Quadro RTX 5000 vs RTX A5000

TuringvsAmpereUpdated 36 days ago

The RTX A5000 emerges as the clear winner for most cloud users, offering 2.5 times the FP16/FP32 performance at 27.8 TFLOPS, 50% more VRAM at 24 GB, and double the 768 GB/s bandwidth, all at a lower average $0.41 per hour versus $0.82. Superior specs and pricing across 35 offers outweigh the Quadro RTX 5000 for prevalent machine learning and rendering tasks.

Quadro RTX 5000 from $0.82/hrRTX A5000 from $0.23/hr

Specifications Compared

SpecQUADRO-RTX-5000RTX-A5000
TDP230W230W
VRAM16 GB24 GB
CUDA Cores3,0728,192
Memory TypeGDDR6GDDR6
ArchitectureTuringAmpere
Form FactorsPCIePCIe
InterconnectNVLinkNVLink
Tensor Cores384256
FP16 Performance11.2 TFLOPS27.8 TFLOPS
FP32 Performance11.2 TFLOPS27.8 TFLOPS
Memory Bandwidth448 GB/s768 GB/s

Performance Analysis

The RTX A5000 outperforms the Quadro RTX 5000 in raw compute: 27.8 TFLOPS FP16 and FP32 versus 11.2 TFLOPS, enabling roughly 2.5 times faster matrix operations critical for machine learning training and inference. This delta translates to quicker convergence in training loops and higher throughput in inference serving, particularly for models leveraging half-precision computations.

Memory specifications favor the RTX A5000 decisively: 24 GB VRAM supports larger batch sizes than the Quadro RTX 5000's 16 GB, reducing out-of-memory errors in data-intensive workflows like fine-tuning large language models. The 768 GB/s bandwidth, double the 448 GB/s of its predecessor, accelerates data transfers, minimizing bottlenecks in memory-bound tasks such as image generation or scientific simulations.

Both GPUs share a 230W TDP, ensuring comparable power efficiency per TFLOP, but the Ampere architecture's advancements yield better real-world utilization in modern frameworks optimized for post-Turing features.

Live Cloud Pricing

Real-time prices from 25+ providers. Updated every 60 seconds.

Quadro RTX 5000

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Paperspace
Paperspace
NVIDIA Quadro RTX 5000
16GB VRAM
$0.82/GPU/hr
Available
Paperspace
Paperspace
2×NVIDIA Quadro RTX 5000
16GB VRAM
$0.82/GPU/hr
$1.64/hr total (2×)
Available

RTX A5000

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Vast.ai
Vast.ai
4×NVIDIA RTX A5000
24GB VRAM
$0.23/GPU/hr
$0.92/hr total (4×)
Available
RunPod
RunPod
NVIDIA RTX A5000
24GB VRAM
$0.27/GPU/hr
Cirrascale
Cirrascale
8×NVIDIA RTX A5000
24GB VRAM
$0.41/GPU/hr
$3.28/hr total (8×)
Cirrascale
Cirrascale
8×NVIDIA RTX A5000
24GB VRAM
$0.46/GPU/hr
$3.68/hr total (8×)
Cirrascale
Cirrascale
8×NVIDIA RTX A5000
24GB VRAM
$0.49/GPU/hr
$3.92/hr total (8×)

Compare real-time pricing across 25+ providers

When to Choose the Quadro RTX 5000

The Quadro RTX 5000 suits legacy workflows optimized specifically for Turing architecture, where recompilation for Ampere proves disruptive. Its 16 GB VRAM and 11.2 TFLOPS FP32 performance handle moderate visualization or CAD rendering adequately, especially if RTX A5000 availability lags in specific cloud providers.

Scenarios with constrained budgets avoiding even the RTX A5000's $0.41 average hourly rate may favor the Quadro RTX 5000, though its limited 2 live offers at $0.82 per hour demand careful provider selection.

When to Choose the RTX A5000

The RTX A5000 excels in modern AI pipelines requiring 24 GB VRAM for handling expansive models or datasets, surpassing the Quadro RTX 5000's 16 GB limit. Its 27.8 TFLOPS FP16 performance accelerates training and inference by 2.5 times, ideal for deep learning practitioners.

Abundant cloud options at $0.03 per hour starting price across 35 offers make it preferable for scalable deployments, where 768 GB/s bandwidth enhances throughput in bandwidth-sensitive applications like generative AI.

Use Cases

LLM Training
RTX A5000

RTX A5000's 24 GB VRAM and 27.8 TFLOPS FP16 support larger models and batches than Quadro RTX 5000's 16 GB and 11.2 TFLOPS.

LLM Inference
RTX A5000

Higher 27.8 TFLOPS FP16 on RTX A5000 enables faster serving of large models, with 768 GB/s bandwidth reducing latency compared to 448 GB/s on Quadro RTX 5000.

Fine-tuning
RTX A5000

24 GB VRAM on RTX A5000 accommodates bigger datasets for fine-tuning, outperforming 16 GB on Quadro RTX 5000.

Stable Diffusion
RTX A5000

RTX A5000's 768 GB/s bandwidth and 24 GB VRAM accelerate image generation pipelines more effectively than Quadro RTX 5000's specs.

Scientific Computing
RTX A5000

Ampere's 27.8 TFLOPS FP32 doubles Quadro RTX 5000's 11.2 TFLOPS, speeding simulations with identical 230W TDP.

Frequently Asked Questions

Which GPU has more VRAM?

The RTX A5000 provides 24 GB GDDR6 VRAM, exceeding the Quadro RTX 5000's 16 GB. This enables handling larger models in AI tasks.

What are the FP32 performance differences?

RTX A5000 achieves 27.8 TFLOPS FP32, 2.5 times higher than Quadro RTX 5000's 11.2 TFLOPS. This boosts compute-intensive workloads like training.

Which is cheaper in the cloud?

RTX A5000 starts at $0.03 per hour with $0.41 average across 35 offers, versus Quadro RTX 5000's $0.82 average on 2 offers.

Do they have the same power consumption?

Both GPUs feature 230W TDP. RTX A5000 delivers more performance per watt due to 27.8 TFLOPS versus 11.2 TFLOPS.

Which architecture is newer?

RTX A5000 uses 2021 Ampere architecture, succeeding Quadro RTX 5000's 2018 Turing. Ampere offers higher bandwidth at 768 GB/s over 448 GB/s.

Can both use NVLink?

Yes, both support NVLink interconnect and PCIe form factor. This aids multi-GPU setups equally.

Which is cheaper to rent, the Quadro RTX 5000 or the RTX A5000?

Cloud rental prices for both the Quadro RTX 5000 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 Quadro RTX 5000 have compared to the RTX A5000?

The Quadro RTX 5000 has 16 GB of GDDR6 memory. The RTX A5000 has 24 GB of GDDR6 memory.

Can I find Quadro RTX 5000 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 Quadro RTX 5000 and the RTX A5000?

The Quadro RTX 5000 uses the Turing architecture (2018) while the RTX A5000 uses Ampere (2021). The RTX A5000 delivers 2.5x the FP16 throughput and 1.7x the memory bandwidth of the Quadro RTX 5000.

Quadro RTX 5000 vs RTX A5000: 16GB vs 24GB | GPUPerHour