GPU comparison

RTX 6000 Ada vs RTX A4000

Specifications and current cloud pricing, side by side.

Ada LovelacevsAmpereUpdated 33 days ago

The RTX 6000 Ada wins for the most common use case of LLM inference because its 48 GB GDDR6 memory and 364 TFLOPS FP16 dense performance exceed the corresponding figures on the RTX A4000.

RTX 6000 Ada from $0.78/GPU/hrRTX A4000 from $0.76/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX A4000 at $0.76/hr on Paperspace

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  • Most providers in stock: RTX 6000 Ada (5)

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Specifications Compared

SpecRTX 6000 AdaRTX A4000
TDP300W140W
VRAM48 GB16-20 GB
CUDA Cores18,1766,144
FP8 (dense)728.5 TFLOPSNot published
Memory TypeGDDR6GDDR6
ArchitectureAda LovelaceAmpere
FP16 (dense)364 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)728.5 TOPSNot published
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores568192
FP32 Performance91.1 TFLOPS19.2 TFLOPS
Memory Bandwidth960 GB/s448 GB/s
FP8 (with sparsity)1,457 TFLOPSNot published
FP16 (with sparsity)728 TFLOPS153.4 TFLOPS
INT8 (with sparsity)1,457 TOPSNot published

Performance Analysis

FP32 performance reaches 91.1 TFLOPS on the RTX 6000 Ada compared to 19.2 TFLOPS on the RTX A4000. Memory bandwidth measures 960 GB/s for the RTX 6000 Ada against 448 GB/s for the RTX A4000. The RTX 6000 Ada lists FP16 dense performance at 364 TFLOPS and FP16 with sparsity at 728 TFLOPS while the RTX A4000 lists FP16 with sparsity at 153.4 TFLOPS. Higher memory bandwidth on the RTX 6000 Ada supports larger batch sizes during training and inference operations.

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 6000 Ada

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
QuantaCloudus-midwest-18$0.78$6.21Deploy
Massed Computeus-central-32$0.79$1.58Deploy
LeaderGPUThe Netherlands8$0.91$7.29Deploy
RunPodglobal1$0.99—Deploy
DigitalOceanToronto 11$1.57—Deploy

5 providers in stock, 18 offers (cheapest per provider shown). All RTX 6000 Ada offers, price history and alerts

RTX A4000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Paperspaceny22$0.76$1.52Deploy

1 provider in stock, 9 offers (cheapest per provider shown). All RTX A4000 offers, price history and alerts

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When to Choose the RTX 6000 Ada

The RTX 6000 Ada suits workloads that require 48 GB of GDDR6 memory and 91.1 TFLOPS of FP32 throughput. Its 960 GB/s memory bandwidth further benefits applications that process large datasets without frequent data transfers.

When to Choose the RTX A4000

The RTX A4000 fits environments constrained by a 140W TDP limit and PCIe form factor requirements. Its 448 GB/s memory bandwidth remains adequate for tasks that operate within 16 GB to 20 GB of GDDR6 memory.

Use Cases

LLM Training
RTX 6000 Ada

The RTX 6000 Ada supplies 48 GB of GDDR6 memory compared to the 16 GB to 20 GB range on the RTX A4000.

LLM Inference
RTX 6000 Ada

The RTX 6000 Ada delivers 364 TFLOPS FP16 dense performance while the RTX A4000 provides no dense FP16 figure.

Fine-tuning
RTX 6000 Ada

The RTX 6000 Ada offers 728 TFLOPS FP16 with sparsity against 153.4 TFLOPS FP16 with sparsity on the RTX A4000.

Stable Diffusion
Either

Both GPUs support PCIe form factors and PCIe 4.0 interconnect though memory capacity differs.

Scientific Computing
RTX 6000 Ada

The RTX 6000 Ada achieves 91.1 TFLOPS FP32 compared to 19.2 TFLOPS FP32 on the RTX A4000.

Frequently Asked Questions

What FP32 performance do the RTX 6000 Ada and RTX A4000 deliver?▾

The RTX 6000 Ada reaches 91.1 TFLOPS in FP32. The RTX A4000 reaches 19.2 TFLOPS in FP32.

What memory bandwidth separates the RTX 6000 Ada from the RTX A4000?▾

The RTX 6000 Ada provides 960 GB/s memory bandwidth. The RTX A4000 provides 448 GB/s memory bandwidth.

Which GPU has the higher TDP rating?▾

The RTX 6000 Ada carries a 300W TDP rating. The RTX A4000 carries a 140W TDP rating.

Do the RTX 6000 Ada and RTX A4000 share the same interconnect?▾

Both the RTX 6000 Ada and the RTX A4000 use PCIe 4.0 interconnect in PCIe form factors.

What FP16 figures are published for each GPU?▾

The RTX 6000 Ada publishes 364 TFLOPS FP16 dense and 728 TFLOPS FP16 with sparsity. The RTX A4000 publishes 153.4 TFLOPS FP16 with sparsity.

Which is cheaper to rent, the RTX 6000 Ada or the RTX A4000?▾

Cloud rental prices for both the RTX 6000 Ada and RTX A4000 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 6000 Ada have compared to the RTX A4000?▾

The RTX 6000 Ada has 48 GB of GDDR6 memory. The RTX A4000 has 16 to 20 GB of GDDR6 memory.

Can I find RTX 6000 Ada and RTX A4000 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 6000 Ada and the RTX A4000?▾

The RTX 6000 Ada uses the Ada Lovelace architecture (2022) while the RTX A4000 uses Ampere (2021). The RTX 6000 Ada has 48 GB of GDDR6 at 960 GB/s; the RTX A4000 has 16-20 GB of GDDR6 at 448 GB/s, so the RTX 6000 Ada has 2.1x the memory bandwidth of the RTX A4000.

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 6000 Ada and the RTX A4000. 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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