GPU comparison

RTX 3080 vs RTX 5090

Specifications and current cloud pricing, side by side.

AmperevsBlackwellUpdated 30 days ago

The RTX 5090 wins for the most common use case of LLM inference because its 32 GB VRAM, 1792 GB/s bandwidth, and 209.5 TFLOPS dense FP16 exceed the RTX 3080 specifications by substantial margins in every listed metric.

RTX 3080 listed from $0.13/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

    Deploy
  • Most providers in stock: RTX 5090 (2)

    See all offers

Specifications Compared

SpecRTX 3080RTX 5090
TDP320W575W
VRAM10-12 GB32 GB
CUDA Cores8,70421,760
FP4 (dense)Not published1,676 TFLOPS
FP8 (dense)Not published419 TFLOPS
Memory TypeGDDR6XGDDR7
ArchitectureAmpereBlackwell
FP16 (dense)59.5 TFLOPS209.5 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)238 TOPS838 TOPS
InterconnectPCIe 4.0PCIe 5.0
Tensor Cores272680
FP32 Performance29.8 TFLOPS104.8 TFLOPS
FP64 PerformanceNot published1.6 TFLOPS
Memory Bandwidth760 GB/s1,792 GB/s
FP4 (with sparsity)Not published3,352 TFLOPS
FP8 (with sparsity)Not published838 TFLOPS
FP16 (with sparsity)119 TFLOPS419 TFLOPS
INT8 (with sparsity)476 TOPS1,676 TOPS

Performance Analysis

Dense FP16 performance on the RTX 5090 reaches 209.5 TFLOPS while the RTX 3080 reaches 59.5 TFLOPS, producing a 3.52 times advantage for the RTX 5090 in dense FP16 operations. The same 3.52 times ratio appears when comparing dense FP16 figures directly to each other without mixing sparsity values. Memory bandwidth of 1792 GB/s on the RTX 5090 versus 760 GB/s on the RTX 3080 supports larger batch sizes during training and inference because data movement scales with the bandwidth increase. FP32 to dense FP16 scaling remains consistent at a factor of two on both GPUs.

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 3080

RTX 3080 is not offered on-demand by any provider we track right now. See the RTX 3080 rental page for last-seen listed prices and a price alert.

RTX 5090

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiAlberta, CA2$0.87$1.73Deploy
RunPodglobal1$1.19—Deploy

2 providers in stock, 7 offers (cheapest per provider shown). All RTX 5090 offers, price history and alerts

Which GPU to watchWatch the price of

Notify me when RTX 3080 drops below a price

One email when the cheapest in-stock on-demand price per GPU-hour falls below your threshold.

QuantaCloud

Comparing providers? We broker across all of them.

Stop tab-switching between pricing pages. Tell us what you need, 16+ GPUs reserved or cluster capacity, and we return one quote at partner rates within 24 hours.

No waitlist24hr quote turnaroundInfiniBand fabric

Compare real-time pricing across 25+ providers

When to Choose the RTX 3080

The RTX 3080 suits scenarios where power consumption must stay at 320W and VRAM needs remain within 12 GB. Workloads that fit these limits avoid the 575W TDP of the RTX 5090 while still delivering 29.8 TFLOPS FP32 and 59.5 TFLOPS dense FP16.

When to Choose the RTX 5090

The RTX 5090 fits scenarios that require 32 GB VRAM and 1792 GB/s bandwidth to handle larger models or higher throughput. Dense FP16 performance at 209.5 TFLOPS and INT8 dense performance at 838 TOPS enable these expanded workloads compared with the RTX 3080 limits.

Use Cases

LLM Training
RTX 5090

The RTX 5090 provides 32 GB VRAM and 209.5 TFLOPS dense FP16 to support larger training batches than the 12 GB limit on the RTX 3080.

LLM Inference
RTX 5090

The RTX 5090 delivers 209.5 TFLOPS dense FP16 and 1792 GB/s bandwidth for higher inference throughput than the 59.5 TFLOPS dense FP16 on the RTX 3080.

Fine-tuning
RTX 5090

The RTX 5090 supplies 32 GB VRAM and 838 TOPS INT8 dense to accommodate fine-tuning workloads beyond the 12 GB and 238 TOPS INT8 dense capacity of the RTX 3080.

Stable Diffusion
RTX 5090

Scientific Computing
Either

The RTX 3080 meets requirements at 320W TDP with 29.8 TFLOPS FP32 while the RTX 5090 provides 104.8 TFLOPS FP32 when higher performance justifies the 575W TDP.

Frequently Asked Questions

What is the memory bandwidth difference?▾

The RTX 3080 lists 760 GB/s bandwidth and the RTX 5090 lists 1792 GB/s bandwidth.

What FP32 performance do the GPUs deliver?▾

The RTX 3080 reaches 29.8 TFLOPS FP32 and the RTX 5090 reaches 104.8 TFLOPS FP32.

How do the dense FP16 figures compare?▾

The RTX 3080 reaches 59.5 TFLOPS dense FP16 and the RTX 5090 reaches 209.5 TFLOPS dense FP16.

What TDP values are listed for each card?▾

The RTX 3080 carries a 320W TDP and the RTX 5090 carries a 575W TDP.

Which GPU has higher INT8 dense performance?▾

The RTX 5090 reaches 838 TOPS INT8 dense while the RTX 3080 reaches 238 TOPS INT8 dense.

Which is cheaper to rent, the RTX 3080 or the RTX 5090?▾

Cloud rental prices for both the RTX 3080 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 3080 have compared to the RTX 5090?▾

The RTX 3080 has 10 to 12 GB of GDDR6X memory. The RTX 5090 has 32 GB of GDDR7 memory.

Can I find RTX 3080 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 3080 and the RTX 5090?▾

The RTX 3080 uses the Ampere architecture (2020) while the RTX 5090 uses Blackwell (2025). The RTX 5090 delivers 3.5x the dense FP16 throughput (209.5 vs 59.5 TFLOPS, both without sparsity) and 2.4x the memory bandwidth of the RTX 3080.

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 3080 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.

Next steps