RTX 2080 vs RTX 4070 Ti

TuringvsAda LovelaceUpdated 35 days ago

The RTX 4070 Ti emerges as the winner for most cloud GPU use cases, delivering 29.1 TFLOPS compute and 12 GB VRAM versus the RTX 2080's 10.1 TFLOPS and 8 to 11 GB, justifying the cost increase from $0.07 to $0.22 average per hour for superior ML performance.

RTX 2080 from $0.13/hrRTX 4070 Ti from $0.50/hr

Specifications Compared

SpecRTX-2080RTX-4070
TDP215W200W
VRAM8-11 GB12 GB
CUDA Cores2,9445,888
Memory TypeGDDR6GDDR6X
ArchitectureTuringAda Lovelace
Form FactorsPCIePCIe
InterconnectNVLink
Tensor Cores368184
FP16 Performance10.1 TFLOPS29.1 TFLOPS
FP32 Performance10.1 TFLOPS29.1 TFLOPS
Memory Bandwidth616 GB/s504 GB/s

Performance Analysis

Compute performance differs substantially: the RTX 4070 Ti achieves 29.1 TFLOPS in both FP16 and FP32, compared to the RTX 2080's 10.1 TFLOPS, enabling nearly three times faster matrix operations critical for deep learning training and inference. This delta shortens training epochs and increases throughput for large language models. Memory bandwidth advantages the RTX 2080 at 616 GB/s versus 504 GB/s on the RTX 4070 Ti, supporting larger batch sizes in data transfer-heavy workloads before saturation occurs. The RTX 4070 Ti's 12 GB VRAM exceeds the RTX 2080's 8 to 11 GB, accommodating bigger models or datasets without swapping. Power draw remains close with 200W TDP for RTX 4070 Ti against 215W for RTX 2080, both fitting PCIe form factors efficiently.

Live Cloud Pricing

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

RTX 2080

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Vast.ai
Vast.ai
NVIDIA GeForce RTX 2080 Ti
11GB VRAM
$0.13/GPU/hr
Available

RTX 4070 Ti

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 RTX 2080

Budget-limited projects favor the RTX 2080 due to pricing from $0.05 per hour averaging $0.07 across 2 offers. Its superior 616 GB/s memory bandwidth suits bandwidth-bound tasks like high-resolution image processing where data movement dominates over raw compute.

When to Choose the RTX 4070 Ti

Compute-intensive workloads select the RTX 4070 Ti for 29.1 TFLOPS FP16 and FP32 performance, nearly three times the RTX 2080, accelerating AI training and inference. The 12 GB GDDR6X VRAM handles larger models effectively despite higher average pricing of $0.22 per hour.

Use Cases

LLM Training
RTX 4070 Ti

RTX 4070 Ti's 29.1 TFLOPS FP16 provides nearly three times the RTX 2080's 10.1 TFLOPS, reducing training time for large models.

LLM Inference
RTX 4070 Ti

The 29.1 TFLOPS FP32 on RTX 4070 Ti accelerates inference throughput compared to 10.1 TFLOPS on RTX 2080. Its 12 GB VRAM supports larger batch sizes.

Fine-tuning
RTX 4070 Ti

RTX 4070 Ti handles fine-tuning with 12 GB VRAM and 29.1 TFLOPS, outperforming RTX 2080's 8 to 11 GB and 10.1 TFLOPS for mid-sized models.

Stable Diffusion
Either

RTX 2080's 616 GB/s bandwidth aids image generation pipelines; RTX 4070 Ti's 29.1 TFLOPS speeds iteration, suiting varied budgets.

Scientific Computing
RTX 2080

RTX 2080's higher 616 GB/s bandwidth excels in simulation data transfers over RTX 4070 Ti's 504 GB/s, at lower $0.05 per hour pricing.

Frequently Asked Questions

Which GPU has higher compute performance?

The RTX 4070 Ti offers 29.1 TFLOPS FP32, nearly three times the RTX 2080's 10.1 TFLOPS. This benefits AI workloads significantly.

What are the VRAM differences?

RTX 4070 Ti provides 12 GB GDDR6X; RTX 2080 has 8 to 11 GB GDDR6. More VRAM on RTX 4070 Ti fits larger models.

How do cloud prices compare?

RTX 2080 starts at $0.05 per hour averaging $0.07 across 2 offers. RTX 4070 Ti begins at $0.08 per hour averaging $0.22 across 5 offers.

Which has better memory bandwidth?

RTX 2080 delivers 616 GB/s, exceeding RTX 4070 Ti's 504 GB/s. This aids batch processing in bandwidth-limited scenarios.

What are the TDP ratings?

RTX 4070 Ti uses 200W TDP; RTX 2080 requires 215W. Both suit standard PCIe slots with minimal power variance.

Which architecture is newer?

RTX 4070 Ti uses 2023 Ada Lovelace architecture; RTX 2080 employs 2018 Turing. Ada Lovelace improves AI efficiency.

Which is cheaper to rent, the RTX 2080 or the RTX 4070?

Cloud rental prices for both the RTX 2080 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 RTX 2080 have compared to the RTX 4070?

The RTX 2080 has 8 to 11 GB of GDDR6 memory. The RTX 4070 has 12 GB of GDDR6X memory.

Can I find RTX 2080 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 RTX 2080 and the RTX 4070?

The RTX 2080 uses the Turing architecture (2018) while the RTX 4070 uses Ada Lovelace (2023). The RTX 4070 delivers 2.9x the FP16 throughput and 1.2x the memory bandwidth of the RTX 2080.

RTX 2080 vs RTX 4070 Ti: 2.9x FP16 Gap, 12GB vs 11GB | GPUPerHour