RTX 4090 vs RTX 6000 Ada

Ada LovelacevsAda LovelaceUpdated 6 days ago

The RTX 6000 Ada wins for the most common use case of large model workloads because its 48 GB memory and dense FP16 rating of 364 TFLOPS exceed the corresponding 24 GB and 165.2 TFLOPS values of the RTX 4090 while drawing only 300W.

RTX 4090 from $0.74/GPU/hrRTX 6000 Ada from $0.78/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 4090 at $0.74/hr on RunPod

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  • Most providers in stock: RTX 6000 Ada (5)

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  • Best $ per TFLOPS FP16 dense right now: RTX 6000 Ada ($0.0021 per TFLOPS-hour at 364 TFLOPS)

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Specifications Compared

SpecRTX 4090RTX 6000 Ada
TDP450W300W
VRAM24 GB48 GB
CUDA Cores16,38418,176
FP8 (dense)330.3 TFLOPS728.5 TFLOPS
Memory TypeGDDR6XGDDR6
ArchitectureAda LovelaceAda Lovelace
FP16 (dense)165.2 TFLOPS364 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)660.6 TOPS728.5 TOPS
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores512568
FP32 Performance82.6 TFLOPS91.1 TFLOPS
FP64 Performance1.3 TFLOPSNot published
Memory Bandwidth1,008 GB/s960 GB/s
FP8 (with sparsity)660.6 TFLOPS1,457 TFLOPS
FP16 (with sparsity)330.4 TFLOPS728 TFLOPS
INT8 (with sparsity)1,321.2 TOPS1,457 TOPS

Performance Analysis

Dense FP16 performance stands at 165.2 TFLOPS for the RTX 4090 and 364 TFLOPS for the RTX 6000 Ada. The same dense FP16 figures produce a ratio of 364 to 165.2 that favors the RTX 6000 Ada by more than two times. FP16 performance with sparsity reaches 330.4 TFLOPS on the RTX 4090 against 728 TFLOPS on the RTX 6000 Ada. The FP16 with sparsity ratio therefore remains greater than two times in favor of the RTX 6000 Ada. FP32 throughput of 91.1 TFLOPS on the RTX 6000 Ada exceeds the 82.6 TFLOPS of the RTX 4090. Higher memory capacity of 48 GB on the RTX 6000 Ada supports larger batch sizes than the 24 GB capacity of the RTX 4090 despite the modest bandwidth advantage of 1008 GB/s versus 960 GB/s.

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 4090

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
RunPodglobal1$0.74Deploy
LeaderGPUThe Netherlands1$1.04Deploy

2 providers in stock, 5 offers (cheapest per provider shown). All RTX 4090 offers, price history and alerts

RTX 6000 Ada

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
QuantaCloudus-midwest-14$0.78$3.11Deploy
Massed Computeus-central-31$0.79Deploy
RunPodglobal1$0.84Deploy
LeaderGPUThe Netherlands8$1.20$9.60Deploy
DigitalOceanToronto 11$1.57Deploy

5 providers in stock, 15 offers (cheapest per provider shown). All RTX 6000 Ada offers, price history and alerts

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When to Choose the RTX 4090

The RTX 4090 suits workloads that place primary emphasis on memory bandwidth of 1008 GB/s. Scenarios limited by the 450W TDP ceiling may still select the RTX 4090 when the 24 GB GDDR6X capacity meets exact requirements.

When to Choose the RTX 6000 Ada

The RTX 6000 Ada fits tasks that require the 48 GB memory capacity together with dense FP16 throughput of 364 TFLOPS. Lower TDP of 300W makes the RTX 6000 Ada preferable when power limits constrain deployment of the 450W RTX 4090.

Use Cases

LLM Training
RTX 6000 Ada

The RTX 6000 Ada supplies 48 GB memory and dense FP16 performance of 364 TFLOPS that exceed the 24 GB and 165.2 TFLOPS of the RTX 4090.

LLM Inference
RTX 6000 Ada

Dense FP16 throughput of 364 TFLOPS and 48 GB capacity on the RTX 6000 Ada enable larger inference batches than the RTX 4090 specifications allow.

Fine-tuning
RTX 6000 Ada

The RTX 6000 Ada provides 48 GB memory together with FP32 performance of 91.1 TFLOPS that surpass the RTX 4090 figures.

Stable Diffusion
RTX 4090

Memory bandwidth of 1008 GB/s on the RTX 4090 exceeds the 960 GB/s rating of the RTX 6000 Ada for image generation pipelines.

Scientific Computing
RTX 6000 Ada

FP32 performance of 91.1 TFLOPS on the RTX 6000 Ada combined with 48 GB memory exceeds the RTX 4090 specifications.

Frequently Asked Questions

How does FP32 performance compare between these two GPUs?

FP32 performance measures 82.6 TFLOPS on the RTX 4090 and 91.1 TFLOPS on the RTX 6000 Ada.

Which GPU offers higher dense FP16 throughput?

The RTX 6000 Ada delivers dense FP16 performance of 364 TFLOPS compared with 165.2 TFLOPS on the RTX 4090.

What TDP values apply to the RTX 4090 and RTX 6000 Ada?

TDP equals 450W for the RTX 4090 and 300W for the RTX 6000 Ada.

Do both GPUs share the same interconnect?

Both the RTX 4090 and RTX 6000 Ada use the PCIe 4.0 interconnect.

Which GPU has greater memory bandwidth?

The RTX 4090 reaches memory bandwidth of 1008 GB/s while the RTX 6000 Ada reaches 960 GB/s.

Which is cheaper to rent, the RTX 4090 or the RTX 6000 Ada?

Cloud rental prices for both the RTX 4090 and RTX 6000 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 RTX 4090 have compared to the RTX 6000 Ada?

The RTX 4090 has 24 GB of GDDR6X memory. The RTX 6000 Ada has 48 GB of GDDR6 memory.

Can I find RTX 4090 and RTX 6000 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 RTX 4090 and the RTX 6000 Ada?

The RTX 4090 uses the Ada Lovelace architecture (2022) while the RTX 6000 Ada uses Ada Lovelace (2022). The RTX 6000 Ada delivers 2.2x the dense FP16 throughput (364 vs 165.2 TFLOPS, both without sparsity) while the RTX 4090 has 1.1x the memory bandwidth of the RTX 6000 Ada.

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 4090 and the RTX 6000 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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