GPU comparison

Quadro RTX 4000 vs TITAN V

Specifications and current cloud pricing, side by side.

TuringvsVoltaUpdated 33 days ago

The TITAN V wins for the most common use case of LLM inference because its 110 TFLOPS dense FP16 and 12 GB memory exceed the corresponding 57 TFLOPS and 8 GB figures of the Quadro RTX 4000.

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 4000TITAN V
TDP125W250W
VRAM8 GB12 GB
CUDA Cores2,3045,120
Memory TypeGDDR6HBM2
ArchitectureTuringVolta
FP16 (dense)57 TFLOPS110 TFLOPS
Form FactorsPCIePCIe
InterconnectPCIe 3.0PCIe 3.0
Tensor Cores288640
FP32 Performance7.1 TFLOPS14.9 TFLOPS
Memory Bandwidth416 GB/s653 GB/s

Performance Analysis

Dense FP16 throughput differs markedly as the TITAN V reaches 110 TFLOPS dense FP16 compared with 57 TFLOPS dense FP16 on the Quadro RTX 4000. Training and inference steps that rely on half precision therefore finish faster on the TITAN V. The FP32 values follow the same proportion at 14.9 TFLOPS versus 7.1 TFLOPS. Memory bandwidth governs feasible batch sizes during execution. The TITAN V bandwidth of 653 GB/s exceeds the Quadro RTX 4000 bandwidth of 416 GB/s and therefore permits larger batches in memory constrained scenarios. Neither GPU publishes FP8 or INT8 figures.

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

TITAN V

TITAN V is not offered on-demand by any provider we track right now. See the TITAN V 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 deployments where a 125W TDP limit constrains system design. Its 8 GB GDDR6 configuration and 416 GB/s bandwidth remain adequate for moderate workloads that do not require the higher dense FP16 rating of 110 TFLOPS.

When to Choose the TITAN V

Its 653 GB/s bandwidth and 14.9 TFLOPS FP32 rating accelerate larger models within power budgets that accept a 250W TDP.

Use Cases

LLM Training
TITAN V

The TITAN V supplies 110 TFLOPS dense FP16 together with 12 GB memory which accommodate larger training batches than the 57 TFLOPS and 8 GB of the Quadro RTX 4000.

LLM Inference
TITAN V

Inference throughput scales with the TITAN V dense FP16 rating of 110 TFLOPS and its 653 GB/s bandwidth versus the lower values on the Quadro RTX 4000.

Fine-tuning
TITAN V

Fine-tuning benefits from the TITAN V 14.9 TFLOPS FP32 and 12 GB capacity that exceed the 7.1 TFLOPS and 8 GB on the Quadro RTX 4000.

Stable Diffusion
Either

Both GPUs handle diffusion workloads yet the TITAN V higher bandwidth of 653 GB/s supports faster iteration while the Quadro RTX 4000 125W TDP reduces power draw.

Scientific Computing
TITAN V

Scientific workloads gain from the TITAN V 14.9 TFLOPS FP32 and 653 GB/s bandwidth which surpass the corresponding specifications of the Quadro RTX 4000.

Frequently Asked Questions

What is the dense FP16 performance of each GPU?▾

The Quadro RTX 4000 delivers 57 TFLOPS dense FP16 while the TITAN V delivers 110 TFLOPS dense FP16.

What TDP values apply to these GPUs?▾

The Quadro RTX 4000 TDP equals 125W and the TITAN V TDP equals 250W.

Which GPU offers higher memory bandwidth?▾

The TITAN V provides 653 GB/s bandwidth compared with 416 GB/s on the Quadro RTX 4000.

Do these GPUs share the same interconnect?▾

Both the Quadro RTX 4000 and the TITAN V use PCIe 3.0 interconnects.

What FP32 performance is listed for each model?▾

FP32 performance measures 7.1 TFLOPS on the Quadro RTX 4000 and 14.9 TFLOPS on the TITAN V.

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

Cloud rental prices for both the Quadro RTX 4000 and TITAN V 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 TITAN V?▾

The Quadro RTX 4000 has 8 GB of GDDR6 memory. The TITAN V has 12 GB of HBM2 memory.

Can I find Quadro RTX 4000 and TITAN V 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 TITAN V?▾

The Quadro RTX 4000 uses the Turing architecture (2018) while the TITAN V uses Volta (2017). The TITAN V delivers 1.9x the dense FP16 throughput (110 vs 57 TFLOPS, both without sparsity) and 1.6x the memory bandwidth of the Quadro RTX 4000.

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How this page is made

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