Quadro RTX 5000 vs RTX 4060 Ti

TuringvsAda LovelaceUpdated 35 days ago

The RTX 4060 Ti claims victory for most common cloud use cases like ML training and inference on mid-sized models: 15.1 TFLOPS outperforms 11.2 TFLOPS while costing only $0.08 per hour against $0.82, delivering superior price-performance despite lower VRAM.

Quadro RTX 5000 from $0.82/hr

Specifications Compared

SpecQUADRO-RTX-5000RTX-4060
TDP230W115W
VRAM16 GB8 GB
CUDA Cores3,0723,072
Memory TypeGDDR6GDDR6
ArchitectureTuringAda Lovelace
Form FactorsPCIePCIe
InterconnectNVLink
Tensor Cores38496
FP16 Performance11.2 TFLOPS15.1 TFLOPS
FP32 Performance11.2 TFLOPS15.1 TFLOPS
Memory Bandwidth448 GB/s272 GB/s

Performance Analysis

The RTX 4060 Ti offers higher peak performance with 15.1 TFLOPS in FP16 and FP32, surpassing the Quadro RTX 5000's 11.2 TFLOPS: this advantage accelerates machine learning training epochs and inference queries by approximately 35 percent in compute-bound scenarios. Ada Lovelace architecture further improves tensor core efficiency over Turing for mixed-precision tasks.

The Quadro RTX 5000 counters with superior memory specifications: 16 GB VRAM enables handling models or batches exceeding 8 GB, preventing out-of-memory issues common on the RTX 4060 Ti. Its 448 GB/s bandwidth, 65 percent above 272 GB/s, sustains larger batch sizes in data-heavy training, reducing overhead from memory bottlenecks.

Overall, FP16 and FP32 deltas favor the RTX 4060 Ti for throughput in smaller models, while bandwidth and VRAM tilt toward the Quadro RTX 5000 for memory-intensive inference or fine-tuning.

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

Compare real-time pricing across 25+ providers

When to Choose the Quadro RTX 5000

Select the Quadro RTX 5000 for workloads demanding high VRAM capacity: its 16 GB supports large language models or scientific simulations that exceed the RTX 4060 Ti's 8 GB limit. The NVLink interconnect enables scalable multi-GPU configurations unavailable on the RTX 4060 Ti, ideal for distributed training.

Higher 448 GB/s bandwidth benefits high-resolution rendering or batch processing where memory throughput is critical.

When to Choose the RTX 4060 Ti

The RTX 4060 Ti suits cost-sensitive deployments: available from $0.08 per hour versus $0.82, it provides 15.1 TFLOPS at lower power draw of 115 W. Newer Ada Lovelace architecture excels in efficient inference for standard models fitting within 8 GB VRAM.

Dense cloud instances benefit from its reduced TDP, allowing more GPUs per server.

Use Cases

LLM Training
Quadro RTX 5000

Quadro RTX 5000's 16 GB VRAM handles larger models without splitting batches, unlike RTX 4060 Ti's 8 GB limit. Higher 448 GB/s bandwidth supports memory-intensive gradient computations.

LLM Inference
RTX 4060 Ti

RTX 4060 Ti's 15.1 TFLOPS FP16 delivers faster query throughput than 11.2 TFLOPS on Quadro RTX 5000. Lower $0.08 per hour pricing suits high-volume serving.

Fine-tuning
Either

RTX 4060 Ti suffices for models under 8 GB with 15.1 TFLOPS efficiency; Quadro RTX 5000's 16 GB excels for larger datasets.

Stable Diffusion
RTX 4060 Ti

Ada Lovelace architecture on RTX 4060 Ti optimizes generative tasks with 15.1 TFLOPS at 115 W TDP. Cost advantage at $0.08 per hour beats $0.82.

Scientific Computing
Quadro RTX 5000

Quadro RTX 5000's 16 GB VRAM and NVLink support complex simulations requiring multi-GPU scaling. 448 GB/s bandwidth handles large datasets effectively.

Frequently Asked Questions

Which GPU has more VRAM, Quadro RTX 5000 or RTX 4060 Ti?

The Quadro RTX 5000 provides 16 GB GDDR6 VRAM, double the RTX 4060 Ti's 8 GB. This makes the Quadro better for memory-heavy tasks. RTX 4060 Ti suffices for lighter workloads.

What are the FP32 performance differences?

RTX 4060 Ti achieves 15.1 TFLOPS FP32, exceeding Quadro RTX 5000's 11.2 TFLOPS by 35 percent. This boosts training and inference speeds on RTX 4060 Ti. Quadro compensates with more VRAM.

How do cloud prices compare?

RTX 4060 Ti rents from $0.08 per hour average $0.14 across 6 offers, versus Quadro RTX 5000's $0.82 per hour across 2 offers. RTX 4060 Ti offers 10 times better value. Availability favors RTX 4060 Ti.

Which has higher memory bandwidth?

Quadro RTX 5000 delivers 448 GB/s, 65 percent above RTX 4060 Ti's 272 GB/s. This aids large batch sizes on Quadro. RTX 4060 Ti prioritizes compute efficiency.

What is the TDP difference?

RTX 4060 Ti consumes 115 W, half the Quadro RTX 5000's 230 W. Lower TDP enables denser cloud packing for RTX 4060 Ti. Quadro suits high-performance single instances.

Does Quadro RTX 5000 support NVLink?

Yes, Quadro RTX 5000 includes NVLink for multi-GPU connectivity, absent on RTX 4060 Ti. This enables faster scaling in distributed workloads. RTX 4060 Ti relies on PCIe alone.

Which is cheaper to rent, the Quadro RTX 5000 or the RTX 4060?

Cloud rental prices for both the Quadro RTX 5000 and RTX 4060 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 4060?

The Quadro RTX 5000 has 16 GB of GDDR6 memory. The RTX 4060 has 8 GB of GDDR6 memory.

Can I find Quadro RTX 5000 and RTX 4060 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 4060?

The Quadro RTX 5000 uses the Turing architecture (2018) while the RTX 4060 uses Ada Lovelace (2023). The RTX 4060 delivers 1.3x the FP16 throughput and 1.6x the memory bandwidth of the Quadro RTX 5000.