RTX 2000 Ada Generation vs RTX 3060 Ti

Ada LovelacevsAmpereUpdated 35 days ago

The RTX 3060 Ti emerges as the winner for most common cloud ML use cases. Its 12.7 TFLOPS performance nearly matches the RTX 2000 Ada Generation's 12 TFLOPS, while 360 GB/s bandwidth outperforms 288 GB/s, all at one-fifth the average hourly cost of $0.06 versus $0.29.

RTX 2000 Ada Generation from $0.24/hrRTX 3060 Ti from $0.23/hr

Specifications Compared

SpecRTX-2000-ADARTX-3060
TDP70W170W
VRAM16 GB12 GB
CUDA Cores2,8163,584
Memory TypeGDDR6GDDR6
ArchitectureAda LovelaceAmpere
Form FactorsPCIePCIe
Interconnect
Tensor Cores88112
FP16 Performance12 TFLOPS12.7 TFLOPS
FP32 Performance12 TFLOPS12.7 TFLOPS
INT8 Performance192 TOPS
Memory Bandwidth288 GB/s360 GB/s

Performance Analysis

FP16 and FP32 performance remains close between the two GPUs: the RTX 2000 Ada Generation delivers 12 TFLOPS, while the RTX 3060 Ti achieves 12.7 TFLOPS. This similarity implies comparable training and inference speeds for models relying on half-precision or single-precision floating point operations.

The RTX 2000 Ada Generation's 16 GB VRAM supports larger batch sizes and bigger models than the 12 GB on the RTX 3060 Ti, reducing out-of-memory errors in memory-constrained scenarios. However, the RTX 3060 Ti's higher 360 GB/s memory bandwidth versus 288 GB/s enables faster data transfers, benefiting memory-bound tasks like high-throughput inference.

Power consumption sets them apart: 70W TDP for RTX 2000 Ada Generation allows denser cloud deployments, whereas 170W on RTX 3060 Ti suits scenarios tolerant of higher energy use.

Live Cloud Pricing

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

RTX 2000 Ada Generation

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

RTX 3060 Ti

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Vast.ai
Vast.ai
NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
Available
Vast.ai
Vast.ai
4×NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
$0.90/hr total (4×)
Available
Vast.ai
Vast.ai
2×NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
$0.45/hr total (2×)
Available
Vast.ai
Vast.ai
2×NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
$0.45/hr total (2×)
Available

Compare real-time pricing across 25+ providers

When to Choose the RTX 2000 Ada Generation

The RTX 2000 Ada Generation suits workloads needing more VRAM, such as fine-tuning large language models exceeding 12 GB requirements. Its 70W TDP and 2024 Ada Lovelace architecture make it ideal for power-efficient, multi-GPU cloud setups where 16 GB capacity prevents swapping.

Professionals prioritize it for sustained professional tasks leveraging newer architectural features alongside the 288 GB/s bandwidth.

When to Choose the RTX 3060 Ti

The RTX 3060 Ti excels in cost-sensitive applications due to pricing from $0.03 per hour average $0.06 per hour. Higher 360 GB/s bandwidth supports memory-intensive inference with larger effective throughputs despite 12 GB VRAM.

It fits high-volume training runs where 12.7 TFLOPS compute and 170W TDP provide value at low rental costs.

Use Cases

LLM Training
RTX 2000 Ada Generation

16 GB VRAM on RTX 2000 Ada Generation handles larger models and batch sizes better than 12 GB on RTX 3060 Ti. Lower 70W TDP supports prolonged training sessions.

LLM Inference
RTX 3060 Ti

RTX 3060 Ti's 360 GB/s bandwidth enables higher throughput for inference queries compared to 288 GB/s. Lower $0.06 per hour average pricing favors high-volume deployments.

Fine-tuning
RTX 2000 Ada Generation

Extra 4 GB VRAM capacity in RTX 2000 Ada Generation accommodates fine-tuning datasets without memory limits. Newer Ada architecture optimizes efficiency.

Stable Diffusion
Either

Comparable 12 to 12.7 TFLOPS FP16 performance suits image generation tasks. Choice depends on VRAM needs versus bandwidth and cost priorities.

Scientific Computing
RTX 3060 Ti

RTX 3060 Ti's 360 GB/s bandwidth accelerates data-heavy simulations over 288 GB/s. 170W TDP handles compute-intensive loads at $0.03 per hour starting price.

Frequently Asked Questions

Which GPU has more VRAM?

The RTX 2000 Ada Generation provides 16 GB GDDR6 VRAM. The RTX 3060 Ti offers 12 GB GDDR6. This 4 GB difference aids larger models on the RTX 2000 Ada Generation.

What is the memory bandwidth comparison?

RTX 3060 Ti delivers 360 GB/s bandwidth. RTX 2000 Ada Generation has 288 GB/s. Higher bandwidth on RTX 3060 Ti benefits memory-bound workloads.

How do FP32 performances compare?

RTX 2000 Ada Generation achieves 12 TFLOPS FP32. RTX 3060 Ti reaches 12.7 TFLOPS FP32. The gap represents about 6 percent higher compute on RTX 3060 Ti.

Which has lower power consumption?

RTX 2000 Ada Generation uses 70W TDP. RTX 3060 Ti requires 170W TDP. Lower TDP enables more efficient cloud scaling with RTX 2000 Ada Generation.

What are the cloud pricing differences?

RTX 2000 Ada Generation starts at $0.14 per hour average $0.29 per hour across three offers. RTX 3060 Ti starts at $0.03 per hour average $0.06 per hour across two offers.

Which architecture is newer?

RTX 2000 Ada Generation uses 2024 Ada Lovelace architecture. RTX 3060 Ti employs 2021 Ampere architecture. Newer design brings efficiency gains to RTX 2000 Ada Generation.

Which is cheaper to rent, the RTX 2000 Ada or the RTX 3060?

Cloud rental prices for both the RTX 2000 Ada and RTX 3060 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 2000 Ada have compared to the RTX 3060?

The RTX 2000 Ada has 16 GB of GDDR6 memory. The RTX 3060 has 12 GB of GDDR6 memory.

Can I find RTX 2000 Ada and RTX 3060 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 2000 Ada and the RTX 3060?

The RTX 2000 Ada uses the Ada Lovelace architecture (2024) while the RTX 3060 uses Ampere (2021). The RTX 3060 delivers 1.1x the FP16 throughput and 1.3x the memory bandwidth of the RTX 2000 Ada.

RTX 2000 Ada Generation vs RTX 3060 Ti: 16GB vs 12GB | GPUPerHour