GPU comparison

RTX 5090 vs RTX A2000

Specifications and current cloud pricing, side by side.

BlackwellvsAmpereUpdated 32 days ago

The RTX 5090 provides the stronger option for the most common use case of large scale model work because its 32 GB memory, 1792 GB/s bandwidth and 104.8 TFLOPS FP32 rating exceed the corresponding specifications of the RTX A2000.

RTX 5090 listed from $0.89/GPU/hrRTX A2000 listed from $0.50/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 5090 at $0.89/hr on Vast.ai

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  • Most providers in stock: RTX 5090 (3)

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Specifications Compared

SpecRTX 5090RTX A2000
TDP575W70W
VRAM32 GB6-12 GB
CUDA Cores21,7603,328
FP4 (dense)1,676 TFLOPSNot published
FP8 (dense)419 TFLOPSNot published
Memory TypeGDDR7GDDR6
ArchitectureBlackwellAmpere
FP16 (dense)209.5 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)838 TOPSNot published
InterconnectPCIe 5.0PCIe 4.0
Tensor Cores680104
FP32 Performance104.8 TFLOPS8 TFLOPS
FP64 Performance1.6 TFLOPSNot published
Memory Bandwidth1,792 GB/s288 GB/s
FP4 (with sparsity)3,352 TFLOPSNot published
FP8 (with sparsity)838 TFLOPSNot published
FP16 (with sparsity)419 TFLOPS63.9 TFLOPS
INT8 (with sparsity)1,676 TOPSNot published

Performance Analysis

The FP16 dense performance of the RTX 5090 reaches 209.5 TFLOPS while the RTX A2000 provides no dense FP16 figure and lists only a sparse FP16 value of 63.9 TFLOPS. The FP32 rating stands at 104.8 TFLOPS for the RTX 5090 against 8 TFLOPS for the RTX A2000. Memory bandwidth of 1792 GB/s on the RTX 5090 supports larger batch sizes during training and inference compared with 288 GB/s on the RTX A2000. Sparse FP16 performance on the RTX 5090 reaches 419 TFLOPS against the 63.9 TFLOPS sparse figure of the RTX A2000.

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.

RTX 5090

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiCzechia, CZ1$0.89—Deploy
RunPodglobal1$1.19—Deploy
LeaderGPUThe Netherlands1$2.29—Deploy

3 providers in stock, 9 offers (cheapest per provider shown). All RTX 5090 offers, price history and alerts

RTX A2000

RTX A2000 is not offered on-demand by any provider we track right now. See the RTX A2000 rental page for last-seen listed prices and a price alert.

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When to Choose the RTX 5090

The RTX 5090 suits workloads that require 32 GB memory capacity and FP32 throughput of 104.8 TFLOPS. Scenarios involving dense FP16 at 209.5 TFLOPS or sparse FP16 at 419 TFLOPS benefit from the higher bandwidth of 1792 GB/s.

When to Choose the RTX A2000

The RTX A2000 fits environments constrained to 70W TDP and PCIe 4.0 interconnect. Tasks that operate within 6 to 12 GB memory and do not exceed the published sparse FP16 rating of 63.9 TFLOPS align with this model.

Use Cases

LLM Training
RTX 5090

The RTX 5090 supplies 32 GB memory and 209.5 TFLOPS dense FP16 that support larger models than the 6 to 12 GB limit of the RTX A2000.

LLM Inference
RTX 5090

The RTX 5090 delivers 419 TFLOPS sparse FP16 and 1792 GB/s bandwidth that enable higher throughput than the 63.9 TFLOPS sparse FP16 of the RTX A2000.

Fine-tuning
RTX 5090

Stable Diffusion
RTX 5090

The RTX 5090 provides 32 GB memory and 1792 GB/s bandwidth that handle larger image batches compared with the RTX A2000.

Scientific Computing
RTX 5090

The RTX 5090 lists 104.8 TFLOPS FP32 and 575W TDP that suit compute intensive tasks exceeding the 8 TFLOPS FP32 of the RTX A2000.

Frequently Asked Questions

What is the memory bandwidth difference between these GPUs?▾

The RTX 5090 reaches 1792 GB/s bandwidth whereas the RTX A2000 reaches 288 GB/s bandwidth.

Which GPU has higher FP32 performance?▾

The RTX 5090 lists 104.8 TFLOPS FP32 while the RTX A2000 lists 8 TFLOPS FP32.

What TDP values are published for each model?▾

The RTX 5090 carries a 575W TDP and the RTX A2000 carries a 70W TDP.

Does the RTX A2000 publish a dense FP16 rating?▾

The RTX A2000 publishes only a sparse FP16 rating of 63.9 TFLOPS and does not publish a dense FP16 rating.

What interconnect does each GPU use?▾

The RTX 5090 uses PCIe 5.0 interconnect while the RTX A2000 uses PCIe 4.0 interconnect.

Which is cheaper to rent, the RTX 5090 or the RTX A2000?▾

Cloud rental prices for both the RTX 5090 and RTX A2000 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 RTX 5090 have compared to the RTX A2000?▾

The RTX 5090 has 32 GB of GDDR7 memory. The RTX A2000 has 6 to 12 GB of GDDR6 memory.

Can I find RTX 5090 and RTX A2000 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 RTX 5090 and the RTX A2000?▾

The RTX 5090 uses the Blackwell architecture (2025) while the RTX A2000 uses Ampere (2021). The RTX 5090 has 32 GB of GDDR7 at 1,792 GB/s; the RTX A2000 has 6-12 GB of GDDR6 at 288 GB/s, so the RTX 5090 has 6.2x the memory bandwidth of the RTX A2000.

Rent these GPUs

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 5090 and the RTX A2000. 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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