GPU comparison

MI250X vs RTX 5000 Ada

Specifications and current cloud pricing, side by side.

CDNA 2vsAda LovelaceUpdated 31 days ago

The MI250X wins for the most common use case of LLM training. The 128 GB VRAM and 383 TFLOPS dense FP16 rating enable larger models than the 32 GB VRAM and unpublished dense FP16 rating on the RTX 5000 Ada.

MI250X listed from $1.28/GPU/hrRTX 5000 Ada listed from $0.55/GPU/hr

Specifications Compared

SpecMI250XRTX 5000 Ada
TDP560W250W
VRAM128 GB32 GB
CUDA CoresNot published12,800
Memory TypeHBM2eGDDR6
ArchitectureCDNA 2Ada Lovelace
FP16 (dense)383 TFLOPSNot published
Form FactorsOAMPCIe
INT8 (dense)383 TOPSNot published
InterconnectInfinity Fabric, PCIe 4.0PCIe 4.0
Tensor CoresNot published400
FP32 Performance47.9 TFLOPS65.3 TFLOPS
FP64 Performance47.9 TFLOPSNot published
Memory Bandwidth3,277 GB/s576 GB/s
FP8 (with sparsity)Not published1,044.4 TFLOPS

Performance Analysis

The MI250X delivers 383 TFLOPS dense FP16 while the RTX 5000 Ada does not publish a dense FP16 figure. The MI250X FP32 rating of 47.9 TFLOPS sits below the RTX 5000 Ada FP32 rating of 65.3 TFLOPS. The 3277 GB/s bandwidth on the MI250X supports larger batch sizes than the 576 GB/s bandwidth on the RTX 5000 Ada during both training and inference. The 128 GB VRAM capacity on the MI250X accommodates models that exceed the 32 GB VRAM capacity on the RTX 5000 Ada. The 383 TOPS dense INT8 rating on the MI250X provides a direct dense comparison point where the RTX 5000 Ada figure remains unpublished.

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.

RTX 5000 Ada

RTX 5000 Ada is not offered on-demand by any provider we track right now. See the RTX 5000 Ada rental page for last-seen listed prices and a price alert.

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When to Choose the MI250X

The MI250X suits workloads that require the 128 GB HBM2e VRAM capacity and 3277 GB/s memory bandwidth. Scientific computing jobs that fit within the 47.9 TFLOPS FP32 rating benefit from the higher capacity interconnect via Infinity Fabric. Training sessions that utilize the 383 TFLOPS dense FP16 rating scale with the larger memory pool.

When to Choose the RTX 5000 Ada

The RTX 5000 Ada suits deployments that require the 250W TDP and PCIe form factor. Inference tasks that exploit the 1044.4 TFLOPS FP8 with sparsity rating run efficiently within the 32 GB GDDR6 limit. Workloads that prioritize lower power draw over memory capacity select the RTX 5000 Ada.

Use Cases

LLM Training
MI250X

The 128 GB VRAM and 383 TFLOPS dense FP16 rating support larger models than the 32 GB VRAM on the RTX 5000 Ada.

LLM Inference
RTX 5000 Ada

The 1044.4 TFLOPS FP8 with sparsity rating and 250W TDP enable efficient operation within the PCIe form factor.

Fine-tuning
MI250X

The 3277 GB/s memory bandwidth and 128 GB VRAM allow bigger batch sizes than the 576 GB/s on the RTX 5000 Ada.

Stable Diffusion
RTX 5000 Ada

The 250W TDP and PCIe form factor fit power constrained environments better than the 560W TDP on the MI250X.

Scientific Computing
MI250X

The 47.9 TFLOPS FP32 rating combined with 128 GB VRAM handles large datasets beyond the 32 GB limit on the RTX 5000 Ada.

Frequently Asked Questions

What is the memory bandwidth difference between the two GPUs?▾

The MI250X reaches 3277 GB/s memory bandwidth. The RTX 5000 Ada reaches 576 GB/s memory bandwidth.

Which GPU lists a dense FP16 performance number?▾

The MI250X lists 383 TFLOPS dense FP16. The RTX 5000 Ada does not publish a dense FP16 figure.

What TDP values appear for each card?▾

The MI250X carries a 560W TDP. The RTX 5000 Ada carries a 250W TDP.

Does the RTX 5000 Ada publish an FP8 figure?▾

The RTX 5000 Ada lists 1044.4 TFLOPS FP8 with sparsity. The MI250X does not publish an FP8 figure.

What form factors distinguish the two GPUs?▾

The MI250X uses the OAM form factor. The RTX 5000 Ada uses the PCIe form factor.

Which is cheaper to rent, the MI250X or the RTX 5000 Ada?▾

Cloud rental prices for both the MI250X and RTX 5000 Ada 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 RTX 5000 Ada?▾

The MI250X has 128 GB of HBM2e memory. The RTX 5000 Ada has 32 GB of GDDR6 memory.

Can I find MI250X and RTX 5000 Ada 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 RTX 5000 Ada?▾

The MI250X uses the CDNA 2 architecture (2021) while the RTX 5000 Ada uses Ada Lovelace (2023). The MI250X has 128 GB of HBM2e at 3,277 GB/s; the RTX 5000 Ada has 32 GB of GDDR6 at 576 GB/s, so the MI250X has 5.7x the memory bandwidth of the RTX 5000 Ada.

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the MI250X and the RTX 5000 Ada. 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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