GPU comparison

RTX 3060 vs RTX 4080

Specifications and current cloud pricing, side by side.

AmperevsAda LovelaceUpdated 33 days ago

The RTX 4080 wins for the most common use case of LLM inference. Its 48.7 TFLOPS FP32, 717 GB/s bandwidth, and 16 GB VRAM deliver higher throughput than the RTX 3060 figures of 12.7 TFLOPS, 360 GB/s, and 8 to 12 GB.

RTX 3060 listed from $0.13/GPU/hrRTX 4080 listed from $0.50/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 3060 at $0.13/hr on Vast.ai

    Deploy
  • Most providers in stock: RTX 3060 (1)

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Specifications Compared

SpecRTX 3060RTX 4080
TDP170W320W
VRAM8-12 GB16 GB
CUDA Cores3,5849,728
FP8 (dense)Not published194.9 TFLOPS
Memory TypeGDDR6GDDR6X
ArchitectureAmpereAda Lovelace
FP16 (dense)Not published97.5 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published389.9 TOPS
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores112304
FP32 Performance12.7 TFLOPS48.7 TFLOPS
Memory Bandwidth360 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 performance ratio shows the RTX 4080 at 48.7 TFLOPS against the RTX 3060 at 12.7 TFLOPS. This gap affects both training and inference workloads where higher FP32 throughput permits larger models or faster iteration. Memory bandwidth of 717 GB/s on the RTX 4080 versus 360 GB/s on the RTX 3060 supports larger batch sizes during training without memory stalls. The RTX 4080 lists FP16 dense at 97.5 TFLOPS and FP16 with sparsity at 195 TFLOPS while the RTX 3060 lists no FP16 figures. Dense FP16 on the RTX 4080 exceeds its own dense FP32 of 48.7 TFLOPS by a factor of two.

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 3060

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiTexas, US1$0.13—Deploy

1 provider in stock, 2 offers (cheapest per provider shown). All RTX 3060 offers, price history and alerts

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 3060

The RTX 3060 suits environments where power draw must stay near 170W TDP. Its 12.7 TFLOPS FP32 and 360 GB/s bandwidth fit smaller scale scientific computing tasks that do not require the 48.7 TFLOPS or 717 GB/s of the RTX 4080. Deployment in PCIe systems with limited cooling capacity favors the lower TDP option.

When to Choose the RTX 4080

Its 16 GB GDDR6X VRAM enables larger batch sizes than the 8 to 12 GB on the RTX 3060. Dense FP16 at 97.5 TFLOPS and dense INT8 at 389.9 TOPS accelerate inference and fine tuning relative to the RTX 3060.

Use Cases

LLM Training
RTX 4080

The RTX 4080 provides 48.7 TFLOPS FP32 and 717 GB/s bandwidth that exceed the RTX 3060 values of 12.7 TFLOPS and 360 GB/s.

LLM Inference
RTX 4080

Dense FP16 at 97.5 TFLOPS on the RTX 4080 supports faster inference than the RTX 3060 which lists no FP16 figure.

Fine-tuning
RTX 4080

The RTX 4080 lists dense INT8 at 389.9 TOPS and 16 GB VRAM while the RTX 3060 lists no INT8 figure and 8 to 12 GB VRAM.

Stable Diffusion
RTX 4080

Higher memory bandwidth of 717 GB/s on the RTX 4080 permits larger image batches than 360 GB/s on the RTX 3060.

Scientific Computing
Either

The RTX 3060 at 170W TDP fits power constrained nodes while the RTX 4080 at 48.7 TFLOPS FP32 fits performance nodes.

Frequently Asked Questions

What is the FP32 performance difference between RTX 3060 and RTX 4080?▾

The RTX 3060 lists 12.7 TFLOPS FP32. The RTX 4080 lists 48.7 TFLOPS FP32. This difference determines relative training speed for compute bound workloads.

How does memory bandwidth compare on these GPUs?▾

The RTX 3060 provides 360 GB/s memory bandwidth. The RTX 4080 provides 717 GB/s memory bandwidth. Higher bandwidth on the RTX 4080 supports larger batch sizes in training.

Which GPU has published sparse tensor performance?▾

The RTX 4080 lists FP16 with sparsity at 195 TFLOPS and INT8 with sparsity at 779.8 TOPS. The RTX 3060 lists no sparse figures.

What TDP values apply to each card?▾

The RTX 3060 operates at 170W TDP. The RTX 4080 operates at 320W TDP. Power limited systems may select the lower value.

Which is cheaper to rent, the RTX 3060 or the RTX 4080?▾

Cloud rental prices for both the RTX 3060 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 3060 have compared to the RTX 4080?▾

The RTX 3060 has 8 to 12 GB of GDDR6 memory. The RTX 4080 has 16 GB of GDDR6X memory.

Can I find RTX 3060 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 3060 and the RTX 4080?▾

The RTX 3060 uses the Ampere architecture (2021) while the RTX 4080 uses Ada Lovelace (2022). The RTX 3060 has 8-12 GB of GDDR6 at 360 GB/s; the RTX 4080 has 16 GB of GDDR6X at 717 GB/s, so the RTX 4080 has 2.0x the memory bandwidth of the RTX 3060.

Rent these GPUs

Each GPU page lists every current on-demand offer by provider, per GPU-hour, updated every minute.

Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 3060 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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