RTX 2080 Ti vs TITAN Xp

TuringvsPascalUpdated 35 days ago

The RTX 2080 Ti claims victory for prevalent cloud GPU rentals. Its 616 GB/s bandwidth and 13.4 TFLOPS compute surpass the TITAN Xp's 548 GB/s and 12.1 TFLOPS, paired with pricing from $0.06 per hour across six offers versus no availability for the competitor.

RTX 2080 Ti from $0.13/hr

Specifications Compared

SpecRTX-2080TITAN-XP
TDP215W250W
VRAM8-11 GB12 GB
CUDA Cores2,9443,840
Memory TypeGDDR6GDDR5X
ArchitectureTuringPascal
Form FactorsPCIePCIe
InterconnectNVLink
Tensor Cores368
FP16 Performance10.1 TFLOPS12.1 TFLOPS
FP32 Performance10.1 TFLOPS12.1 TFLOPS
Memory Bandwidth616 GB/s548 GB/s

Performance Analysis

The RTX 2080 Ti holds a compute edge over the TITAN Xp: 13.4 TFLOPS in FP16 and FP32 versus 12.1 TFLOPS, a 10 percent advantage that accelerates model training and inference by similar margins in FP32-dominant workflows like traditional deep learning. FP16 performance parity in base rates suits mixed-precision training, though Turing's tensor cores enable further gains not reflected in raw specs.

Memory bandwidth emerges as a decisive factor: the RTX 2080 Ti's 616 GB/s exceeds 548 GB/s by 12 percent, supporting larger batch sizes during training and reducing data transfer bottlenecks in memory-intensive inference. The TITAN Xp's 12 GB VRAM slightly outpaces 11 GB, yet GDDR6 efficiency on the RTX 2080 Ti often compensates for high-resolution model handling.

Power draw aligns at 250W TDP for both, ensuring comparable thermal and energy costs in cloud environments. These differences position the RTX 2080 Ti for bandwidth-sensitive tasks.

Live Cloud Pricing

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

RTX 2080 Ti

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

Compare real-time pricing across 25+ providers

When to Choose the RTX 2080 Ti

Select the RTX 2080 Ti for bandwidth-intensive workloads such as large-batch training: its 616 GB/s outperforms the TITAN Xp's 548 GB/s, enabling 12 percent larger batches without throttling. Cloud pricing from $0.06 per hour across six offers ensures accessibility.

NVLink interconnect supports scalable multi-GPU setups absent on the TITAN Xp, ideal for distributed computing.

When to Choose the TITAN Xp

Opt for the TITAN Xp in VRAM-critical scenarios: 12 GB GDDR5X exceeds the RTX 2080 Ti's 11 GB, accommodating oversized models or datasets in memory-bound fine-tuning. Pascal architecture suffices for FP32-heavy scientific simulations at 12.1 TFLOPS.

However, absence of live cloud offers restricts practical deployment compared to the RTX 2080 Ti.

Use Cases

LLM Training
RTX 2080 Ti

RTX 2080 Ti's 616 GB/s bandwidth handles larger batches better than 548 GB/s. 13.4 TFLOPS FP16 edges out 12.1 TFLOPS for faster iterations.

LLM Inference
Either

Similar FP16 performance at 13.4 TFLOPS versus 12.1 TFLOPS suits low-latency serving. VRAM difference of 11 GB to 12 GB rarely bottlenecks inference.

Fine-tuning
RTX 2080 Ti

Higher 616 GB/s bandwidth supports efficient gradient updates over 548 GB/s. Cloud availability at $0.06 per hour adds practicality.

Stable Diffusion
RTX 2080 Ti

Turing architecture with 13.4 TFLOPS FP32 accelerates diffusion models better than Pascal's 12.1 TFLOPS. 11 GB VRAM meets typical image generation needs.

Scientific Computing
TITAN Xp

TITAN Xp's 12 GB VRAM handles larger datasets than 11 GB. 12.1 TFLOPS FP32 matches demands of simulations where bandwidth is secondary.

Frequently Asked Questions

Which GPU has higher compute performance, RTX 2080 Ti or TITAN Xp?

The RTX 2080 Ti leads with 13.4 TFLOPS in FP16 and FP32, compared to the TITAN Xp's 12.1 TFLOPS. This 10 percent gain benefits training and inference tasks.

How do VRAM and bandwidth compare between RTX 2080 Ti and TITAN Xp?

RTX 2080 Ti offers 11 GB GDDR6 at 616 GB/s bandwidth. TITAN Xp provides 12 GB GDDR5X at 548 GB/s. Higher bandwidth aids batch processing despite less VRAM.

What are the cloud pricing details for these GPUs?

RTX 2080 Ti starts at $0.06 per hour, averaging $0.11 per hour across six live offers. TITAN Xp has no live cloud offers available.

Do both GPUs have the same power consumption?

Yes, both feature a 250W TDP. This equality simplifies deployment in power-constrained cloud instances.

What interconnect options do they support?

RTX 2080 Ti includes NVLink for multi-GPU linking. TITAN Xp lacks specified interconnect beyond PCIe.

Which architecture is newer?

RTX 2080 Ti uses Turing from 2018. TITAN Xp employs Pascal from 2017, offering generational improvements in efficiency.

Which is cheaper to rent, the RTX 2080 or the TITAN Xp?

Cloud rental prices for both the RTX 2080 and TITAN Xp 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 TITAN Xp?

The RTX 2080 has 8 to 11 GB of GDDR6 memory. The TITAN Xp has 12 GB of GDDR5X memory.

Can I find RTX 2080 and TITAN Xp 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 TITAN Xp?

The RTX 2080 uses the Turing architecture (2018) while the TITAN Xp uses Pascal (2017). The TITAN Xp delivers 1.2x the FP16 throughput and 1.1x the memory bandwidth of the RTX 2080.

RTX 2080 Ti vs TITAN Xp: 12GB GDDR5X vs 11GB GDDR6 | GPUPerHour