GPU comparison

A30 vs RTX A4000

Specifications and current cloud pricing, side by side.

AmperevsAmpereUpdated 34 days ago

The A30 wins for the most common use case of LLM inference because its 24 GB HBM2 memory, 933 GB/s bandwidth, and 330 TOPS INT8 with sparsity exceed the corresponding figures on the RTX A4000.

A30 listed from $0.35/GPU/hrRTX A4000 listed from $0.76/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX A4000 at $0.76/hr on Paperspace

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  • Most providers in stock: RTX A4000 (1)

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Specifications Compared

SpecA30RTX A4000
TDP165W140W
VRAM24 GB16-20 GB
CUDA Cores3,5846,144
Memory TypeHBM2GDDR6
ArchitectureAmpereAmpere
FP16 (dense)165 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)330 TOPSNot published
InterconnectNVLink, PCIe 4.0PCIe 4.0
Tensor Cores224192
FP32 Performance10.3 TFLOPS19.2 TFLOPS
FP64 Performance5.2 TFLOPSNot published
Memory Bandwidth933 GB/s448 GB/s
FP16 (with sparsity)330 TFLOPS153.4 TFLOPS
INT8 (with sparsity)661 TOPSNot published

Performance Analysis

The A30 delivers 165 TFLOPS dense FP16 while the RTX A4000 lists only 153.4 TFLOPS FP16 with sparsity, so direct dense to dense comparison uses the A30 figure alone. Sparse FP16 on the A30 reaches 330 TFLOPS against 153.4 TFLOPS with sparsity on the RTX A4000. FP32 performance measures 10.3 TFLOPS on the A30 versus 19.2 TFLOPS on the RTX A4000. The 933 GB/s bandwidth on the A30 versus 448 GB/s on the RTX A4000 allows larger batch sizes in memory bound workloads. INT8 dense performance on the A30 reaches 330 TOPS and 661 TOPS with sparsity.

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.

A30

A30 is not offered on-demand by any provider we track right now. See the A30 rental page for last-seen listed prices and a price alert.

RTX A4000

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

1 provider in stock, 6 offers (cheapest per provider shown). All RTX A4000 offers, price history and alerts

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When to Choose the A30

The A30 suits workloads that require 24 GB HBM2 memory and 933 GB/s bandwidth together with NVLink connectivity. Its 165 TFLOPS dense FP16 and 330 TOPS dense INT8 support large batch inference and training jobs that benefit from the higher memory capacity over the RTX A4000.

When to Choose the RTX A4000

The RTX A4000 fits FP32 centric tasks that use its 19.2 TFLOPS FP32 rating and 140W TDP. Its PCIe form factor without NVLink matches single card deployments where the 16 to 20 GB GDDR6 memory suffices.

Use Cases

LLM Training
A30

The A30 supplies 24 GB HBM2 memory and 933 GB/s bandwidth that support larger models than the RTX A4000 16 to 20 GB GDDR6 memory.

LLM Inference
A30

The A30 330 TOPS INT8 with sparsity and 24 GB memory enable higher throughput inference compared to the RTX A4000.

Fine-tuning
A30

The A30 165 TFLOPS dense FP16 combined with NVLink allows efficient fine tuning on larger batches than the RTX A4000.

Stable Diffusion
RTX A4000

The RTX A4000 19.2 TFLOPS FP32 rating suits diffusion workloads that rely on single precision performance.

Scientific Computing
RTX A4000

The RTX A4000 19.2 TFLOPS FP32 and 140W TDP fit scientific codes that prioritize FP32 throughput in lower power envelopes.

Frequently Asked Questions

What is the memory difference between A30 and RTX A4000?▾

The A30 contains 24 GB HBM2 memory while the RTX A4000 contains 16 to 20 GB GDDR6 memory.

How does FP32 performance compare on these GPUs?▾

The A30 reaches 10.3 TFLOPS FP32 and the RTX A4000 reaches 19.2 TFLOPS FP32.

Does the A30 support NVLink?▾

The A30 includes NVLink interconnect while the RTX A4000 supports only PCIe 4.0.

What are the TDP values for each card?▾

The A30 TDP is 165W and the RTX A4000 TDP is 140W.

Which GPU offers higher sparse FP16 performance?▾

The A30 reaches 330 TFLOPS FP16 with sparsity while the RTX A4000 reaches 153.4 TFLOPS FP16 with sparsity.

What memory bandwidth does each GPU provide?▾

The A30 provides 933 GB/s memory bandwidth and the RTX A4000 provides 448 GB/s memory bandwidth.

Which is cheaper to rent, the A30 or the RTX A4000?▾

Cloud rental prices for both the A30 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 A30 have compared to the RTX A4000?▾

The A30 has 24 GB of HBM2 memory. The RTX A4000 has 16 to 20 GB of GDDR6 memory.

Can I find A30 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 A30 and the RTX A4000?▾

The A30 uses the Ampere architecture (2021) while the RTX A4000 uses Ampere (2021). The A30 has 24 GB of HBM2 at 933 GB/s; the RTX A4000 has 16-20 GB of GDDR6 at 448 GB/s, so the A30 has 2.1x the memory bandwidth of the RTX A4000.

Rent these GPUs

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How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the A30 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.

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