GPU comparison

RTX 5000 Ada vs RTX 5090

Specifications and current cloud pricing, side by side.

Ada LovelacevsBlackwellUpdated 33 days ago

The RTX 5090 wins for the most common use case of mixed precision training and inference because its 104.8 TFLOPS FP32 rating and 1792 GB/s bandwidth deliver higher throughput than the RTX 5000 Ada despite the increased 575W TDP.

RTX 5000 Ada listed from $0.55/GPU/hrRTX 5090 listed from $0.87/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 5090 at $0.87/hr on Vast.ai

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  • Most providers in stock: RTX 5090 (3)

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Specifications Compared

SpecRTX 5000 AdaRTX 5090
TDP250W575W
VRAM32 GB32 GB
CUDA Cores12,80021,760
FP4 (dense)Not published1,676 TFLOPS
FP8 (dense)Not published419 TFLOPS
Memory TypeGDDR6GDDR7
ArchitectureAda LovelaceBlackwell
FP16 (dense)Not published209.5 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published838 TOPS
InterconnectPCIe 4.0PCIe 5.0
Tensor Cores400680
FP32 Performance65.3 TFLOPS104.8 TFLOPS
FP64 PerformanceNot published1.6 TFLOPS
Memory Bandwidth576 GB/s1,792 GB/s
FP4 (with sparsity)Not published3,352 TFLOPS
FP8 (with sparsity)1,044.4 TFLOPS838 TFLOPS
FP16 (with sparsity)Not published419 TFLOPS
INT8 (with sparsity)Not published1,676 TOPS

Performance Analysis

The RTX 5090 FP32 figure of 104.8 TFLOPS exceeds the RTX 5000 Ada FP32 figure of 65.3 TFLOPS by a ratio of 1.6 to 1, which translates to faster matrix operations during training workloads that rely on dense floating point computation. Memory bandwidth of 1792 GB/s on the RTX 5090 compared with 576 GB/s on the RTX 5000 Ada permits roughly three times larger batch sizes before data movement becomes the limiter in inference pipelines. The RTX 5090 FP8 performance with sparsity reaches 838 TFLOPS while the RTX 5000 Ada FP8 performance with sparsity reaches 1044.4 TFLOPS, so sparsity enabled workloads favor the RTX 5000 Ada only when power draw must stay near 250W rather than 575W.

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 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.

RTX 5090

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiAlberta, CA8$0.87$6.93Deploy
RunPodglobal1$1.19—Deploy
LeaderGPUThe Netherlands1$2.29—Deploy

3 providers in stock, 8 offers (cheapest per provider shown). All RTX 5090 offers, price history and alerts

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When to Choose the RTX 5000 Ada

The RTX 5000 Ada suits deployments where TDP must remain at 250W and PCIe 4.0 slots are already installed. Its FP8 figure with sparsity of 1044.4 TFLOPS supports quantized inference tasks that do not require the higher bandwidth of 1792 GB/s.

When to Choose the RTX 5090

Its PCIe 5.0 interconnect and FP16 dense rating of 209.5 TFLOPS accelerate dense training runs that exceed the 65.3 TFLOPS limit of the RTX 5000 Ada.

Use Cases

LLM Training
RTX 5090

The RTX 5090 supplies 104.8 TFLOPS FP32 and 209.5 TFLOPS dense FP16 that exceed the RTX 5000 Ada FP32 rating of 65.3 TFLOPS.

LLM Inference
RTX 5090

The RTX 5090 bandwidth of 1792 GB/s supports larger batches than the 576 GB/s available on the RTX 5000 Ada.

Fine-tuning
RTX 5090

The RTX 5090 FP8 dense rating of 419 TFLOPS enables faster adapter updates compared with the RTX 5000 Ada FP32 limit of 65.3 TFLOPS.

Stable Diffusion
Either

Both cards carry 32 GB VRAM while the RTX 5000 Ada FP8 sparsity figure of 1044.4 TFLOPS matches closely with the RTX 5090 FP8 sparsity figure of 838 TFLOPS.

Scientific Computing
RTX 5090

The RTX 5090 FP32 rating of 104.8 TFLOPS and PCIe 5.0 interconnect accelerate double precision adjacent workloads beyond the RTX 5000 Ada 65.3 TFLOPS FP32.

Frequently Asked Questions

What is the FP32 performance difference between the RTX 5000 Ada and RTX 5090?▾

The RTX 5090 reaches 104.8 TFLOPS FP32 while the RTX 5000 Ada reaches 65.3 TFLOPS FP32, producing a 1.6 to 1 advantage for the RTX 5090.

How does memory bandwidth compare on the RTX 5000 Ada versus the RTX 5090?▾

The RTX 5090 provides 1792 GB/s bandwidth against the RTX 5000 Ada 576 GB/s bandwidth, allowing substantially higher data throughput during model execution.

Which GPU has lower power consumption, the RTX 5000 Ada or the RTX 5090?▾

The RTX 5000 Ada lists a TDP of 250W while the RTX 5090 lists a TDP of 575W, so the RTX 5000 Ada draws less than half the power.

What interconnect generations are present on each card?▾

The RTX 5000 Ada uses PCIe 4.0 while the RTX 5090 uses PCIe 5.0, affecting host to device transfer rates.

Which is cheaper to rent, the RTX 5000 Ada or the RTX 5090?▾

Cloud rental prices for both the RTX 5000 Ada and RTX 5090 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 5000 Ada have compared to the RTX 5090?▾

The RTX 5000 Ada has 32 GB of GDDR6 memory. The RTX 5090 has 32 GB of GDDR7 memory.

Can I find RTX 5000 Ada and RTX 5090 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 5000 Ada and the RTX 5090?▾

The RTX 5000 Ada uses the Ada Lovelace architecture (2023) while the RTX 5090 uses Blackwell (2025). The RTX 5000 Ada has 32 GB of GDDR6 at 576 GB/s; the RTX 5090 has 32 GB of GDDR7 at 1,792 GB/s, so the RTX 5090 has 3.1x 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 RTX 5000 Ada and the RTX 5090. 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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