GPU comparison

A10 vs RTX A4000

Specifications and current cloud pricing, side by side.

AmperevsAmpereUpdated 33 days ago

The A10 wins for the most common use case of mixed precision inference. Its 24 GB capacity, 600 GB/s bandwidth, 31.2 TFLOPS FP32, and 125 TFLOPS dense FP16 deliver measurable advantages over the RTX A4000 specifications.

A10 from $0.37/GPU/hrRTX A4000 from $0.76/GPU/hr

Right now, from live stock

Specifications Compared

SpecA10RTX A4000
TDP150W140W
VRAM24 GB16-20 GB
CUDA Cores9,2166,144
Memory TypeGDDR6GDDR6
ArchitectureAmpereAmpere
FP16 (dense)125 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)250 TOPSNot published
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores288192
FP32 Performance31.2 TFLOPS19.2 TFLOPS
Memory Bandwidth600 GB/s448 GB/s
FP16 (with sparsity)250 TFLOPS153.4 TFLOPS
INT8 (with sparsity)500 TOPSNot published

Performance Analysis

FP32 throughput registers 31.2 TFLOPS on the A10 and 19.2 TFLOPS on the RTX A4000. The FP16 figure with sparsity measures 250 TFLOPS on the A10 against 153.4 TFLOPS on the RTX A4000. Dense FP16 reaches 125 TFLOPS on the A10 alone. Higher bandwidth of 600 GB/s versus 448 GB/s supports larger batch sizes during matrix operations. INT8 throughput with sparsity attains 500 TOPS on the A10. These ratios indicate the A10 sustains greater tensor throughput in both dense and sparsity modes where numbers allow direct comparison.

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 A4000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Paperspaceny22$0.76$1.52Deploy

1 provider in stock, 9 offers (cheapest per provider shown). All RTX A4000 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 inference tasks that need 24 GB GDDR6 and 600 GB/s bandwidth. FP32 performance at 31.2 TFLOPS and dense FP16 at 125 TFLOPS further favor the A10 for precision sensitive workloads.

When to Choose the RTX A4000

The RTX A4000 fits environments constrained by 140W TDP where 19.2 TFLOPS FP32 meets baseline requirements. Its 448 GB/s bandwidth remains adequate for lighter inference loads.

Use Cases

LLM Training
A10

The A10 provides 24 GB GDDR6 and 125 TFLOPS dense FP16 for larger model handling.

LLM Inference
A10

The A10 delivers 250 TFLOPS FP16 with sparsity and 600 GB/s bandwidth to support sustained token generation.

Fine-tuning
A10

The A10 supplies 31.2 TFLOPS FP32 and 500 TOPS INT8 with sparsity for gradient updates.

Stable Diffusion
Either

Both GPUs share Ampere architecture and PCIe 4.0 interconnect while the RTX A4000 meets needs at 140W TDP.

Scientific Computing
A10

The A10 achieves 31.2 TFLOPS FP32 and 600 GB/s bandwidth for numerical simulations.

Frequently Asked Questions

What is the memory difference between A10 and RTX A4000?▾

The A10 contains 24 GB GDDR6 while the RTX A4000 contains 16 to 20 GB GDDR6.

How does FP32 performance compare?▾

The A10 reaches 31.2 TFLOPS FP32 and the RTX A4000 reaches 19.2 TFLOPS FP32.

Which GPU offers higher FP16 throughput with sparsity?▾

The A10 provides 250 TFLOPS FP16 with sparsity while the RTX A4000 provides 153.4 TFLOPS FP16 with sparsity.

What are the TDP values for each card?▾

The A10 lists 150W TDP and the RTX A4000 lists 140W TDP.

Do both GPUs support the same interconnect?▾

Both the A10 and RTX A4000 use PCIe 4.0 interconnect in PCIe form factors.

How does bandwidth affect these GPUs?▾

The A10 bandwidth equals 600 GB/s and the RTX A4000 bandwidth equals 448 GB/s.

Which is cheaper to rent, the A10 or the RTX A4000?▾

Cloud rental prices for both the A10 and RTX A4000 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 A4000?▾

The A10 has 24 GB of GDDR6 memory. The RTX A4000 has 16 to 20 GB of GDDR6 memory.

Can I find A10 and RTX A4000 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 A4000?▾

The A10 uses the Ampere architecture (2021) while the RTX A4000 uses Ampere (2021). The A10 has 24 GB of GDDR6 at 600 GB/s; the RTX A4000 has 16-20 GB of GDDR6 at 448 GB/s, so the A10 has 1.3x the memory bandwidth of the RTX A4000.

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 A4000. 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