RTX 2060 SUPER vs RTX 3090 Ti

TuringvsAmpereUpdated 35 days ago

The RTX 3090 Ti emerges as the superior choice for most AI applications on gpuperhour.com. Its 35.6 TFLOPS compute power, 24 GB VRAM, and $0.10 per hour cloud pricing vastly outpace the RTX 2060 SUPER's 6.5 TFLOPS and lack of offers, enabling efficient handling of complex tasks.

RTX 3090 Ti from $0.20/hr

Specifications Compared

SpecRTX-2060RTX-3090
TDP160W350W
VRAM6-12 GB24 GB
CUDA Cores1,92010,496
Memory TypeGDDR6GDDR6X
ArchitectureTuringAmpere
Form FactorsPCIePCIe
InterconnectNVLink
Tensor Cores240328
FP16 Performance6.5 TFLOPS35.6 TFLOPS
FP32 Performance6.5 TFLOPS35.6 TFLOPS
Memory Bandwidth336 GB/s936 GB/s

Performance Analysis

Compute disparity defines these GPUs: the RTX 3090 Ti delivers 35.6 TFLOPS in FP16 and FP32, compared to 6.5 TFLOPS on the RTX 2060 SUPER. This enables the RTX 3090 Ti to accelerate training and inference by roughly 5.5 times for FP16-heavy deep learning workloads.

VRAM and bandwidth gaps impact model handling profoundly: 24 GB GDDR6X versus 6 to 12 GB GDDR6 allows larger models on the RTX 3090 Ti without out-of-memory errors. The 936 GB/s bandwidth supports bigger batch sizes than the 336 GB/s limit, speeding convergence in training.

The RTX 3090 Ti's 350W TDP demands robust cooling, unlike the efficient 160W of the RTX 2060 SUPER. NVLink on the RTX 3090 Ti facilitates multi-GPU scaling absent in the RTX 2060 SUPER.

Live Cloud Pricing

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

RTX 3090 Ti

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
TensorDock
TensorDock
NVIDIA GeForce RTX 3090
24GB VRAM
$0.20/GPU/hr
Available
TensorDock
TensorDock
NVIDIA GeForce RTX 3090
24GB VRAM
$0.21/GPU/hr
Available
Vast.ai
Vast.ai
4×NVIDIA GeForce RTX 3090
24GB VRAM
$0.25/GPU/hr
$1.01/hr total (4×)
Available
Vast.ai
Vast.ai
4×NVIDIA GeForce RTX 3090
24GB VRAM
$0.27/GPU/hr
$1.07/hr total (4×)
Available
LeaderGPU
LeaderGPU
8×NVIDIA GeForce RTX 3090
24GB VRAM
$0.29/GPU/hr
$2.29/hr total (8×)
Available

Compare real-time pricing across 25+ providers

When to Choose the RTX 2060 SUPER

Select the RTX 2060 SUPER for budget-conscious, low-intensity AI experiments. Its 160W TDP suits power-limited local desktops, and 6 to 12 GB VRAM handles small models or inference on modest datasets. Absence of cloud offers encourages on-premises use where efficiency trumps peak performance.

When to Choose the RTX 3090 Ti

The RTX 3090 Ti excels in demanding workloads like large model training. With 24 GB VRAM and 936 GB/s bandwidth, it manages high batch sizes effectively. Affordable cloud access from $0.10 per hour and NVLink support make it ideal for scalable, production-grade deployments.

Use Cases

LLM Training
RTX 3090 Ti

The RTX 3090 Ti's 24 GB VRAM fits large language models, unlike the RTX 2060 SUPER's 6 to 12 GB limit. Its 35.6 TFLOPS accelerates training significantly.

LLM Inference
RTX 3090 Ti

High 936 GB/s bandwidth on the RTX 3090 Ti supports fast token generation with large batches. The RTX 2060 SUPER's 336 GB/s constrains throughput.

Fine-tuning
Either

Smaller datasets fit the RTX 2060 SUPER's 6 to 12 GB VRAM for quick iterations. The RTX 3090 Ti's 24 GB handles bigger fine-tuning jobs efficiently.

Stable Diffusion
RTX 3090 Ti

The RTX 3090 Ti's 35.6 TFLOPS and 24 GB VRAM generate high-resolution images rapidly. The RTX 2060 SUPER struggles with memory-intensive generations.

Scientific Computing
RTX 3090 Ti

NVLink and 936 GB/s bandwidth on the RTX 3090 Ti enable multi-GPU simulations. The RTX 2060 SUPER suffices only for lightweight computations.

Frequently Asked Questions

Which GPU has more VRAM: RTX 2060 SUPER or RTX 3090 Ti?

The RTX 3090 Ti offers 24 GB GDDR6X VRAM. The RTX 2060 SUPER provides 6 to 12 GB GDDR6. This makes the RTX 3090 Ti better for large models.

What is the performance difference in TFLOPS?

The RTX 3090 Ti achieves 35.6 TFLOPS in FP16 and FP32. The RTX 2060 SUPER delivers 6.5 TFLOPS in both. The gap equates to 5.5 times more compute on the RTX 3090 Ti.

RTX 3090 Ti cloud pricing on gpuperhour.com?

Pricing starts from $0.10 per hour, averaging $0.25 per hour across 5 live offers. No offers exist for the RTX 2060 SUPER currently.

Which has higher memory bandwidth?

The RTX 3090 Ti reaches 936 GB/s. The RTX 2060 SUPER offers 336 GB/s. Higher bandwidth aids larger batch sizes on the RTX 3090 Ti.

Power consumption comparison?

The RTX 3090 Ti has a 350W TDP. The RTX 2060 SUPER uses 160W. Lower TDP makes the RTX 2060 SUPER suitable for efficient setups.

Does the RTX 2060 SUPER support NVLink?

The RTX 2060 SUPER lacks NVLink and uses PCIe only. The RTX 3090 Ti includes NVLink for multi-GPU connectivity.

Which is cheaper to rent, the RTX 2060 or the RTX 3090?

Cloud rental prices for both the RTX 2060 and RTX 3090 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 2060 have compared to the RTX 3090?

The RTX 2060 has 6 to 12 GB of GDDR6 memory. The RTX 3090 has 24 GB of GDDR6X memory.

Can I find RTX 2060 and RTX 3090 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 2060 and the RTX 3090?

The RTX 2060 uses the Turing architecture (2019) while the RTX 3090 uses Ampere (2020). The RTX 3090 delivers 5.5x the FP16 throughput and 2.8x the memory bandwidth of the RTX 2060.

RTX 2060 SUPER vs RTX 3090 Ti: 12GB vs 24GB | GPUPerHour