GPU comparison

RTX 4070 vs RTX A2000

Specifications and current cloud pricing, side by side.

Ada LovelacevsAmpereUpdated 32 days ago

The RTX 4070 wins for the most common use case of LLM inference because its 29.1 TFLOPS FP32 and 504 GB/s bandwidth exceed the corresponding 8 TFLOPS and 288 GB/s values of the RTX A2000.

RTX 4070 listed from $0.50/GPU/hrRTX A2000 listed from $0.50/GPU/hr

Specifications Compared

SpecRTX 4070RTX A2000
TDP200W70W
VRAM12-16 GB6-12 GB
CUDA Cores5,8883,328
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 4.0PCIe 4.0
Tensor Cores184104
FP32 Performance29.1 TFLOPS8 TFLOPS
Memory Bandwidth504 GB/s288 GB/s
FP8 (with sparsity)233.2 TFLOPSNot published
FP16 (with sparsity)116.6 TFLOPS63.9 TFLOPS
INT8 (with sparsity)466.4 TOPSNot published

Performance Analysis

The RTX 4070 delivers 58.3 TFLOPS in dense FP16 while the RTX A2000 provides 63.9 TFLOPS in FP16 with sparsity. Direct comparison of dense FP16 figures shows the RTX 4070 at 58.3 TFLOPS against no published dense FP16 value for the RTX A2000. The RTX 4070 FP32 performance reaches 29.1 TFLOPS compared to 8 TFLOPS for the RTX A2000. Memory bandwidth of 504 GB/s on the RTX 4070 versus 288 GB/s on the RTX A2000 influences the maximum batch sizes possible during training or inference operations. Higher bandwidth on the RTX 4070 supports larger batches when memory capacity allows.

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 A2000

RTX A2000 is not offered on-demand by any provider we track right now. See the RTX A2000 rental page for last-seen listed prices and a price alert.

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When to Choose the RTX 4070

The RTX 4070 suits workloads that require higher FP32 throughput at 29.1 TFLOPS and greater memory bandwidth at 504 GB/s. Scenarios involving larger VRAM needs up to 16 GB GDDR6X benefit from this option over the RTX A2000 limits.

When to Choose the RTX A2000

The RTX A2000 fits power constrained environments due to its 70W TDP rating. Tasks that operate within 6-12 GB GDDR6 VRAM and do not require dense FP16 figures beyond published values align with this GPU.

Use Cases

LLM Training
RTX 4070

The RTX 4070 provides 58.3 TFLOPS dense FP16 and 504 GB/s bandwidth that exceed RTX A2000 specifications for handling larger batches.

LLM Inference
RTX 4070

The RTX 4070 FP32 performance of 29.1 TFLOPS supports faster inference compared to 8 TFLOPS on the RTX A2000.

Fine-tuning
RTX 4070

Higher memory bandwidth at 504 GB/s on the RTX 4070 enables more efficient fine-tuning passes than the 288 GB/s on the RTX A2000.

Stable Diffusion
RTX 4070

The RTX 4070 VRAM range up to 16 GB GDDR6X accommodates larger models better than the RTX A2000 maximum of 12 GB.

Scientific Computing
RTX A2000

The RTX A2000 TDP of 70W suits sustained scientific workloads where power limits matter more than the 200W TDP of the RTX 4070.

Frequently Asked Questions

What is the FP32 performance difference between RTX 4070 and RTX A2000?▾

The RTX 4070 reaches 29.1 TFLOPS in FP32. The RTX A2000 reaches 8 TFLOPS in FP32. This gap affects compute bound scientific tasks.

How does memory bandwidth compare for these GPUs?▾

The RTX 4070 lists 504 GB/s memory bandwidth. The RTX A2000 lists 288 GB/s memory bandwidth. Bandwidth directly limits batch sizes in training.

Which GPU has higher dense FP16 performance?▾

The RTX 4070 provides 58.3 TFLOPS dense FP16. The RTX A2000 does not publish a dense FP16 figure. Only the sparsity value of 63.9 TFLOPS appears for the RTX A2000.

How do TDP values affect deployment choices?▾

The RTX 4070 TDP is 200W. The RTX A2000 TDP is 70W. Lower power draw on the RTX A2000 reduces cooling requirements in dense server racks.

Which is cheaper to rent, the RTX 4070 or the RTX A2000?▾

Cloud rental prices for both the RTX 4070 and RTX A2000 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 A2000?▾

The RTX 4070 has 12 to 16 GB of GDDR6X memory. The RTX A2000 has 6 to 12 GB of GDDR6 memory.

Can I find RTX 4070 and RTX A2000 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 A2000?▾

The RTX 4070 uses the Ada Lovelace architecture (2023) while the RTX A2000 uses Ampere (2021). The RTX 4070 has 12-16 GB of GDDR6X at 504 GB/s; the RTX A2000 has 6-12 GB of GDDR6 at 288 GB/s, so the RTX 4070 has 1.8x the memory bandwidth of the RTX A2000.

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 A2000. 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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