GTX 1080 vs RTX 4070

PascalvsAda LovelaceUpdated 36 days ago

The RTX 4070 emerges as the winner for common cloud workloads. It offers 29.1 TFLOPS versus 8.9 TFLOPS and 504 GB/s bandwidth against 320 GB/s at an average $0.19 per hour compared to $0.45 per hour, providing superior performance and cost efficiency across AI applications.

GTX 1080 from $0.30/hrRTX 4070 from $0.50/hr

Specifications Compared

SpecGTX-1080RTX-4070
TDP180W200W
VRAM8-11 GB12 GB
CUDA Cores2,5605,888
Memory TypeGDDR5XGDDR6X
ArchitecturePascalAda Lovelace
Form FactorsPCIePCIe
Interconnect
FP16 Performance8.9 TFLOPS29.1 TFLOPS
FP32 Performance8.9 TFLOPS29.1 TFLOPS
Memory Bandwidth320 GB/s504 GB/s

Performance Analysis

The RTX 4070 demonstrates superior raw compute with 29.1 TFLOPS in FP16 and FP32 compared to the GTX 1080's 8.9 TFLOPS, a 227 percent improvement. This gap accelerates machine learning training by enabling faster matrix multiplications and model optimizations, reducing epoch times significantly. For inference, lower latency results from the higher throughput, making the RTX 4070 ideal for real-time deployments.

Memory bandwidth stands out as a key differentiator: 504 GB/s on the RTX 4070 versus 320 GB/s on the GTX 1080 allows 57 percent faster data transfers. Larger batch sizes become feasible without memory saturation, enhancing training stability and inference scalability for models exceeding 8 GB VRAM.

The RTX 4070's 12 GB VRAM exceeds the GTX 1080's 8 to 11 GB capacity, supporting bigger models and datasets directly. Combined with Ada Lovelace efficiencies, these specs yield practical gains in throughput for AI pipelines.

Live Cloud Pricing

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

GTX 1080

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
LeaderGPU
LeaderGPU
4×NVIDIA GeForce GTX 1080
8GB VRAM
$0.30/GPU/hr
$1.20/hr total (4×)
Available
LeaderGPU
LeaderGPU
8×NVIDIA GeForce GTX 1080 Ti
11GB VRAM
$0.60/GPU/hr
$4.80/hr total (8×)
Available

RTX 4070

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
RunPod
RunPod
NVIDIA GeForce RTX 4070 Ti
12GB VRAM
$0.50/GPU/hr

Compare real-time pricing across 25+ providers

When to Choose the GTX 1080

The GTX 1080 fits niche scenarios with power budgets under 180W TDP, lower than the RTX 4070's 200W. Legacy applications tuned for Pascal architecture avoid recompilation overhead on the GTX 1080's 8.9 TFLOPS FP32 performance. Limited availability across two cloud providers at $0.30 per hour minimum suits testing where modern features add no value.

When to Choose the RTX 4070

The RTX 4070 dominates modern AI tasks with 29.1 TFLOPS FP16 performance and 504 GB/s bandwidth, enabling efficient LLM handling and diffusion models. Its 12 GB VRAM accommodates larger batches than the GTX 1080's 8 to 11 GB. Cloud pricing from $0.07 per hour across nine providers delivers unmatched value for training and inference.

Use Cases

LLM Training
RTX 4070

The RTX 4070's 29.1 TFLOPS FP16 and 12 GB VRAM handle large models three times faster than the GTX 1080's 8.9 TFLOPS and 8-11 GB.

LLM Inference
RTX 4070

Higher 504 GB/s bandwidth on RTX 4070 supports bigger batches for low-latency inference, outperforming GTX 1080's 320 GB/s.

Fine-tuning
RTX 4070

RTX 4070's 29.1 TFLOPS accelerates fine-tuning epochs with more VRAM capacity than GTX 1080's limits.

Stable Diffusion
RTX 4070

Ada Lovelace architecture and 29.1 TFLOPS on RTX 4070 generate images faster than Pascal's 8.9 TFLOPS on GTX 1080.

Scientific Computing
RTX 4070

RTX 4070's 504 GB/s bandwidth and 29.1 TFLOPS FP32 excel in simulations, surpassing GTX 1080's specs.

Frequently Asked Questions

Which GPU has higher performance?

The RTX 4070 achieves 29.1 TFLOPS in FP16 and FP32, over three times the GTX 1080's 8.9 TFLOPS. This results in faster training and inference speeds.

How do prices compare in the cloud?

RTX 4070 rentals start at $0.07 per hour averaging $0.19 across nine providers, versus GTX 1080's $0.30 minimum and $0.45 average on two providers.

What is the VRAM difference?

RTX 4070 provides 12 GB GDDR6X, exceeding GTX 1080's 8-11 GB GDDR5X for larger models.

Which has better memory bandwidth?

RTX 4070 offers 504 GB/s, 57 percent more than GTX 1080's 320 GB/s, aiding batch processing.

Are TDPs significantly different?

GTX 1080 uses 180W TDP, slightly below RTX 4070's 200W, but performance gains outweigh the difference.

Which architecture is newer?

RTX 4070 uses 2023 Ada Lovelace, while GTX 1080 relies on 2016 Pascal, impacting efficiency and features.

Which is cheaper to rent, the GTX 1080 or the RTX 4070?

Cloud rental prices for both the GTX 1080 and RTX 4070 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 GTX 1080 have compared to the RTX 4070?

The GTX 1080 has 8 to 11 GB of GDDR5X memory. The RTX 4070 has 12 GB of GDDR6X memory.

Can I find GTX 1080 and RTX 4070 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 GTX 1080 and the RTX 4070?

The GTX 1080 uses the Pascal architecture (2016) while the RTX 4070 uses Ada Lovelace (2023). The RTX 4070 delivers 3.3x the FP16 throughput and 1.6x the memory bandwidth of the GTX 1080.