GPU comparison

RTX 4060 vs RTX 4080

Specifications and current cloud pricing, side by side.

Ada LovelacevsAda LovelaceUpdated 34 days ago

The RTX 4080 wins for the most common use case of LLM inference because its 48.7 TFLOPS FP32 and 717 GB/s bandwidth exceed the RTX 4060 specifications by substantial margins while supporting dense FP16 at 97.5 TFLOPS.

RTX 4060 listed from $0.15/GPU/hrRTX 4080 listed from $0.50/GPU/hr

Specifications Compared

SpecRTX 4060RTX 4080
TDP115W320W
VRAM8-16 GB16 GB
CUDA Cores3,0729,728
FP8 (dense)Not published194.9 TFLOPS
Memory TypeGDDR6GDDR6X
ArchitectureAda LovelaceAda Lovelace
FP16 (dense)Not published97.5 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published389.9 TOPS
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores96304
FP32 Performance15.1 TFLOPS48.7 TFLOPS
Memory Bandwidth272 GB/s717 GB/s
FP8 (with sparsity)242 TFLOPS389.8 TFLOPS
FP16 (with sparsity)Not published195 TFLOPS
INT8 (with sparsity)Not published779.8 TOPS

Performance Analysis

The RTX 4080 delivers 48.7 TFLOPS FP32 compared with 15.1 TFLOPS FP32 on the RTX 4060. This gap implies the RTX 4080 handles larger batch sizes during training and inference when memory bandwidth reaches 717 GB/s versus 272 GB/s on the RTX 4060. The RTX 4080 lists FP16 dense performance at 97.5 TFLOPS while the RTX 4060 figure remains unpublished by the vendor. The RTX 4080 also lists FP8 dense at 194.9 TFLOPS and FP8 with sparsity at 389.8 TFLOPS against the RTX 4060 FP8 with sparsity at 242 TFLOPS. Higher bandwidth on the RTX 4080 supports increased data movement per second and therefore larger effective batch sizes in memory intensive operations.

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 4060

RTX 4060 is not offered on-demand by any provider we track right now. See the RTX 4060 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 4060

The RTX 4060 suits deployments where TDP must stay at 115W and memory bandwidth of 272 GB/s meets workload needs. Scenarios with modest FP32 requirements of 15.1 TFLOPS and limited VRAM demands of 8 to 16 GB GDDR6 favor this card for power constrained environments.

When to Choose the RTX 4080

The RTX 4080 fits tasks that require FP32 throughput of 48.7 TFLOPS together with memory bandwidth of 717 GB/s and 16 GB GDDR6X capacity. Workloads that benefit from FP16 dense at 97.5 TFLOPS or FP8 dense at 194.9 TFLOPS select this GPU for higher computational intensity.

Use Cases

LLM Training
RTX 4080

The RTX 4080 supplies 48.7 TFLOPS FP32 and 717 GB/s bandwidth that exceed RTX 4060 values for larger training batches.

LLM Inference
RTX 4080

FP16 dense performance at 97.5 TFLOPS on the RTX 4080 enables faster inference throughput than the unpublished figure on the RTX 4060.

Fine-tuning
RTX 4080

The RTX 4080 FP8 with sparsity at 389.8 TFLOPS and higher bandwidth support efficient parameter updates compared with 242 TFLOPS on the RTX 4060.

Stable Diffusion
RTX 4080

Memory bandwidth of 717 GB/s on the RTX 4080 accommodates larger image batches than the 272 GB/s available on the RTX 4060.

Scientific Computing
RTX 4080

FP32 performance of 48.7 TFLOPS on the RTX 4080 handles compute heavy scientific kernels more effectively than 15.1 TFLOPS on the RTX 4060.

Frequently Asked Questions

What is the FP32 performance difference between the RTX 4060 and RTX 4080?▾

The RTX 4060 lists 15.1 TFLOPS FP32 while the RTX 4080 lists 48.7 TFLOPS FP32. This difference affects throughput in single precision workloads.

How does memory bandwidth compare on these GPUs?▾

The RTX 4060 provides 272 GB/s bandwidth with 8 to 16 GB GDDR6 while the RTX 4080 provides 717 GB/s with 16 GB GDDR6X. Bandwidth directly influences maximum batch sizes.

Which GPU has lower power consumption?▾

The RTX 4060 operates at a TDP of 115W whereas the RTX 4080 operates at 320W. Lower TDP suits installations with strict power limits.

Can the RTX 4060 run FP16 workloads?▾

The vendor does not publish an FP16 figure for the RTX 4060. The RTX 4080 publishes FP16 dense at 97.5 TFLOPS and FP16 with sparsity at 195 TFLOPS.

Which is cheaper to rent, the RTX 4060 or the RTX 4080?▾

Cloud rental prices for both the RTX 4060 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 4060 have compared to the RTX 4080?▾

The RTX 4060 has 8 to 16 GB of GDDR6 memory. The RTX 4080 has 16 GB of GDDR6X memory.

Can I find RTX 4060 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 4060 and the RTX 4080?▾

The RTX 4060 uses the Ada Lovelace architecture (2023) while the RTX 4080 uses Ada Lovelace (2022). The RTX 4060 has 8-16 GB of GDDR6 at 272 GB/s; the RTX 4080 has 16 GB of GDDR6X at 717 GB/s, so the RTX 4080 has 2.6x the memory bandwidth of the RTX 4060.

Rent these GPUs

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the RTX 4060 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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