GPU comparison

RTX 4000 Ada vs RTX A4000

Specifications and current cloud pricing, side by side.

Ada LovelacevsAmpereUpdated 30 days ago

The RTX 4000 Ada wins for the most common use case of dense FP32 workloads because it supplies 26.7 TFLOPS FP32 at a lower TDP of 130W with 20 GB GDDR6 VRAM.

RTX 4000 Ada from $0.28/GPU/hrRTX A4000 from $0.15/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX A4000 at $0.15/hr on Hyperstack

    Deploy
  • Most providers in stock: RTX A4000 (2)

    See all offers

Specifications Compared

SpecRTX 4000 AdaRTX A4000
TDP130W140W
VRAM20 GB16-20 GB
CUDA Cores6,1446,144
Memory TypeGDDR6GDDR6
ArchitectureAda LovelaceAmpere
Form FactorsPCIePCIe
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores192192
FP32 Performance26.7 TFLOPS19.2 TFLOPS
Memory Bandwidth360 GB/s448 GB/s
FP8 (with sparsity)427.6 TFLOPSNot published
FP16 (with sparsity)Not published153.4 TFLOPS

Performance Analysis

The FP32 performance difference shows the RTX 4000 Ada at 26.7 TFLOPS exceeding the RTX A4000 at 19.2 TFLOPS for dense operations that support both training and inference tasks. Memory bandwidth at 448 GB/s on the RTX A4000 versus 360 GB/s on the RTX 4000 Ada allows larger batch sizes in memory intensive workloads on the former card. The RTX A4000 lists FP16 performance at 153.4 TFLOPS with sparsity while the RTX 4000 Ada lists FP8 performance at 427.6 TFLOPS with sparsity so like for like tensor comparisons remain limited to the published dense FP32 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.

RTX 4000 Ada

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
RunPodglobal1$0.28—Deploy

1 provider in stock, 1 offer. All RTX 4000 Ada offers, price history and alerts

RTX A4000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
HyperstackNORWAY-11$0.15—Deploy
Paperspaceny22$0.76$1.52Deploy

2 providers in stock, 11 offers (cheapest per provider shown). All RTX A4000 offers, price history and alerts

Which GPU to watchWatch the price of

Notify me when RTX 4000 Ada drops below a price

One email when the cheapest in-stock on-demand price per GPU-hour falls below your threshold. Cheapest right now: $0.28/GPU-hr.

QuantaCloud

Comparing providers? We broker across all of them.

Stop tab-switching between pricing pages. Tell us what you need, 16+ GPUs reserved or cluster capacity, and we return one quote at partner rates within 24 hours.

No waitlist24hr quote turnaroundInfiniBand fabric

Compare real-time pricing across 25+ providers

When to Choose the RTX 4000 Ada

The RTX 4000 Ada suits scenarios that prioritize lower power draw at 130W and higher dense FP32 throughput at 26.7 TFLOPS.

When to Choose the RTX A4000

The RTX A4000 fits cases that require 448 GB/s memory bandwidth to handle larger data transfers compared to the 360 GB/s on the RTX 4000 Ada. Applications that utilize the listed 153.4 TFLOPS FP16 with sparsity find direct support on this 140W card.

Use Cases

LLM Training
RTX 4000 Ada

The RTX 4000 Ada supplies 26.7 TFLOPS FP32 which exceeds the 19.2 TFLOPS FP32 on the RTX A4000 for dense training operations.

LLM Inference
RTX 4000 Ada

The RTX 4000 Ada at 26.7 TFLOPS FP32 and 130W TDP supports inference with lower power than the 140W RTX A4000.

Fine-tuning
Either

Both cards provide comparable VRAM capacity in the 16-20 GB range and PCIe 4.0 interconnects for fine-tuning tasks.

Stable Diffusion
RTX A4000

The RTX A4000 delivers 448 GB/s memory bandwidth which exceeds the 360 GB/s on the RTX 4000 Ada for image generation workloads.

Scientific Computing
RTX 4000 Ada

The RTX 4000 Ada offers 26.7 TFLOPS FP32 dense performance at 130W TDP for compute intensive scientific applications.

Frequently Asked Questions

What FP32 performance do the RTX 4000 Ada and RTX A4000 deliver?▾

The RTX 4000 Ada delivers 26.7 TFLOPS FP32. The RTX A4000 delivers 19.2 TFLOPS FP32.

How does memory bandwidth compare between the RTX 4000 Ada and RTX A4000?▾

The RTX 4000 Ada provides 360 GB/s memory bandwidth. The RTX A4000 provides 448 GB/s memory bandwidth.

What are the TDP ratings for the RTX 4000 Ada and RTX A4000?▾

The RTX 4000 Ada has a TDP of 130W. The RTX A4000 has a TDP of 140W.

Do the RTX 4000 Ada and RTX A4000 share the same interconnect?▾

Both the RTX 4000 Ada and RTX A4000 use PCIe 4.0 interconnects in PCIe form factors.

What sparsity performance figures are published for each card?▾

The RTX 4000 Ada lists 427.6 TFLOPS FP8 with sparsity. The RTX A4000 lists 153.4 TFLOPS FP16 with sparsity.

Which is cheaper to rent, the RTX 4000 Ada or the RTX A4000?▾

Cloud rental prices for both the RTX 4000 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 4000 Ada have compared to the RTX A4000?▾

The RTX 4000 Ada has 20 GB of GDDR6 memory. The RTX A4000 has 16 to 20 GB of GDDR6 memory.

Can I find RTX 4000 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 4000 Ada and the RTX A4000?▾

The RTX 4000 Ada uses the Ada Lovelace architecture (2023) while the RTX A4000 uses Ampere (2021). The RTX 4000 Ada has 20 GB of GDDR6 at 360 GB/s; the RTX A4000 has 16-20 GB of GDDR6 at 448 GB/s, so the RTX A4000 has 1.2x the memory bandwidth of the RTX 4000 Ada.

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 4000 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.

Next steps