Specifications Compared
| Spec | MI250X | RTX-5880-ADA |
|---|---|---|
| TDP | 560W | 285W |
| VRAM | 128 GB | 48 GB |
| Memory Type | HBM2e | GDDR6 |
| Architecture | CDNA 2 | Ada Lovelace |
| Form Factors | OAM | PCIe |
| Interconnect | Infinity Fabric | |
| FP16 Performance | 383 TFLOPS | 69.7 TFLOPS |
| FP32 Performance | 383 TFLOPS | 69.7 TFLOPS |
| FP64 Performance | 48 TFLOPS | |
| Memory Bandwidth | 3,277 GB/s | 960 GB/s |
Performance Analysis
Raw compute power favors the MI250X decisively: its 383 TFLOPS in FP16 and FP32 dwarfs the RTX 5880 Ada's 69.7 TFLOPS in both, enabling faster matrix multiplications critical for deep learning training and inference. This gap translates to the MI250X handling larger models or datasets up to five times quicker in tensor operations, assuming software optimization parity.
Memory specifications amplify this advantage: the MI250X's 128 GB HBM2e VRAM and 3277 GB/s bandwidth support massive batch sizes in LLM training, reducing data loading bottlenecks compared to the RTX 5880 Ada's 48 GB GDDR6 and 960 GB/s. In practice, this allows the MI250X to process models exceeding 48 GB without multi-GPU splitting, ideal for inference on large language models where the RTX 5880 Ada risks out-of-memory errors.
Power efficiency shows the RTX 5880 Ada ahead with 285W TDP versus 560W: it suits edge or small-cluster setups but yields in sustained high-throughput workloads. The MI250X's Infinity Fabric aids multi-GPU scaling, absent in the PCIe-bound RTX 5880 Ada, enhancing distributed training performance.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
MI250X
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 Cirrascale | 4×AMD Instinct MI250X 128GB VRAM | 128GB | 256 vCPU 1024GB RAM 11882GB Storage | United States | $1.28/GPU/hr $5.12/hr total (4×) | |||
Cirrascale | 4×AMD Instinct MI250X 128GB VRAM | 128GB | 256 vCPU 1024GB RAM 11882GB Storage | United States | $1.44/GPU/hr $5.76/hr total (4×) | |||
Cirrascale | 4×AMD Instinct MI250X 128GB VRAM | 128GB | 256 vCPU 1024GB RAM 11882GB Storage | United States | $1.52/GPU/hr $6.08/hr total (4×) | |||
Cirrascale | 4×AMD Instinct MI250X 128GB VRAM | 128GB | 256 vCPU 1024GB RAM 11882GB Storage | United States | $1.60/GPU/hr $6.40/hr total (4×) |
When to Choose the MI250X
The MI250X suits large-scale AI training and HPC simulations: its 128 GB HBM2e VRAM accommodates models like 175B-parameter LLMs without sharding, and 3277 GB/s bandwidth sustains high batch sizes. At $1.28 per hour average pricing, it delivers value for cloud runs exceeding hours, leveraging 383 TFLOPS FP16 for rapid convergence.
Datacenter operators prefer its OAM form factor and Infinity Fabric for fabric-linked clusters, outperforming PCIe-limited alternatives in multi-node jobs.
When to Choose the RTX 5880 Ada
The RTX 5880 Ada fits workstation-based workflows or power-constrained environments: its 285W TDP enables deployment in standard PCIe slots without extensive cooling, ideal for on-premises visualization or prototyping. The 2024 Ada Lovelace architecture offers optimized drivers for NVIDIA's ecosystem, including CUDA advancements absent in the 2021 CDNA 2.
Solo developers choose it for moderate inference tasks under 48 GB VRAM, avoiding the MI250X's 560W draw and cloud-only availability.
Use Cases
The MI250X's 128 GB VRAM and 383 TFLOPS FP16 handle massive datasets and parameters without splitting. Its 3277 GB/s bandwidth supports large batches for faster epochs.
128 GB HBM2e fits full models like GPT-3 scale, with 383 TFLOPS enabling high throughput. Bandwidth of 3277 GB/s minimizes latency versus 960 GB/s.
High FP32 at 383 TFLOPS accelerates gradient computations on large adapters. 128 GB VRAM avoids OOM during PEFT on billion-parameter models.
RTX 5880 Ada's Ada architecture optimizes diffusion pipelines via TensorRT, with 48 GB sufficient for high-res generations. Lower 285W TDP suits iterative creative work.
MI250X's 383 TFLOPS FP32 and Infinity Fabric excel in parallel simulations like CFD. 3277 GB/s bandwidth handles large matrices in HPC codes.
Frequently Asked Questions
Which GPU has more VRAM, MI250X or RTX 5880 Ada?▾
The MI250X provides 128 GB of HBM2e VRAM, exceeding the RTX 5880 Ada's 48 GB GDDR6. This makes the MI250X better for memory-bound tasks like large LLM loading. Bandwidth follows suit at 3277 GB/s versus 960 GB/s.
What is the FP16 performance difference between MI250X and RTX 5880 Ada?▾
MI250X achieves 383 TFLOPS in FP16, over five times the RTX 5880 Ada's 69.7 TFLOPS. This gap accelerates AI training and inference significantly. FP32 matches this ratio at identical rates per GPU.
How much does the MI250X cost per hour in the cloud?▾
Cloud pricing for MI250X starts at $1.28 per hour, averaging $1.46 across four providers. RTX 5880 Ada has no live offers. Costs suit extended high-compute jobs.
Which GPU uses less power, MI250X or RTX 5880 Ada?▾
RTX 5880 Ada consumes 285W TDP, half the MI250X's 560W. This favors RTX for power-limited workstations. MI250X prioritizes density over efficiency.
Is MI250X or RTX 5880 Ada better for multi-GPU setups?▾
MI250X leverages Infinity Fabric for low-latency scaling, unlike PCIe-only RTX 5880 Ada. Its OAM form suits racks. This excels in distributed training.
What architectures power these GPUs?▾
MI250X uses AMD CDNA 2 from 2021, RTX 5880 Ada employs NVIDIA Ada Lovelace from 2024. Newer architecture aids RTX software features. Compute specs favor MI250X.
Which is cheaper to rent, the MI250X or the RTX 5880 Ada?▾
Cloud rental prices for both the MI250X and RTX 5880 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 5880 Ada?▾
The MI250X has 128 GB of HBM2e memory. The RTX 5880 Ada has 48 GB of GDDR6 memory.
Can I find MI250X and RTX 5880 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 5880 Ada?▾
The MI250X uses the CDNA 2 architecture (2021) while the RTX 5880 Ada uses Ada Lovelace (2024). The MI250X delivers 5.5x the FP16 throughput and 3.4x the memory bandwidth of the RTX 5880 Ada.