RTX 2080 Ti vs RTX 4060 Ti

TuringvsAda LovelaceUpdated 35 days ago

The RTX 4060 Ti emerges as the winner for most common use cases like LLM training and inference due to its 15.1 TFLOPS compute surpassing the RTX 2080 Ti's 10.1 TFLOPS by 49 percent. Newer Ada Lovelace features and 115 W efficiency outweigh bandwidth advantages in typical AI workflows, especially at comparable cloud rates averaging $0.12 per hour combined.

RTX 2080 Ti from $0.13/hr

Specifications Compared

SpecRTX-2080RTX-4060
TDP215W115W
VRAM8-11 GB8 GB
CUDA Cores2,9443,072
Memory TypeGDDR6GDDR6
ArchitectureTuringAda Lovelace
Form FactorsPCIePCIe
InterconnectNVLink
Tensor Cores36896
FP16 Performance10.1 TFLOPS15.1 TFLOPS
FP32 Performance10.1 TFLOPS15.1 TFLOPS
Memory Bandwidth616 GB/s272 GB/s

Performance Analysis

The RTX 4060 Ti demonstrates superior raw compute capability with 15.1 TFLOPS in FP16 and FP32, a 49 percent increase over the RTX 2080 Ti's 10.1 TFLOPS. This delta translates to faster model training and inference times, particularly in FP16-optimized deep learning frameworks where tensor core efficiency on Ada Lovelace architecture accelerates matrix operations by leveraging improved sparsity and precision handling.

Memory bandwidth reveals a stark contrast: the RTX 2080 Ti's 616 GB/s dwarfs the RTX 4060 Ti's 272 GB/s, enabling larger batch sizes in training without VRAM overflow, especially for models exceeding 8 GB. Lower bandwidth on the RTX 4060 Ti may bottleneck high-resolution inference or scientific simulations requiring frequent data transfers. The RTX 4060 Ti's 115 W TDP versus 215 W supports denser cloud deployments, reducing power costs by nearly half per instance.

Both share PCIe form factors, but the RTX 2080 Ti includes NVLink interconnect for multi-GPU scaling unavailable on the RTX 4060 Ti.

Live Cloud Pricing

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

RTX 2080 Ti

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Vast.ai
Vast.ai
NVIDIA GeForce RTX 2080 Ti
11GB VRAM
$0.13/GPU/hr
Available

Compare real-time pricing across 25+ providers

When to Choose the RTX 2080 Ti

The RTX 2080 Ti suits memory-bound workloads leveraging its 616 GB/s bandwidth and up to 11 GB VRAM. It excels in Stable Diffusion tasks with large batch sizes or scientific computing involving high-throughput data movement. At $0.06 per hour starting price, it offers value for bandwidth-critical applications where the 10.1 TFLOPS suffices.

When to Choose the RTX 4060 Ti

Opt for the RTX 4060 Ti in compute-intensive scenarios benefiting from 15.1 TFLOPS FP16 and FP32 performance. Its Ada architecture enhances LLM inference and fine-tuning efficiency, while the 115 W TDP minimizes costs in prolonged cloud sessions. Despite higher average pricing at $0.14 per hour, it delivers better performance per watt.

Use Cases

LLM Training
RTX 4060 Ti

The RTX 4060 Ti's 15.1 TFLOPS FP16 performance exceeds the RTX 2080 Ti's 10.1 TFLOPS, accelerating training iterations. Lower 115 W TDP supports sustained high-utilization runs.

LLM Inference
RTX 4060 Ti

Higher 15.1 TFLOPS FP32 on RTX 4060 Ti speeds up inference latency compared to 10.1 TFLOPS. Ada architecture optimizations handle modern model sparsity better.

Fine-tuning
Either

Both offer 8 GB VRAM minimum for small models, but RTX 2080 Ti's 616 GB/s bandwidth aids larger batches while RTX 4060 Ti's compute favors quicker epochs.

Stable Diffusion
RTX 2080 Ti

RTX 2080 Ti's 616 GB/s bandwidth and up to 11 GB VRAM manage high-resolution generations without bottlenecks, outperforming 272 GB/s on RTX 4060 Ti.

Scientific Computing
RTX 2080 Ti

Superior 616 GB/s bandwidth on RTX 2080 Ti accelerates data-heavy simulations versus 272 GB/s. NVLink enables multi-GPU scaling absent on RTX 4060 Ti.

Frequently Asked Questions

Which GPU has higher FP32 performance?

The RTX 4060 Ti achieves 15.1 TFLOPS in FP32, surpassing the RTX 2080 Ti's 10.1 TFLOPS by 49 percent. This benefits compute-heavy tasks like training. Bandwidth remains higher on the RTX 2080 Ti at 616 GB/s.

What is the VRAM difference between RTX 2080 Ti and RTX 4060 Ti?

RTX 2080 Ti provides 8 to 11 GB GDDR6, while RTX 4060 Ti has 8 GB. The potential 11 GB edge aids larger models. Both suit 7B parameter LLMs at batch size one.

Which is more power efficient?

RTX 4060 Ti consumes 115 W TDP versus RTX 2080 Ti's 215 W, offering nearly half the power draw. This reduces cloud operational costs. Performance per watt favors Ada at 0.131 TFLOPS/W versus 0.047.

How do cloud prices compare?

RTX 2080 Ti starts at $0.06 per hour averaging $0.10 across four offers. RTX 4060 Ti begins at $0.08 averaging $0.14 over six. The older card provides better value per dollar on bandwidth.

Does RTX 2080 Ti support multi-GPU better?

RTX 2080 Ti includes NVLink interconnect for efficient scaling, unlike RTX 4060 Ti. This aids distributed training. PCIe form factor is shared by both.

Which architecture is newer?

RTX 4060 Ti uses Ada Lovelace from 2023, five years after Turing on RTX 2080 Ti. Ada delivers tensor core improvements. Bandwidth peaks at 616 GB/s on Turing.

Which is cheaper to rent, the RTX 2080 or the RTX 4060?

Cloud rental prices for both the RTX 2080 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 RTX 2080 have compared to the RTX 4060?

The RTX 2080 has 8 to 11 GB of GDDR6 memory. The RTX 4060 has 8 GB of GDDR6 memory.

Can I find RTX 2080 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 RTX 2080 and the RTX 4060?

The RTX 2080 uses the Turing architecture (2018) while the RTX 4060 uses Ada Lovelace (2023). The RTX 4060 delivers 1.5x the FP16 throughput and 2.3x the memory bandwidth of the RTX 2080.