GPU comparison

A30 vs RTX 3070

Specifications and current cloud pricing, side by side.

AmperevsAmpereUpdated 34 days ago

The A30 wins for the most common AI training and inference workloads because its 165 TFLOPS dense FP16 and 24 GB memory exceed the corresponding 40.6 TFLOPS dense FP16 and 8 GB memory of the RTX 3070.

A30 listed from $0.35/GPU/hrRTX 3070 listed from $0.13/GPU/hr

Specifications Compared

SpecA30RTX 3070
TDP165W220W
VRAM24 GB8 GB
CUDA Cores3,5845,888
Memory TypeHBM2GDDR6
ArchitectureAmpereAmpere
FP16 (dense)165 TFLOPS40.6 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)330 TOPS162.6 TOPS
InterconnectNVLink, PCIe 4.0PCIe 4.0
Tensor Cores224184
FP32 Performance10.3 TFLOPS20.3 TFLOPS
FP64 Performance5.2 TFLOPSNot published
Memory Bandwidth933 GB/s448 GB/s
FP16 (with sparsity)330 TFLOPS81.3 TFLOPS
INT8 (with sparsity)661 TOPS325.2 TOPS

Performance Analysis

Dense FP16 throughput reaches 165 TFLOPS on the A30 against 40.6 TFLOPS dense FP16 on the RTX 3070. This fourfold difference in dense FP16 favors the A30 for training and inference steps that rely on tensor cores. FP32 throughput stands at 10.3 TFLOPS on the A30 versus 20.3 TFLOPS on the RTX 3070 so the RTX 3070 holds an advantage in workloads that remain in single precision. The 933 GB/s bandwidth on the A30 compared with 448 GB/s on the RTX 3070 supports larger batch sizes before memory capacity or transfer limits are reached.

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 3070

RTX 3070 is not offered on-demand by any provider we track right now. See the RTX 3070 rental page for last-seen listed prices and a price alert.

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When to Choose the A30

The A30 suits multi GPU configurations that require NVLink together with 24 GB memory capacity. Its 165 W TDP further reduces power draw relative to the 220 W TDP of the RTX 3070 while still delivering 165 TFLOPS dense FP16.

When to Choose the RTX 3070

The RTX 3070 suits single node setups that prioritize 20.3 TFLOPS FP32 performance over tensor throughput. Its PCIe only interconnect matches environments that do not require NVLink connectivity.

Use Cases

LLM Training
A30

The A30 provides 24 GB memory and 165 TFLOPS dense FP16 that exceed the 8 GB and 40.6 TFLOPS dense FP16 of the RTX 3070.

LLM Inference
A30

The A30 supplies higher dense FP16 throughput at 165 TFLOPS and greater memory capacity for sustained inference batches.

Fine-tuning
A30

The A30 memory capacity of 24 GB combined with 330 TOPS dense INT8 supports larger fine tuning batches than the RTX 3070.

Stable Diffusion
RTX 3070

The RTX 3070 delivers 20.3 TFLOPS FP32 that benefits diffusion workloads operating outside tensor cores.

Scientific Computing
RTX 3070

The RTX 3070 provides 20.3 TFLOPS FP32 that surpasses the 10.3 TFLOPS FP32 of the A30.

Frequently Asked Questions

What are the dense FP16 ratings for the A30 and RTX 3070?▾

The A30 reaches 165 TFLOPS dense FP16 and the RTX 3070 reaches 40.6 TFLOPS dense FP16.

Does the A30 support NVLink?▾

The A30 supports NVLink interconnect in addition to PCIe 4.0 while the RTX 3070 supports only PCIe 4.0.

What TDP values are listed for these GPUs?▾

The A30 lists a TDP of 165 W and the RTX 3070 lists a TDP of 220 W.

How does memory bandwidth compare?▾

The A30 provides 933 GB/s bandwidth while the RTX 3070 provides 448 GB/s bandwidth.

Which is cheaper to rent, the A30 or the RTX 3070?▾

Cloud rental prices for both the A30 and RTX 3070 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 3070?▾

The A30 has 24 GB of HBM2 memory. The RTX 3070 has 8 GB of GDDR6 memory.

Can I find A30 and RTX 3070 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 3070?▾

The A30 uses the Ampere architecture (2021) while the RTX 3070 uses Ampere (2020). The A30 delivers 4.1x the dense FP16 throughput (165 vs 40.6 TFLOPS, both without sparsity) and 2.1x the memory bandwidth of the RTX 3070.

Rent these GPUs

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the A30 and the RTX 3070. 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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