GTX 1080 Ti vs RTX 4070

PascalvsAda LovelaceUpdated 35 days ago

The RTX 4070 emerges as the clear winner for most cloud GPU use cases. It delivers over three times the compute performance at 29.1 TFLOPS versus 8.9 TFLOPS, superior 504 GB/s bandwidth, and 12 GB VRAM, all at a fraction of the cost starting at $0.07 per hour compared to $0.60 per hour.

GTX 1080 Ti 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's 29.1 TFLOPS in FP16 and FP32 exceeds the GTX 1080 Ti's 8.9 TFLOPS by over three times, translating to faster neural network training and inference speeds. Training large models benefits from this compute delta, as epochs complete quicker on the newer GPU. Inference tasks see similar gains, with higher throughput for real-time applications.

Memory bandwidth of 504 GB/s on the RTX 4070 versus 320 GB/s on the GTX 1080 Ti allows larger batch sizes without bottlenecks, crucial for efficient training runs. The 12 GB GDDR6X VRAM supports bigger datasets than the GTX 1080 Ti's 8-11 GB GDDR5X, reducing out-of-memory errors in memory-intensive workloads like fine-tuning.

Live Cloud Pricing

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

GTX 1080 Ti

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 Ti

The GTX 1080 Ti suits legacy applications tied to Pascal architecture compatibility, where software lacks Ada Lovelace support. Its 180W TDP consumes less power than the RTX 4070's 200W, beneficial in strict power-limited cloud instances. At $0.60 per hour, it fits scenarios with abundant availability despite higher cost.

When to Choose the RTX 4070

The RTX 4070 excels in modern AI workloads due to 29.1 TFLOPS compute and 504 GB/s bandwidth, outperforming the GTX 1080 Ti's 8.9 TFLOPS and 320 GB/s. Cloud pricing from $0.07 per hour makes it ideal for cost-sensitive training or inference. Its 12 GB VRAM handles larger models effectively.

Use Cases

LLM Training
RTX 4070

The RTX 4070's 29.1 TFLOPS FP16 performance triples the GTX 1080 Ti's 8.9 TFLOPS, accelerating training epochs. Higher 504 GB/s bandwidth supports larger batches.

LLM Inference
RTX 4070

RTX 4070 achieves 29.1 TFLOPS FP32 for faster inference than GTX 1080 Ti's 8.9 TFLOPS. 12 GB VRAM handles bigger models without swapping.

Fine-tuning
RTX 4070

RTX 4070's 504 GB/s bandwidth versus 320 GB/s enables efficient fine-tuning with larger datasets. Compute advantage at 29.1 TFLOPS speeds iterations.

Stable Diffusion
RTX 4070

RTX 4070's Ada architecture and 29.1 TFLOPS outperform GTX 1080 Ti for image generation tasks. Lower pricing at $0.07 per hour adds value.

Scientific Computing
Either

GTX 1080 Ti works for legacy codes on Pascal, while RTX 4070's 29.1 TFLOPS suits modern simulations. Choice depends on software compatibility.

Frequently Asked Questions

Which GPU has higher compute performance: GTX 1080 Ti or RTX 4070?

The RTX 4070 leads with 29.1 TFLOPS in FP16 and FP32, compared to the GTX 1080 Ti's 8.9 TFLOPS in each. This results in over three times faster AI workloads.

What is the VRAM difference between GTX 1080 Ti and RTX 4070?

RTX 4070 provides 12 GB GDDR6X, exceeding the GTX 1080 Ti's 8-11 GB GDDR5X. This supports larger models in training and inference.

How do cloud prices compare for GTX 1080 Ti vs RTX 4070?

GTX 1080 Ti starts at $0.60 per hour across one offer. RTX 4070 begins at $0.07 per hour with an average of $0.14 per hour over two offers.

Which has better memory bandwidth?

RTX 4070 offers 504 GB/s, surpassing GTX 1080 Ti's 320 GB/s. Higher bandwidth improves batch sizes in machine learning tasks.

Is RTX 4070 more power efficient than GTX 1080 Ti?

Both have similar TDPs at 200W for RTX 4070 and 180W for GTX 1080 Ti, but RTX 4070 delivers 29.1 TFLOPS versus 8.9 TFLOPS for better performance per watt.

Can GTX 1080 Ti handle modern LLM inference?

GTX 1080 Ti manages with 8-11 GB VRAM and 8.9 TFLOPS FP32, but RTX 4070's 12 GB and 29.1 TFLOPS provide superior speed and capacity.

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.

GTX 1080 Ti vs RTX 4070: 3.3x FP16 Gap, 12GB vs 11GB | GPUPerHour