GPU comparison

RTX 2060 vs RTX 4080

Specifications and current cloud pricing, side by side.

TuringvsAda LovelaceUpdated 33 days ago

The RTX 4080 wins for the most common use case of LLM inference because its FP32 performance of 48.7 TFLOPS and memory bandwidth of 717 GB/s exceed the corresponding figures on the RTX 2060.

RTX 4080 listed from $0.50/GPU/hr

Specifications Compared

SpecRTX 2060RTX 4080
TDP160W320W
VRAM6-12 GB16 GB
CUDA Cores1,9209,728
FP8 (dense)Not published194.9 TFLOPS
Memory TypeGDDR6GDDR6X
ArchitectureTuringAda Lovelace
FP16 (dense)Not published97.5 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published389.9 TOPS
InterconnectPCIe 3.0PCIe 4.0
Tensor Cores240304
FP32 Performance6.5 TFLOPS48.7 TFLOPS
Memory Bandwidth336 GB/s717 GB/s
FP8 (with sparsity)Not published389.8 TFLOPS
FP16 (with sparsity)Not published195 TFLOPS
INT8 (with sparsity)Not published779.8 TOPS

Performance Analysis

The FP32 figure of 48.7 TFLOPS on the RTX 4080 exceeds the 6.5 TFLOPS figure on the RTX 2060 by a factor of 7.5. FP16 dense performance reaches 97.5 TFLOPS on the RTX 4080 while the corresponding figure remains not published by vendor for the RTX 2060. Memory bandwidth of 717 GB/s on the RTX 4080 supports larger batch sizes than the 336 GB/s bandwidth on the RTX 2060 during both training and inference workloads.

Current On-Demand Offers

Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.

RTX 2060

RTX 2060 is not offered on-demand by any provider we track right now. See the RTX 2060 rental page for last-seen listed prices and a price alert.

RTX 4080

RTX 4080 is not offered on-demand by any provider we track right now. See the RTX 4080 rental page for last-seen listed prices and a price alert.

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When to Choose the RTX 2060

The RTX 2060 suits workloads constrained by power limits because its TDP measures 160W compared to 320W on the RTX 4080. PCIe 3.0 interconnect on the RTX 2060 matches systems without PCIe 4.0 support.

When to Choose the RTX 4080

The RTX 4080 suits workloads that require FP32 performance of 48.7 TFLOPS and memory bandwidth of 717 GB/s. FP16 dense performance of 97.5 TFLOPS on the RTX 4080 enables faster inference than possible on the RTX 2060.

Use Cases

LLM Training
RTX 4080

FP32 performance reaches 48.7 TFLOPS on the RTX 4080 compared to 6.5 TFLOPS on the RTX 2060.

LLM Inference
RTX 4080

FP16 dense performance reaches 97.5 TFLOPS on the RTX 4080 while the figure remains not published by vendor for the RTX 2060.

Fine-tuning
RTX 4080

Memory bandwidth of 717 GB/s on the RTX 4080 exceeds 336 GB/s on the RTX 2060 and supports larger batch sizes.

Stable Diffusion
RTX 4080

VRAM capacity of 16 GB on the RTX 4080 exceeds the 6 to 12 GB range on the RTX 2060.

Scientific Computing
Either

The RTX 2060 TDP of 160W fits power limited environments while the RTX 4080 delivers FP32 performance of 48.7 TFLOPS.

Frequently Asked Questions

What is the memory bandwidth of the RTX 4080?▾

The RTX 4080 provides memory bandwidth of 717 GB/s. It uses 16 GB GDDR6X and PCIe 4.0 interconnect.

How does FP32 performance compare between these GPUs?▾

FP32 performance reaches 48.7 TFLOPS on the RTX 4080 and 6.5 TFLOPS on the RTX 2060. The ratio equals 7.5 times higher on the RTX 4080.

What FP16 figures apply to the RTX 4080?▾

FP16 dense performance reaches 97.5 TFLOPS on the RTX 4080. FP16 with sparsity reaches 195 TFLOPS on the RTX 4080.

Which GPU has lower TDP?▾

The RTX 2060 has TDP of 160W. The RTX 4080 has TDP of 320W.

Which is cheaper to rent, the RTX 2060 or the RTX 4080?▾

Cloud rental prices for both the RTX 2060 and RTX 4080 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 4080?▾

The RTX 2060 has 6 to 12 GB of GDDR6 memory. The RTX 4080 has 16 GB of GDDR6X memory.

Can I find RTX 2060 and RTX 4080 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 4080?▾

The RTX 2060 uses the Turing architecture (2019) while the RTX 4080 uses Ada Lovelace (2022). The RTX 2060 has 6-12 GB of GDDR6 at 336 GB/s; the RTX 4080 has 16 GB of GDDR6X at 717 GB/s, so the RTX 4080 has 2.1x the memory bandwidth of the RTX 2060.

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 2060 and the RTX 4080. Dense and sparse throughput are listed separately.
  • Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
  • The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
  • Read how we collect the data, or report an error on this page.

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