GPU comparison

RTX 4000 Ada vs RTX A5000

Specifications and current cloud pricing, side by side.

Ada LovelacevsAmpereUpdated 33 days ago

The RTX A5000 wins for the most common use case of memory intensive inference because its 24 GB VRAM and 768 GB/s bandwidth exceed the 20 GB and 360 GB/s figures of the RTX 4000 Ada while FP32 rates remain close at 27.8 TFLOPS versus 26.7 TFLOPS.

RTX 4000 Ada listed from $0.28/GPU/hrRTX A5000 listed from $0.23/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX A5000 at $0.23/hr on Vast.ai

    Deploy
  • Most providers in stock: RTX A5000 (2)

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Specifications Compared

SpecRTX 4000 AdaRTX A5000
TDP130W230W
VRAM20 GB24 GB
CUDA Cores6,1448,192
Memory TypeGDDR6GDDR6
ArchitectureAda LovelaceAmpere
Form FactorsPCIePCIe
InterconnectPCIe 4.0NVLink, PCIe 4.0
Tensor Cores192256
FP32 Performance26.7 TFLOPS27.8 TFLOPS
Memory Bandwidth360 GB/s768 GB/s
FP8 (with sparsity)427.6 TFLOPSNot published
FP16 (with sparsity)Not published222.2 TFLOPS

Performance Analysis

FP32 performance at 26.7 TFLOPS for the RTX 4000 Ada and 27.8 TFLOPS for the RTX A5000 shows comparable dense computation rates for standard workloads. The RTX A5000 lists FP16 performance with sparsity at 222.2 TFLOPS while no FP16 figure appears for the RTX 4000 Ada. Memory bandwidth of 360 GB/s on the RTX 4000 Ada versus 768 GB/s on the RTX A5000 limits batch size scaling in bandwidth constrained scenarios. The RTX 4000 Ada lists FP8 performance with sparsity at 427.6 TFLOPS with no corresponding FP8 value for the RTX A5000.

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 A5000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiRomania, RO1$0.23—Deploy
Paperspaceny24$1.38$5.52Deploy

2 providers in stock, 9 offers (cheapest per provider shown). All RTX A5000 offers, price history and alerts

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When to Choose the RTX 4000 Ada

The RTX 4000 Ada suits deployments where TDP must remain at 130W to fit power limited servers. Its 20 GB VRAM and PCIe interconnect meet requirements for compact workstation builds focused on FP32 tasks at 26.7 TFLOPS.

When to Choose the RTX A5000

The RTX A5000 fits scenarios requiring 24 GB VRAM and 768 GB/s bandwidth to accommodate larger data sets. NVLink availability further supports multi GPU scaling beyond the PCIe only design of the alternative card.

Use Cases

LLM Training
RTX A5000

The RTX A5000 supplies 24 GB VRAM and 768 GB/s bandwidth to support larger training batches than the 20 GB and 360 GB/s on the RTX 4000 Ada.

LLM Inference
RTX A5000

Higher memory bandwidth at 768 GB/s on the RTX A5000 enables faster token processing compared with 360 GB/s on the RTX 4000 Ada.

Fine-tuning
Either

FP32 rates of 26.7 TFLOPS and 27.8 TFLOPS allow both cards to handle fine tuning workloads with similar dense performance.

Stable Diffusion
RTX A5000

The RTX A5000 provides 24 GB VRAM to load larger diffusion models that exceed the 20 GB capacity of the RTX 4000 Ada.

Scientific Computing
RTX 4000 Ada

TDP limited to 130W on the RTX 4000 Ada reduces power draw relative to 230W on the RTX A5000 for sustained dense FP32 runs at 26.7 TFLOPS.

Frequently Asked Questions

How does memory bandwidth compare on these two GPUs?▾

Memory bandwidth measures 360 GB/s on the RTX 4000 Ada and 768 GB/s on the RTX A5000.

Which GPU has lower power consumption?▾

The RTX 4000 Ada operates at a TDP of 130W compared with 230W for the RTX A5000.

Does the RTX A5000 support NVLink?▾

The RTX A5000 includes NVLink interconnect in addition to PCIe 4.0 while the RTX 4000 Ada uses PCIe 4.0 only.

What FP32 performance do the cards deliver?▾

FP32 performance stands at 26.7 TFLOPS for the RTX 4000 Ada and 27.8 TFLOPS for the RTX A5000.

Is FP16 performance published for the RTX 4000 Ada?▾

No FP16 value appears for the RTX 4000 Ada whereas the RTX A5000 lists FP16 performance with sparsity at 222.2 TFLOPS.

Which is cheaper to rent, the RTX 4000 Ada or the RTX A5000?▾

Cloud rental prices for both the RTX 4000 Ada and RTX A5000 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 A5000?▾

The RTX 4000 Ada has 20 GB of GDDR6 memory. The RTX A5000 has 24 GB of GDDR6 memory.

Can I find RTX 4000 Ada and RTX A5000 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 A5000?▾

The RTX 4000 Ada uses the Ada Lovelace architecture (2023) while the RTX A5000 uses Ampere (2021). The RTX 4000 Ada has 20 GB of GDDR6 at 360 GB/s; the RTX A5000 has 24 GB of GDDR6 at 768 GB/s, so the RTX A5000 has 2.1x 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 A5000. 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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