Quadro RTX 5000 vs RTX 2000 Ada

TuringvsAda LovelaceUpdated 35 days ago

The RTX 2000 Ada emerges as the winner for most common cloud use cases like AI inference and fine-tuning. Its 12 TFLOPS compute, 70W efficiency, and average $0.29 per hour pricing outperform the Quadro RTX 5000's higher 230W TDP and $0.82 per hour cost, despite the latter's bandwidth edge.

Quadro RTX 5000 from $0.82/hrRTX 2000 Ada from $0.24/hr

Specifications Compared

SpecQUADRO-RTX-5000RTX-2000-ADA
TDP230W70W
VRAM16 GB16 GB
CUDA Cores3,0722,816
Memory TypeGDDR6GDDR6
ArchitectureTuringAda Lovelace
Form FactorsPCIePCIe
InterconnectNVLink
Tensor Cores38488
FP16 Performance11.2 TFLOPS12 TFLOPS
FP32 Performance11.2 TFLOPS12 TFLOPS
Memory Bandwidth448 GB/s288 GB/s

Performance Analysis

Memory bandwidth defines a key distinction: the Quadro RTX 5000's 448 GB/s enables larger batch sizes in machine learning training and inference compared to the RTX 2000 Ada's 288 GB/s, reducing bottlenecks in data-heavy operations. This advantage suits workloads like large-scale model training where frequent memory access occurs.

Compute performance favors the RTX 2000 Ada slightly, with 12 TFLOPS in FP16 and FP32 versus 11.2 TFLOPS, offering about 7 percent higher throughput for half-precision training and single-precision inference tasks. Real-world training benefits from this in FP16-dominant pipelines, while FP32 gains apply to general compute.

Power efficiency tilts toward the RTX 2000 Ada at 70W TDP against 230W, allowing denser cloud deployments and lower operational costs. NVLink on the Quadro RTX 5000 facilitates multi-GPU scaling for distributed training, unavailable on the RTX 2000 Ada, impacting parallel workloads.

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 2000 Ada

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
RunPod
RunPod
NVIDIA RTX 2000 Ada Generation
16GB VRAM
$0.24/GPU/hr

Compare real-time pricing across 25+ providers

When to Choose the Quadro RTX 5000

The Quadro RTX 5000 suits memory-intensive applications requiring 448 GB/s bandwidth for large batch sizes in training. NVLink support enables efficient multi-GPU setups for distributed computing tasks. Users with existing Turing-optimized code benefit from its 16 GB VRAM at $0.82 per hour.

When to Choose the RTX 2000 Ada

The RTX 2000 Ada excels in cost-sensitive deployments at $0.14 per hour starting price and 70W TDP for efficient inference. Its 2024 Ada Lovelace architecture and 12 TFLOPS performance handle modern AI tasks with lower overhead. Ideal for edge or scaled cloud instances prioritizing 16 GB VRAM affordably.

Use Cases

LLM Training
Quadro RTX 5000

Quadro RTX 5000's 448 GB/s bandwidth supports larger batch sizes critical for LLM training. NVLink aids multi-GPU scaling absent in RTX 2000 Ada.

LLM Inference
RTX 2000 Ada

RTX 2000 Ada's 12 TFLOPS FP16 performance and 70W TDP enable efficient, cost-effective serving at $0.29 per hour average. Lower bandwidth suffices for inference batches.

Fine-tuning
RTX 2000 Ada

RTX 2000 Ada's newer architecture and 12 TFLOPS FP32 handle fine-tuning efficiently with 16 GB VRAM. Pricing from $0.14 per hour beats Quadro's $0.82.

Stable Diffusion
RTX 2000 Ada

Ada Lovelace optimizations in RTX 2000 Ada with 12 TFLOPS boost image generation. 70W TDP and low $0.29 average cost suit creative workflows.

Scientific Computing
Quadro RTX 5000

Quadro RTX 5000's 448 GB/s bandwidth accelerates data movement in simulations. 11.2 TFLOPS FP32 and NVLink support complex parallel computations.

Frequently Asked Questions

Which GPU has higher memory bandwidth?

The Quadro RTX 5000 provides 448 GB/s memory bandwidth. This exceeds the RTX 2000 Ada's 288 GB/s, benefiting memory-bound tasks.

What are the compute performance differences?

RTX 2000 Ada offers 12 TFLOPS in FP16 and FP32. Quadro RTX 5000 delivers 11.2 TFLOPS in both, a roughly 7 percent gap.

How do power consumptions compare?

Quadro RTX 5000 has a 230W TDP. RTX 2000 Ada uses 70W TDP, enabling more efficient cloud usage.

What is the cloud pricing range?

Quadro RTX 5000 starts at $0.82 per hour average across 2 offers. RTX 2000 Ada begins at $0.14 per hour, averaging $0.29 across 3 offers.

Do both GPUs support NVLink?

Quadro RTX 5000 includes NVLink for multi-GPU interconnect. RTX 2000 Ada lacks this feature.

Which has more VRAM?

Both GPUs equip 16 GB GDDR6 VRAM. This equality supports similar model sizes in AI workloads.

Which is cheaper to rent, the Quadro RTX 5000 or the RTX 2000 Ada?

Cloud rental prices for both the Quadro RTX 5000 and RTX 2000 Ada 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 2000 Ada?

The Quadro RTX 5000 has 16 GB of GDDR6 memory. The RTX 2000 Ada has 16 GB of GDDR6 memory.

Can I find Quadro RTX 5000 and RTX 2000 Ada 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 2000 Ada?

The Quadro RTX 5000 uses the Turing architecture (2018) while the RTX 2000 Ada uses Ada Lovelace (2024). The RTX 2000 Ada delivers 1.1x the FP16 throughput and 1.6x the memory bandwidth of the Quadro RTX 5000.

Quadro RTX 5000 vs RTX 2000 Ada: 16GB vs 16GB | GPUPerHour