GPU comparison

MI250X vs P100

Specifications and current cloud pricing, side by side.

CDNA 2vsPascalUpdated 34 days ago

The MI250X wins for the most common use case of large scale training because its 383 TFLOPS dense FP16 and 128 GB VRAM exceed the P100 18.7 TFLOPS dense FP16 and 16 GB VRAM by wide margins.

MI250X listed from $1.28/GPU/hrP100 listed from $0.09/GPU/hr

Right now, from live stock

Specifications Compared

SpecMI250XP100
TDP560W250W
VRAM128 GB16 GB
CUDA CoresNot published3,584
Memory TypeHBM2eHBM2
ArchitectureCDNA 2Pascal
FP16 (dense)383 TFLOPS18.7 TFLOPS
Form FactorsOAMSXM2, PCIe
INT8 (dense)383 TOPSNot published
InterconnectInfinity Fabric, PCIe 4.0NVLink, PCIe 3.0
FP32 Performance47.9 TFLOPS9.3 TFLOPS
FP64 Performance47.9 TFLOPS4.7 TFLOPS
Memory Bandwidth3,277 GB/s732 GB/s

Performance Analysis

Dense FP16 performance on the MI250X reaches 383 TFLOPS while the P100 delivers 18.7 TFLOPS dense FP16. This gap allows the MI250X to process larger models or higher batch sizes during training and inference. Memory bandwidth of 3277 GB/s on the MI250X supports sustained data movement that exceeds the 732 GB/s available on the P100. The 560W TDP of the MI250X versus the 250W TDP of the P100 reflects the power cost of these higher dense FP16 and FP32 figures.

Current On-Demand Offers

Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.

MI250X

MI250X is not offered on-demand by any provider we track right now. See the MI250X rental page for last-seen listed prices and a price alert.

P100

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiTexas, US1$0.09—Deploy

1 provider in stock, 2 offers (cheapest per provider shown). All P100 offers, price history and alerts

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When to Choose the MI250X

The MI250X suits workloads that require 128 GB of VRAM and 383 TFLOPS dense FP16. Scientific computing tasks benefit from the 47.9 TFLOPS FP32 rating and 3277 GB/s bandwidth when handling large datasets.

When to Choose the P100

The P100 fits scenarios where 16 GB of VRAM and 9.3 TFLOPS FP32 suffice for lighter inference or legacy code. Its 250W TDP supports deployments with stricter power limits than the 560W requirement of the MI250X.

Use Cases

LLM Training
MI250X

The MI250X supplies 383 TFLOPS dense FP16 and 128 GB VRAM that exceed the P100 18.7 TFLOPS dense FP16 and 16 GB VRAM.

LLM Inference
MI250X

Dense FP16 throughput of 383 TFLOPS on the MI250X enables faster token generation than the 18.7 TFLOPS dense FP16 on the P100.

Fine-tuning
MI250X

The 3277 GB/s bandwidth and 128 GB VRAM on the MI250X accommodate larger fine tuning batches than the P100 732 GB/s and 16 GB.

Stable Diffusion
Either

Both GPUs can run inference though the MI250X 383 TFLOPS dense FP16 offers higher throughput than the P100 18.7 TFLOPS dense FP16.

Scientific Computing
MI250X

FP32 performance of 47.9 TFLOPS on the MI250X surpasses the 9.3 TFLOPS on the P100 for simulation workloads.

Frequently Asked Questions

How does FP16 performance compare on these GPUs?▾

The MI250X reaches 383 TFLOPS dense FP16. The P100 reaches 18.7 TFLOPS dense FP16.

What are the TDP ratings for MI250X and P100?▾

The MI250X TDP is 560W. The P100 TDP is 250W.

Which GPU has higher memory bandwidth?▾

The MI250X provides 3277 GB/s. The P100 provides 732 GB/s.

Can the P100 run modern LLM training?▾

The P100 offers 9.3 TFLOPS FP32 and 16 GB VRAM. These numbers limit it to smaller models compared with the MI250X 47.9 TFLOPS FP32 and 128 GB.

What interconnects do these GPUs use?▾

The MI250X uses Infinity Fabric and PCIe 4.0. The P100 uses NVLink and PCIe 3.0.

Which is cheaper to rent, the MI250X or the P100?▾

Cloud rental prices for both the MI250X and P100 vary by provider, configuration, and availability. This page shows live pricing from 25+ providers updated every 60 seconds. Scroll to the Live Cloud Pricing section to compare current rates.

How much VRAM does the MI250X have compared to the P100?▾

The MI250X has 128 GB of HBM2e memory. The P100 has 16 GB of HBM2 memory.

Can I find MI250X and P100 GPUs available to rent right now?▾

Yes. This page shows real-time availability across 25+ cloud GPU providers. The Live Cloud Pricing section displays only in-stock offers with current pricing.

What is the main difference between the MI250X and the P100?▾

The MI250X uses the CDNA 2 architecture (2021) while the P100 uses Pascal (2016). The MI250X delivers 20.5x the dense FP16 throughput (383 vs 18.7 TFLOPS, both without sparsity) and 4.5x the memory bandwidth of the P100.

Rent these GPUs

Each GPU page lists every current on-demand offer by provider, per GPU-hour, updated every minute.

Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the MI250X and the P100. Dense and sparse throughput are listed separately.
  • Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
  • The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
  • Read how we collect the data, or report an error on this page.

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