GPU comparison

RTX 4070 vs V100

Specifications and current cloud pricing, side by side.

Ada LovelacevsVoltaUpdated 33 days ago

The V100 wins for the most common training use case because it supplies 125 TFLOPS dense FP16 and 900 GB/s memory bandwidth against the RTX 4070 values of 58.3 TFLOPS dense FP16 and 504 GB/s memory bandwidth.

RTX 4070 listed from $0.50/GPU/hrV100 listed from $0.83/GPU/hr

Right now, from live stock

Specifications Compared

SpecRTX 4070V100
TDP200W300W
VRAM12-16 GB16-32 GB
CUDA Cores5,8885,120
FP8 (dense)116.6 TFLOPSNot published
Memory TypeGDDR6XHBM2
ArchitectureAda LovelaceVolta
FP16 (dense)58.3 TFLOPS125 TFLOPS
Form FactorsPCIeSXM2, PCIe
INT8 (dense)233.2 TOPSNot published
InterconnectPCIe 4.0NVLink, PCIe 3.0
Tensor Cores184640
FP32 Performance29.1 TFLOPS15.7 TFLOPS
FP64 PerformanceNot published7.8 TFLOPS
Memory Bandwidth504 GB/s900 GB/s
FP8 (with sparsity)233.2 TFLOPSNot published
FP16 (with sparsity)116.6 TFLOPSNot published
INT8 (with sparsity)466.4 TOPSNot published

Performance Analysis

The V100 supplies 125 TFLOPS dense FP16 against the RTX 4070 supply of 58.3 TFLOPS dense FP16 so the V100 holds more than double the dense FP16 throughput for training workloads. The RTX 4070 supplies 29.1 TFLOPS FP32 against the V100 supply of 15.7 TFLOPS FP32 so the RTX 4070 holds nearly double the FP32 throughput for inference workloads that rely on single precision. The V100 supplies 900 GB/s memory bandwidth against the RTX 4070 supply of 504 GB/s memory bandwidth so the V100 supports larger batch sizes during both training and inference. The RTX 4070 supplies 58.3 TFLOPS dense FP16 against the V100 supply of 125 TFLOPS dense FP16 so the V100 completes dense FP16 operations in fewer cycles.

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.

V100

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Oribeauharnois1$0.83—Deploy
Paperspaceca11$2.30—Deploy

2 providers in stock, 72 offers (cheapest per provider shown). All V100 offers, price history and alerts

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When to Choose the RTX 4070

The RTX 4070 suits workloads that require 29.1 TFLOPS FP32 and a TDP of 200W. The RTX 4070 fits environments limited to PCIe interconnect and 12 to 16 GB GDDR6X memory. The RTX 4070 fits inference tasks that benefit from its FP32 rating over the V100 rating of 15.7 TFLOPS FP32.

When to Choose the V100

The V100 suits workloads that require 125 TFLOPS dense FP16 and 900 GB/s memory bandwidth. The V100 fits environments that support SXM2 form factor and NVLink interconnect. The V100 fits training tasks that benefit from its dense FP16 rating over the RTX 4070 rating of 58.3 TFLOPS dense FP16.

Use Cases

LLM Training
V100

The V100 supplies 125 TFLOPS dense FP16 against the RTX 4070 supply of 58.3 TFLOPS dense FP16.

LLM Inference
RTX 4070

The RTX 4070 supplies 29.1 TFLOPS FP32 against the V100 supply of 15.7 TFLOPS FP32.

Fine-tuning
V100

The V100 supplies 900 GB/s memory bandwidth against the RTX 4070 supply of 504 GB/s memory bandwidth.

Stable Diffusion
RTX 4070

The RTX 4070 supplies 58.3 TFLOPS dense FP16 and a TDP of 200W.

Scientific Computing
V100

The V100 supplies 125 TFLOPS dense FP16 and NVLink interconnect.

Frequently Asked Questions

How does FP16 performance compare between the RTX 4070 and V100?▾

The V100 supplies 125 TFLOPS dense FP16. The RTX 4070 supplies 58.3 TFLOPS dense FP16. The V100 therefore holds more than double the dense FP16 throughput.

What memory bandwidth does each GPU provide?▾

The V100 supplies 900 GB/s memory bandwidth. The RTX 4070 supplies 504 GB/s memory bandwidth. The V100 therefore supports larger batch sizes.

Which GPU has the lower TDP rating?▾

The RTX 4070 lists a TDP of 200W. The V100 lists a TDP of 300W. The RTX 4070 therefore consumes less power under load.

What FP32 performance does the RTX 4070 deliver compared to the V100?▾

The RTX 4070 supplies 29.1 TFLOPS FP32. The V100 supplies 15.7 TFLOPS FP32. The RTX 4070 therefore holds nearly double the FP32 throughput.

Does the V100 support NVLink?▾

The V100 supports NVLink interconnect. The RTX 4070 supports only PCIe 4.0 interconnect. The V100 therefore enables faster multi GPU communication.

Which is cheaper to rent, the RTX 4070 or the V100?▾

Cloud rental prices for both the RTX 4070 and V100 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 V100?▾

The RTX 4070 has 12 to 16 GB of GDDR6X memory. The V100 has 16 to 32 GB of HBM2 memory.

Can I find RTX 4070 and V100 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 V100?▾

The RTX 4070 uses the Ada Lovelace architecture (2023) while the V100 uses Volta (2017). The V100 delivers 2.1x the dense FP16 throughput (125 vs 58.3 TFLOPS, both without sparsity) and 1.8x the memory bandwidth of the RTX 4070.

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 4070 and the V100. 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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