GPU comparison

A10 vs RTX 5090

Specifications and current cloud pricing, side by side.

AmperevsBlackwellUpdated 33 days ago

The RTX 5090 wins for the most common use case of LLM inference because its dense FP16 performance of 209.5 TFLOPS exceeds the A10 value of 125 TFLOPS while its memory bandwidth of 1792 GB/s exceeds the A10 value of 600 GB/s.

A10 from $0.37/GPU/hrRTX 5090 from $0.87/GPU/hr

Right now, from live stock

  • Cheapest right now: A10 at $0.37/hr on LeaderGPU

    Deploy
  • Most providers in stock: RTX 5090 (3)

    See all offers
  • Best $ per TFLOPS FP16 dense right now: A10 ($0.0030 per TFLOPS-hour at 125 TFLOPS)

    Deploy

Specifications Compared

SpecA10RTX 5090
TDP150W575W
VRAM24 GB32 GB
CUDA Cores9,21621,760
FP4 (dense)Not published1,676 TFLOPS
FP8 (dense)Not published419 TFLOPS
Memory TypeGDDR6GDDR7
ArchitectureAmpereBlackwell
FP16 (dense)125 TFLOPS209.5 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)250 TOPS838 TOPS
InterconnectPCIe 4.0PCIe 5.0
Tensor Cores288680
FP32 Performance31.2 TFLOPS104.8 TFLOPS
FP64 PerformanceNot published1.6 TFLOPS
Memory Bandwidth600 GB/s1,792 GB/s
FP4 (with sparsity)Not published3,352 TFLOPS
FP8 (with sparsity)Not published838 TFLOPS
FP16 (with sparsity)250 TFLOPS419 TFLOPS
INT8 (with sparsity)500 TOPS1,676 TOPS

Performance Analysis

The RTX 5090 provides dense FP16 performance of 209.5 TFLOPS compared to the A10 dense FP16 performance of 125 TFLOPS. The same pattern holds for sparse figures where the RTX 5090 reaches 419 TFLOPS against the A10 value of 250 TFLOPS. Higher memory bandwidth of 1792 GB/s on the RTX 5090 versus 600 GB/s on the A10 supports larger batch sizes during training or inference workloads that rely on FP16 dense or FP16 with sparsity computations.

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.

A10

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
LeaderGPUThe Netherlands10$0.37$3.71Deploy
Lambda Labsus-west-11$1.29—Deploy

2 providers in stock, 3 offers (cheapest per provider shown). All A10 offers, price history and alerts

RTX 5090

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiAlberta, CA2$0.87$1.73Deploy
RunPodglobal1$1.19—Deploy
LeaderGPUThe Netherlands1$2.29—Deploy

3 providers in stock, 10 offers (cheapest per provider shown). All RTX 5090 offers, price history and alerts

Which GPU to watchWatch the price of

Notify me when A10 drops below a price

One email when the cheapest in-stock on-demand price per GPU-hour falls below your threshold. Cheapest right now: $0.37/GPU-hr.

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 A10

The A10 suits deployments where TDP must remain at 150W and where dense FP16 performance of 125 TFLOPS meets requirements. PCIe interconnect at version 4.0 combined with 24 GB VRAM fits constrained power environments that do not need the 1792 GB/s bandwidth of newer cards.

When to Choose the RTX 5090

The RTX 5090 suits workloads that require dense FP16 performance of 209.5 TFLOPS or FP32 performance of 104.8 TFLOPS. Its 32 GB VRAM and 1792 GB/s bandwidth enable larger models or higher throughput when power draw at 575W remains acceptable.

Use Cases

LLM Training
RTX 5090

The RTX 5090 supplies dense FP16 performance of 209.5 TFLOPS and memory bandwidth of 1792 GB/s that exceed the A10 figures of 125 TFLOPS and 600 GB/s.

LLM Inference
RTX 5090

The RTX 5090 supplies dense FP16 performance of 209.5 TFLOPS and 32 GB VRAM that exceed the A10 figures of 125 TFLOPS and 24 GB VRAM.

Fine-tuning
RTX 5090

The RTX 5090 supplies FP32 performance of 104.8 TFLOPS and memory bandwidth of 1792 GB/s that exceed the A10 figures of 31.2 TFLOPS and 600 GB/s.

Stable Diffusion
RTX 5090

The RTX 5090 supplies dense FP16 performance of 209.5 TFLOPS and 32 GB VRAM that exceed the A10 figures of 125 TFLOPS and 24 GB VRAM.

Scientific Computing
Either

The A10 supplies TDP of 150W while the RTX 5090 supplies FP32 performance of 104.8 TFLOPS so selection depends on power limits versus compute needs.

Frequently Asked Questions

What is the FP16 dense performance difference between A10 and RTX 5090?▾

The RTX 5090 provides dense FP16 performance of 209.5 TFLOPS while the A10 provides 125 TFLOPS. This difference affects training and inference speed on workloads that use dense FP16 operations.

How does memory bandwidth compare between the A10 and RTX 5090?▾

The A10 provides memory bandwidth of 600 GB/s while the RTX 5090 provides 1792 GB/s. The higher figure on the RTX 5090 supports larger batch sizes during model execution.

What TDP values apply to the A10 and RTX 5090?▾

The A10 operates at TDP of 150W while the RTX 5090 operates at TDP of 575W. Power budgets therefore differ substantially between the two cards.

How do the FP32 figures compare for the A10 and RTX 5090?▾

The A10 delivers FP32 performance of 31.2 TFLOPS while the RTX 5090 delivers 104.8 TFLOPS. The higher value on the RTX 5090 benefits precision sensitive scientific workloads.

What interconnect versions are used by each GPU?▾

The A10 uses PCIe 4.0 while the RTX 5090 uses PCIe 5.0. Data transfer rates between host and device therefore differ between the cards.

Which is cheaper to rent, the A10 or the RTX 5090?▾

Cloud rental prices for both the A10 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 A10 have compared to the RTX 5090?▾

The A10 has 24 GB of GDDR6 memory. The RTX 5090 has 32 GB of GDDR7 memory.

Can I find A10 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 A10 and the RTX 5090?▾

The A10 uses the Ampere architecture (2021) while the RTX 5090 uses Blackwell (2025). The RTX 5090 delivers 1.7x the dense FP16 throughput (209.5 vs 125 TFLOPS, both without sparsity) and 3.0x the memory bandwidth of the A10.

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 A10 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