GPU comparison

RTX 4070 vs RTX A5000

Specifications and current cloud pricing, side by side.

Ada LovelacevsAmpereUpdated 33 days ago

The RTX A5000 wins for the most common use case of LLM Inference because its 24 GB VRAM and 768 GB per second bandwidth exceed the 12 to 16 GB and 504 GB per second on the RTX 4070 while providing 222.2 TFLOPS FP16 with sparsity.

RTX 4070 listed from $0.50/GPU/hrRTX A5000 listed from $0.23/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX A5000 at $0.23/hr on Vast.ai

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  • Most providers in stock: RTX A5000 (2)

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Specifications Compared

SpecRTX 4070RTX A5000
TDP200W230W
VRAM12-16 GB24 GB
CUDA Cores5,8888,192
FP8 (dense)116.6 TFLOPSNot published
Memory TypeGDDR6XGDDR6
ArchitectureAda LovelaceAmpere
FP16 (dense)58.3 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)233.2 TOPSNot published
InterconnectPCIe 4.0NVLink, PCIe 4.0
Tensor Cores184256
FP32 Performance29.1 TFLOPS27.8 TFLOPS
Memory Bandwidth504 GB/s768 GB/s
FP8 (with sparsity)233.2 TFLOPSNot published
FP16 (with sparsity)116.6 TFLOPS222.2 TFLOPS
INT8 (with sparsity)466.4 TOPSNot published

Performance Analysis

The RTX 4070 delivers 58.3 TFLOPS dense FP16 and 116.6 TFLOPS with sparsity while the RTX A5000 lists 222.2 TFLOPS with sparsity for FP16. Direct comparison of dense FP16 figures shows the RTX 4070 at 58.3 TFLOPS against no published dense value for the RTX A5000. Sparse FP16 comparison places the RTX A5000 at 222.2 TFLOPS against 116.6 TFLOPS on the RTX 4070. Higher memory bandwidth of 768 GB per second on the RTX A5000 versus 504 GB per second on the RTX 4070 supports larger batch sizes in memory bound operations. FP32 performance remains close at 29.1 TFLOPS dense on the RTX 4070 and 27.8 TFLOPS on the RTX A5000.

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 4070

RTX 4070 is not offered on-demand by any provider we track right now. See the RTX 4070 rental page for last-seen listed prices and a price alert.

RTX A5000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiRomania, RO1$0.23—Deploy
Paperspaceny24$1.38$5.52Deploy

2 providers in stock, 9 offers (cheapest per provider shown). All RTX A5000 offers, price history and alerts

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When to Choose the RTX 4070

The RTX 4070 suits scenarios that prioritize lower TDP of 200 watts over the 230 watts of the RTX A5000. Its dense FP16 rating of 58.3 TFLOPS and PCIe only interconnect fit compact deployments where power draw and form factor constraints matter most.

When to Choose the RTX A5000

The RTX A5000 fits tasks that require 24 GB VRAM and 768 GB per second bandwidth compared to the lower values on the RTX 4070. Its 222.2 TFLOPS FP16 with sparsity and NVLink support enable larger scale operations than the 116.6 TFLOPS with sparsity on the RTX 4070.

Use Cases

LLM Training
RTX A5000

The RTX A5000 supplies 24 GB VRAM and 768 GB per second bandwidth that exceed the RTX 4070 limits for handling larger models.

LLM Inference
RTX A5000

The RTX A5000 provides 222.2 TFLOPS FP16 with sparsity and higher memory capacity than the 116.6 TFLOPS with sparsity on the RTX 4070.

Fine-tuning
RTX A5000

The RTX A5000 offers 24 GB VRAM against 12 to 16 GB on the RTX 4070 allowing bigger fine tuning batches.

Stable Diffusion
Either

Both cards handle the workload with the RTX 4070 at 29.1 TFLOPS FP32 and the RTX A5000 at 27.8 TFLOPS FP32.

Scientific Computing
RTX A5000

The RTX A5000 delivers 222.2 TFLOPS FP16 with sparsity and NVLink interconnect absent on the RTX 4070.

Frequently Asked Questions

What is the FP32 performance difference between RTX 4070 and RTX A5000?▾

The RTX 4070 reaches 29.1 TFLOPS FP32 while the RTX A5000 reaches 27.8 TFLOPS FP32.

Which GPU has higher memory bandwidth?▾

The RTX A5000 provides 768 GB per second compared to 504 GB per second on the RTX 4070.

What are the TDP ratings for these GPUs?▾

The RTX 4070 lists 200 watts TDP and the RTX A5000 lists 230 watts TDP.

Does the RTX A5000 support NVLink?▾

The RTX A5000 includes NVLink interconnect while the RTX 4070 uses PCIe 4.0 only.

What FP16 sparse performance is listed for each card?▾

The RTX 4070 lists 116.6 TFLOPS FP16 with sparsity and the RTX A5000 lists 222.2 TFLOPS FP16 with sparsity.

Which is cheaper to rent, the RTX 4070 or the RTX A5000?▾

Cloud rental prices for both the RTX 4070 and RTX A5000 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 4070 have compared to the RTX A5000?▾

The RTX 4070 has 12 to 16 GB of GDDR6X memory. The RTX A5000 has 24 GB of GDDR6 memory.

Can I find RTX 4070 and RTX A5000 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 4070 and the RTX A5000?▾

The RTX 4070 uses the Ada Lovelace architecture (2023) while the RTX A5000 uses Ampere (2021). The RTX 4070 has 12-16 GB of GDDR6X at 504 GB/s; the RTX A5000 has 24 GB of GDDR6 at 768 GB/s, so the RTX A5000 has 1.5x the memory bandwidth of the RTX 4070.

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 4070 and the RTX A5000. 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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