Specifications Compared
| Spec | MI250X | RTX 2000 Ada |
|---|---|---|
| TDP | 560W | 70W |
| VRAM | 128 GB | 16 GB |
| CUDA Cores | Not published | 2,816 |
| Memory Type | HBM2e | GDDR6 |
| Architecture | CDNA 2 | Ada Lovelace |
| FP16 (dense) | 383 TFLOPS | Not published |
| Form Factors | OAM | PCIe |
| INT8 (dense) | 383 TOPS | Not published |
| Interconnect | Infinity Fabric, PCIe 4.0 | PCIe 4.0 |
| Tensor Cores | Not published | 88 |
| FP32 Performance | 47.9 TFLOPS | 12 TFLOPS |
| FP64 Performance | 47.9 TFLOPS | Not published |
| Memory Bandwidth | 3,277 GB/s | 224 GB/s |
| FP8 (with sparsity) | Not published | 191.9 TFLOPS |
Performance Analysis
The MI250X delivers 383 TFLOPS of dense FP16 performance that supports larger model training workloads than the RTX 2000 Ada which lacks a published dense FP16 figure. Memory bandwidth of 3277 GB/s on the MI250X compared to 224 GB/s on the RTX 2000 Ada permits substantially larger batch sizes during both training and inference operations. The RTX 2000 Ada supplies 191.9 TFLOPS of FP8 performance with sparsity that can accelerate certain inference paths while the MI250X supplies 383 TOPS of dense INT8 performance for equivalent dense workloads.
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 2000 Ada
RTX 2000 Ada is not offered on-demand by any provider we track right now. See the RTX 2000 Ada rental page for last-seen listed prices and a price alert.
Notify me when MI250X drops below a price
One email when the cheapest in-stock on-demand price per GPU-hour falls below your threshold.
QuantaCloud
Comparing providers? We broker across all of them.
Stop tab-switching between pricing pages. Tell us what you need, 16+ GPUs reserved or cluster capacity, and we return one quote at partner rates within 24 hours.
When to Choose the MI250X
The MI250X suits scenarios that require 128 GB of memory and 383 TFLOPS of dense FP16 performance such as large scale model training on a single accelerator. Its 3277 GB/s memory bandwidth further enables handling of datasets that exceed the capacity limits of the RTX 2000 Ada.
When to Choose the RTX 2000 Ada
The RTX 2000 Ada fits deployments constrained to 70W TDP and PCIe form factor where 12 TFLOPS of FP32 performance meets modest inference or fine tuning demands. Its 191.9 TFLOPS of FP8 performance with sparsity provides efficiency for lighter workloads in standard server slots.
Use Cases
The MI250X supplies 128 GB memory and 383 TFLOPS dense FP16 performance that accommodate large models.
The MI250X offers 3277 GB/s bandwidth and 383 TOPS dense INT8 performance for sustained large batch inference.
The MI250X provides 47.9 TFLOPS FP32 performance and 128 GB memory that support parameter updates on sizable models.
The RTX 2000 Ada delivers 191.9 TFLOPS FP8 performance with sparsity at a 70W TDP for efficient image generation.
The MI250X supplies 47.9 TFLOPS FP32 performance and 3277 GB/s bandwidth for compute intensive simulations.
Frequently Asked Questions
What are the FP32 performance numbers?▾
The MI250X reaches 47.9 TFLOPS in FP32 while the RTX 2000 Ada reaches 12 TFLOPS in FP32.
Which GPU has higher memory bandwidth?▾
The MI250X provides 3277 GB/s memory bandwidth compared to 224 GB/s on the RTX 2000 Ada.
What power limits apply to each card?▾
The MI250X carries a 560W TDP while the RTX 2000 Ada carries a 70W TDP.
Does the MI250X publish an FP8 figure?▾
The MI250X does not publish an FP8 figure while the RTX 2000 Ada publishes 191.9 TFLOPS of FP8 performance with sparsity.
What interconnect options exist?▾
The MI250X supports Infinity Fabric and PCIe 4.0 while the RTX 2000 Ada supports PCIe 4.0.
Which is cheaper to rent, the MI250X or the RTX 2000 Ada?▾
Cloud rental prices for both the MI250X and RTX 2000 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 2000 Ada?▾
The MI250X has 128 GB of HBM2e memory. The RTX 2000 Ada has 16 GB of GDDR6 memory.
Can I find MI250X and RTX 2000 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 2000 Ada?▾
The MI250X uses the CDNA 2 architecture (2021) while the RTX 2000 Ada uses Ada Lovelace (2024). The MI250X has 128 GB of HBM2e at 3,277 GB/s; the RTX 2000 Ada has 16 GB of GDDR6 at 224 GB/s, so the MI250X has 14.6x the memory bandwidth of the RTX 2000 Ada.
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 RTX 2000 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.
Next steps
- Rent MI250XEvery current offer by provider, daily price history and a price alert.
- Rent RTX 2000 ADAEvery current offer by provider, daily price history and a price alert.
- GPU price indexHow on-demand prices for the major GPUs have moved, updated daily.
- All GPUsEvery GPU we track, with current lows and provider counts.