GPU comparison

RTX A4500 vs RTX A6000

Specifications and current cloud pricing, side by side.

AmperevsAmpereUpdated 35 days ago

This variant comparison is part of the RTX A4000 vs RTX A6000 family comparison.

The RTX A6000 variant wins for the most common use case of large model training and inference. Its 48 GB capacity and 38.7 TFLOPS dense FP16 exceed the limits of the 20 GB RTX A4500 variant in the majority of contemporary workloads.

RTX A4500 from $0.15/GPU/hrRTX A6000 from $0.44/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX A4500 at $0.15/hr on Hyperstack

    Deploy
  • Most providers in stock: RTX A6000 (6)

    See all offers

Specifications Compared

SpecRTX A4500RTX A6000
TDP140W300W
VRAM20 GB48 GB
CUDA Cores6,14410,752
Memory TypeGDDR6GDDR6
ArchitectureAmpereAmpere
Form FactorsPCIePCIe
InterconnectNot publishedNVLink
Tensor Cores192336
FP32 Performance19.2 TFLOPS38.7 TFLOPS
FP64 PerformanceNot published0.6 TFLOPS
Memory Bandwidth448 GB/s768 GB/s
FP16 (vendor figure, sparsity not specified)19.2 TFLOPS38.7 TFLOPS

Performance Analysis

Dense FP16 performance measures 19.2 TFLOPS on the RTX A4500 family and 38.7 TFLOPS on the RTX A6000 family. The same dense FP32 figures apply at 19.2 TFLOPS and 38.7 TFLOPS respectively. This twofold difference in dense FP16 throughput allows the RTX A6000 variant to complete matrix operations in half the time during training or inference passes. Memory bandwidth of 448 GB/s versus 768 GB/s directly limits maximum batch size. The higher bandwidth on the RTX A6000 family supports roughly 70 percent larger batches before memory stalls occur. Both families report tensor figures without sparsity so comparisons remain consistent across dense values only.

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 A4500

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

2 providers in stock, 7 offers (cheapest per provider shown). All RTX A4500 offers, price history and alerts

RTX A6000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
LeaderGPUThe Netherlands8$0.44$3.54Deploy
QuantaCloudus-midwest-12$0.48$0.96Deploy
HyperstackCANADA-14$0.50$2.00Deploy
Massed Computeus-central-21$0.55—Deploy
RunPodglobal1$0.59—Deploy

6 providers in stock, 47 offers (cheapest per provider shown). All RTX A6000 offers, price history and alerts

Which GPU to watchWatch the price of

Notify me when RTX A4500 drops below a price

One email when the cheapest in-stock on-demand price per GPU-hour falls below your threshold. Cheapest right now: $0.15/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 A4500

The RTX A4500 variant with 20 GB GDDR6 suits environments where TDP must stay at 140 W. Its 448 GB/s bandwidth and 19.2 TFLOPS dense FP16 handle moderate batch sizes for models that fit within 20 GB. Deployment in power constrained servers favors this variant over the 300 W alternative.

When to Choose the RTX A6000

The RTX A6000 variant with 48 GB GDDR6 and NVLink interconnect supports models that exceed 20 GB. Its 768 GB/s bandwidth and 38.7 TFLOPS dense FP16 enable larger batches and faster iteration. Workloads requiring the extra memory capacity or NVLink scaling select this variant.

Use Cases

LLM Training
RTX A6000

The 48 GB capacity accommodates larger models than the 20 GB limit while 38.7 TFLOPS dense FP16 halves iteration time compared with 19.2 TFLOPS.

LLM Inference
RTX A6000

Higher memory bandwidth at 768 GB/s sustains larger batch sizes than 448 GB/s and the 48 GB buffer prevents swapping for sequences exceeding 20 GB.

Fine-tuning
Either

Models under 20 GB run on either variant yet the RTX A6000 variant finishes epochs faster at 38.7 TFLOPS dense FP16.

Stable Diffusion
RTX A4500

The 140 W TDP and 20 GB capacity suffice for typical image generation workloads without excess power draw.

Scientific Computing
RTX A6000

NVLink interconnect and 768 GB/s bandwidth accelerate data exchange in multi GPU scientific simulations beyond the capabilities of the 448 GB/s PCIe only variant.

Frequently Asked Questions

What memory capacities distinguish the RTX A4500 20 GB variant from the RTX A6000 48 GB variant?▾

The RTX A4500 variant holds 20 GB GDDR6 while the RTX A6000 variant holds 48 GB GDDR6. Both variants use GDDR6 memory on the Ampere architecture.

How do the dense FP16 figures compare between these two variants?▾

Dense FP16 reaches 19.2 TFLOPS on the RTX A4500 family and 38.7 TFLOPS on the RTX A6000 family. The figures apply equally to dense FP32 performance.

Which variant supports NVLink interconnect?▾

The RTX A6000 variant includes NVLink interconnect. The RTX A4500 variant does not list NVLink support.

What TDP values apply to each family?▾

The RTX A4500 family operates at 140 W TDP. The RTX A6000 family operates at 300 W TDP.

How does memory bandwidth differ between the two families?▾

Memory bandwidth measures 448 GB/s for the RTX A4500 family and 768 GB/s for the RTX A6000 family. These values remain constant across variants within each family.

Do both variants share the same form factor?▾

Both the RTX A4500 20 GB variant and the RTX A6000 48 GB variant use the PCIe form factor.

Which is cheaper to rent, the RTX A4500 or the RTX A6000?▾

Cloud rental prices for both the RTX A4500 and RTX A6000 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 A4500 have compared to the RTX A6000?▾

The RTX A4500 has 20 GB of GDDR6 memory. The RTX A6000 has 48 GB of GDDR6 memory.

Can I find RTX A4500 and RTX A6000 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 A4500 and the RTX A6000?▾

The RTX A4500 uses the Ampere architecture (2021) while the RTX A6000 uses Ampere (2020). The RTX A4500 has 20 GB of GDDR6 at 448 GB/s; the RTX A6000 has 48 GB of GDDR6 at 768 GB/s, so the RTX A6000 has 1.7x the memory bandwidth of the RTX A4500.

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 A4500 and the RTX A6000. 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