GPU comparison

RTX 3090 Ti vs RTX 4090

Specifications and current cloud pricing, side by side.

AmperevsAda LovelaceUpdated 32 days ago

This variant comparison is part of the RTX 3090 vs RTX 4090 family comparison.

The RTX 4090 variant is the stronger choice for the most common single GPU training and inference tasks because its 165.2 TFLOPS dense FP16 figure and 82.6 TFLOPS FP32 figure exceed the RTX 3090 Ti numbers by wide margins while sharing the same 24 GB memory capacity.

RTX 3090 Ti from $0.29/GPU/hrRTX 4090 from $0.40/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 3090 Ti at $0.29/hr on LeaderGPU

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  • Most providers in stock: RTX 4090 (3)

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Specifications Compared

SpecRTX 3090 TiRTX 4090
TDP350W450W
VRAM24 GB24 GB
CUDA Cores10,49616,384
FP8 (dense)Not published330.3 TFLOPS
Memory TypeGDDR6XGDDR6X
ArchitectureAmpereAda Lovelace
FP16 (dense)Not published165.2 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published660.6 TOPS
InterconnectNVLinkPCIe 4.0
Tensor Cores328512
FP32 Performance35.6 TFLOPS82.6 TFLOPS
FP64 PerformanceNot published1.3 TFLOPS
Memory Bandwidth936 GB/s1,008 GB/s
FP8 (with sparsity)Not published660.6 TFLOPS
FP16 (with sparsity)Not published330.4 TFLOPS
INT8 (with sparsity)Not published1,321.2 TOPS
FP16 (vendor figure, sparsity not specified)35.6 TFLOPSNot published

Performance Analysis

The RTX 3090 Ti delivers 35.6 TFLOPS in FP16 with sparsity not specified and 35.6 TFLOPS in FP32 while the RTX 4090 provides 165.2 TFLOPS dense FP16 and 82.6 TFLOPS FP32. This dense FP16 gap means the RTX 4090 completes matrix operations in training workloads at over four times the rate of the RTX 3090 Ti when both run dense computations. Memory bandwidth shared across each family at 936 GB/s for the RTX 3090 Ti and 1008 GB/s for the RTX 4090 directly limits maximum batch sizes during inference with the higher figure supporting modestly larger batches before memory stalls occur.

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 3090 Ti

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
LeaderGPUThe Netherlands8$0.29$2.29Deploy

1 provider in stock, 8 offers (cheapest per provider shown). All RTX 3090 Ti offers, price history and alerts

RTX 4090

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiIreland, IE1$0.40—Deploy
RunPodglobal1$0.89—Deploy
LeaderGPUThe Netherlands1$1.66—Deploy

3 providers in stock, 8 offers (cheapest per provider shown). All RTX 4090 offers, price history and alerts

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When to Choose the RTX 3090 Ti

The RTX 3090 Ti variant suits multi GPU configurations that require NVLink interconnect for direct high speed communication between cards. Its 350W TDP also fits systems where power delivery and cooling capacity remain constrained compared to the 450W requirement of the RTX 4090 variant.

When to Choose the RTX 4090

Its PCIe 4.0 interconnect aligns with modern server platforms that lack NVLink support yet demand higher overall compute density.

Use Cases

LLM Training
RTX 4090

The RTX 4090 variant supplies 165.2 TFLOPS dense FP16 compared to 35.6 TFLOPS on the RTX 3090 Ti variant allowing faster completion of large matrix multiplications.

LLM Inference
RTX 4090

Higher dense FP16 throughput of 165.2 TFLOPS and 1008 GB/s bandwidth on the RTX 4090 variant support larger batch processing than the 35.6 TFLOPS and 936 GB/s of the RTX 3090 Ti variant.

Fine-tuning
RTX 4090

The RTX 4090 variant achieves 82.6 TFLOPS FP32 versus 35.6 TFLOPS on the RTX 3090 Ti variant reducing time required for gradient updates during adaptation of pretrained models.

Stable Diffusion
RTX 4090

Dense FP16 performance of 165.2 TFLOPS on the RTX 4090 variant accelerates diffusion steps compared to the 35.6 TFLOPS rating of the RTX 3090 Ti variant.

Scientific Computing
Either

Both variants provide 24 GB GDDR6X memory though the RTX 4090 variant offers higher FP32 throughput of 82.6 TFLOPS while the RTX 3090 Ti variant provides NVLink for distributed simulations.

Frequently Asked Questions

How does FP32 performance differ between these variants?▾

The RTX 3090 Ti variant lists 35.6 TFLOPS FP32 while the RTX 4090 variant lists 82.6 TFLOPS FP32.

Which variant supports NVLink?▾

The RTX 3090 Ti variant includes NVLink interconnect whereas the RTX 4090 variant uses PCIe 4.0 interconnect.

What are the TDP ratings for these two variants?▾

The RTX 3090 Ti variant carries a 350W TDP and the RTX 4090 variant carries a 450W TDP as family figures shared across variants.

How does memory bandwidth compare?▾

The RTX 3090 Ti family bandwidth stands at 936 GB/s and the RTX 4090 family bandwidth stands at 1008 GB/s.

Are the form factors identical?▾

Both the RTX 3090 Ti variant and the RTX 4090 variant use the PCIe form factor.

Which is cheaper to rent, the RTX 3090 Ti or the RTX 4090?▾

Cloud rental prices for both the RTX 3090 Ti and RTX 4090 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 3090 Ti have compared to the RTX 4090?▾

The RTX 3090 Ti has 24 GB of GDDR6X memory. The RTX 4090 has 24 GB of GDDR6X memory.

Can I find RTX 3090 Ti and RTX 4090 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 3090 Ti and the RTX 4090?▾

The RTX 3090 Ti uses the Ampere architecture (2020) while the RTX 4090 uses Ada Lovelace (2022). The RTX 4090 delivers 2.3x the dense FP16 throughput (165.2 vs 71 TFLOPS, both without sparsity) and 1.1x the memory bandwidth of the RTX 3090 Ti.

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 RTX 3090 Ti and the RTX 4090. 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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