GPU comparison

RTX 4000 Ada vs RTX PRO 6000

Specifications and current cloud pricing, side by side.

Ada LovelacevsBlackwellUpdated 32 days ago

The RTX PRO 6000 wins for the most common use case of LLM inference. Its 96 GB VRAM, 1792 GB/s bandwidth, and dense FP16 performance of 503.8 TFLOPS provide clear advantages over the 20 GB and 360 GB/s limits of the RTX 4000 Ada Generation.

RTX 4000 Ada listed from $0.28/GPU/hrRTX PRO 6000 listed from $0.69/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX PRO 6000 at $0.69/hr on RunPod

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  • Most providers in stock: RTX PRO 6000 (6)

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Specifications Compared

SpecRTX 4000 AdaRTX PRO 6000
TDP130W600W
VRAM20 GB96 GB
CUDA Cores6,14424,064
FP4 (dense)Not published2,015.2 TFLOPS
FP8 (dense)Not published1,007.6 TFLOPS
Memory TypeGDDR6GDDR7
ArchitectureAda LovelaceBlackwell
FP16 (dense)Not published503.8 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published1,007.6 TOPS
InterconnectPCIe 4.0PCIe 5.0
Tensor Cores192752
FP32 Performance26.7 TFLOPS126 TFLOPS
Memory Bandwidth360 GB/s1,792 GB/s
FP4 (with sparsity)Not published4,030.4 TFLOPS
FP8 (with sparsity)427.6 TFLOPS2,015.2 TFLOPS
FP16 (with sparsity)Not published1,007.6 TFLOPS
INT8 (with sparsity)Not published2,015.2 TOPS

Performance Analysis

The RTX PRO 6000 delivers FP32 performance of 126 TFLOPS while the RTX 4000 Ada Generation delivers 26.7 TFLOPS. The RTX PRO 6000 also lists dense FP16 performance of 503.8 TFLOPS and FP16 performance with sparsity of 1007.6 TFLOPS. The RTX 4000 Ada Generation does not publish FP16 figures. Higher memory bandwidth of 1792 GB/s on the RTX PRO 6000 compared with 360 GB/s on the RTX 4000 Ada Generation supports larger batch sizes during inference and training operations. The FP32 ratio of 126 to 26.7 indicates the RTX PRO 6000 completes matrix operations in fewer cycles for dense computations.

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 4000 Ada

RTX 4000 Ada is not offered on-demand by any provider we track right now. See the RTX 4000 Ada rental page for last-seen listed prices and a price alert.

RTX PRO 6000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
RunPodglobal1$0.69—Deploy
Vast.aiCzechia, CZ1$1.85—Deploy
Massed Computeus-central-92$2.19$4.38Deploy
VERDAFIN-HEL8$2.35$18.78Deploy
QuantaCloudus-east-11$2.39—Deploy

6 providers in stock, 22 offers (cheapest per provider shown). All RTX PRO 6000 offers, price history and alerts

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When to Choose the RTX 4000 Ada

The RTX 4000 Ada Generation suits environments where TDP remains limited to 130 W and PCIe 4.0 interconnect meets requirements. Workloads that fit within 20 GB VRAM and do not require published FP16 throughput benefit from the lower power draw and smaller form factor constraints.

When to Choose the RTX PRO 6000

The RTX PRO 6000 suits workloads that require 96 GB VRAM and 1792 GB/s bandwidth for large models. Dense FP16 performance of 503.8 TFLOPS and FP32 performance of 126 TFLOPS enable faster iteration on training or inference tasks that exceed the capacity of 20 GB configurations.

Use Cases

LLM Training
RTX PRO 6000

The RTX PRO 6000 provides 96 GB VRAM and dense FP16 performance of 503.8 TFLOPS that exceed the published specifications of the RTX 4000 Ada Generation.

LLM Inference
RTX PRO 6000

The RTX PRO 6000 supplies 1792 GB/s bandwidth and FP32 performance of 126 TFLOPS that support larger batch sizes than the 360 GB/s and 26.7 TFLOPS of the RTX 4000 Ada Generation.

Fine-tuning
RTX PRO 6000

Stable Diffusion
RTX 4000 Ada

The RTX 4000 Ada Generation meets requirements with 20 GB VRAM and 130 W TDP for diffusion workloads that do not need higher memory capacity.

Scientific Computing
RTX PRO 6000

The RTX PRO 6000 delivers FP32 performance of 126 TFLOPS and PCIe 5.0 interconnect that accelerate compute tasks compared with 26.7 TFLOPS on the RTX 4000 Ada Generation.

Frequently Asked Questions

What is the memory difference between RTX 4000 Ada and RTX PRO 6000?▾

The RTX 4000 Ada Generation contains 20 GB GDDR6 while the RTX PRO 6000 contains 96 GB GDDR7. Memory bandwidth stands at 360 GB/s versus 1792 GB/s.

How does FP32 performance compare on these GPUs?▾

The RTX 4000 Ada Generation lists FP32 performance of 26.7 TFLOPS. The RTX PRO 6000 lists FP32 performance of 126 TFLOPS.

Which GPU has lower power consumption?▾

The RTX 4000 Ada Generation operates at a TDP of 130 W. The RTX PRO 6000 operates at a TDP of 600 W.

What architectures do these GPUs use?▾

The RTX 4000 Ada Generation uses the Ada Lovelace architecture. The RTX PRO 6000 uses the Blackwell architecture.

Does the RTX 4000 Ada publish FP16 performance?▾

The RTX 4000 Ada Generation does not publish FP16 performance figures. The RTX PRO 6000 lists dense FP16 performance of 503.8 TFLOPS.

What interconnect does each GPU support?▾

The RTX 4000 Ada Generation supports PCIe 4.0. The RTX PRO 6000 supports PCIe 5.0.

Which is cheaper to rent, the RTX 4000 Ada or the RTX PRO 6000?▾

Cloud rental prices for both the RTX 4000 Ada and RTX PRO 6000 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 4000 Ada have compared to the RTX PRO 6000?▾

The RTX 4000 Ada has 20 GB of GDDR6 memory. The RTX PRO 6000 has 96 GB of GDDR7 memory.

Can I find RTX 4000 Ada and RTX PRO 6000 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 4000 Ada and the RTX PRO 6000?▾

The RTX 4000 Ada uses the Ada Lovelace architecture (2023) while the RTX PRO 6000 uses Blackwell (2025). The RTX 4000 Ada has 20 GB of GDDR6 at 360 GB/s; the RTX PRO 6000 has 96 GB of GDDR7 at 1,792 GB/s, so the RTX PRO 6000 has 5.0x the memory bandwidth of the RTX 4000 Ada.

Rent these GPUs

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 4000 Ada and the RTX PRO 6000. 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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