model Compatibility

Models from the catalog that fit on each GPU, grouped by required precision.

H100 MEGA (636 models)

M4 Max (128 GB) (637 models)

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Pricing data refreshed hourly · Last updated April 11, 2026 · Browse all comparisons