GPU comparison

Quadro RTX 4000 vs RTX 2070

Specifications and current cloud pricing, side by side.

TuringvsTuringUpdated 32 days ago

The Quadro RTX 4000 wins for the most common tensor centric workloads because its 57 TFLOPS dense FP16 exceeds the RTX 2070 dense FP16 figure by a wide margin while consuming only 125W.

Quadro RTX 4000 listed from $0.56/GPU/hr

Right now, from live stock

  • Cheapest right now: Quadro RTX 4000 at $0.56/hr on Paperspace

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  • Most providers in stock: Quadro RTX 4000 (1)

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Specifications Compared

SpecQuadro RTX 4000RTX 2070
TDP125W175W
VRAM8 GB8 GB
CUDA Cores2,3042,304
Memory TypeGDDR6GDDR6
ArchitectureTuringTuring
FP16 (dense)57 TFLOPS29.9 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published119.4 TOPS
InterconnectPCIe 3.0PCIe 3.0
Tensor Cores288288
FP32 Performance7.1 TFLOPS7.5 TFLOPS
Memory Bandwidth416 GB/s448 GB/s

Performance Analysis

The Quadro RTX 4000 provides nearly twice the dense FP16 throughput of the RTX 2070 at 57 TFLOPS versus 29.9 TFLOPS. This gap favors the Quadro RTX 4000 for matrix heavy operations where dense FP16 acceleration reduces iteration time during training or inference passes. FP32 performance remains close at 7.1 TFLOPS versus 7.5 TFLOPS so single precision workloads show little separation. The RTX 2070 supplies 448 GB/s bandwidth against 416 GB/s on the Quadro RTX 4000 which can support modestly larger batch sizes in memory bound scenarios. Lower TDP of 125W on the Quadro RTX 4000 versus 175W on the RTX 2070 improves sustained operation under power limited conditions.

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.

Quadro RTX 4000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Paperspaceams11$0.56—Deploy

1 provider in stock, 5 offers (cheapest per provider shown). All Quadro RTX 4000 offers, price history and alerts

RTX 2070

RTX 2070 is not offered on-demand by any provider we track right now. See the RTX 2070 rental page for last-seen listed prices and a price alert.

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When to Choose the Quadro RTX 4000

The Quadro RTX 4000 suits environments that prioritize dense FP16 throughput of 57 TFLOPS and TDP of 125W. Workloads that benefit from higher tensor density at lower power draw select this card over alternatives with 29.9 TFLOPS dense FP16.

When to Choose the RTX 2070

The RTX 2070 fits cases that value 448 GB/s memory bandwidth and 7.5 TFLOPS FP32 alongside dense INT8 at 119.4 TOPS. Scenarios needing the higher bandwidth figure for data movement select this option over the 416 GB/s alternative.

Use Cases

LLM Training
Quadro RTX 4000

The Quadro RTX 4000 supplies 57 TFLOPS dense FP16 which accelerates matrix operations compared with 29.9 TFLOPS dense FP16 on the RTX 2070.

LLM Inference
Quadro RTX 4000

Dense FP16 performance of 57 TFLOPS on the Quadro RTX 4000 supports faster token generation than the 29.9 TFLOPS dense FP16 rating of the RTX 2070.

Fine-tuning
Either

FP32 figures of 7.1 TFLOPS and 7.5 TFLOPS remain comparable so either card handles fine tuning steps at similar rates.

Stable Diffusion
RTX 2070

The RTX 2070 provides 448 GB/s bandwidth which exceeds the 416 GB/s of the Quadro RTX 4000 for image generation buffers.

Scientific Computing
Quadro RTX 4000

Lower TDP of 125W on the Quadro RTX 4000 enables longer runs than the 175W TDP of the RTX 2070 while retaining adequate FP32 at 7.1 TFLOPS.

Frequently Asked Questions

Which GPU offers higher dense FP16 performance?▾

The Quadro RTX 4000 reaches 57 TFLOPS dense FP16 while the RTX 2070 reaches 29.9 TFLOPS dense FP16.

How do the FP32 ratings compare between these cards?▾

The Quadro RTX 4000 lists 7.1 TFLOPS FP32 and the RTX 2070 lists 7.5 TFLOPS FP32.

What memory bandwidth does each GPU provide?▾

The Quadro RTX 4000 supplies 416 GB/s and the RTX 2070 supplies 448 GB/s.

Which card has the lower power requirement?▾

The Quadro RTX 4000 operates at 125W TDP whereas the RTX 2070 operates at 175W TDP.

What interconnect do these GPUs use?▾

Both the Quadro RTX 4000 and RTX 2070 employ PCIe 3.0 interconnect.

Which is cheaper to rent, the Quadro RTX 4000 or the RTX 2070?▾

Cloud rental prices for both the Quadro RTX 4000 and RTX 2070 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 Quadro RTX 4000 have compared to the RTX 2070?▾

The Quadro RTX 4000 has 8 GB of GDDR6 memory. The RTX 2070 has 8 GB of GDDR6 memory.

Can I find Quadro RTX 4000 and RTX 2070 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 Quadro RTX 4000 and the RTX 2070?▾

The Quadro RTX 4000 uses the Turing architecture (2018) while the RTX 2070 uses Turing (2018). The Quadro RTX 4000 delivers 1.9x the dense FP16 throughput (57 vs 29.9 TFLOPS, both without sparsity) while the RTX 2070 has 1.1x the memory bandwidth of the Quadro RTX 4000.

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the Quadro RTX 4000 and the RTX 2070. 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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