RTX 2060 vs TITAN Xp

TuringvsPascalUpdated 35 days ago

The RTX 2060 emerges as the superior choice for most cloud users. Availability at $0.02 to $0.04 per hour trumps the TITAN Xp's absent offers, while 160W TDP ensures efficiency despite lower 6.5 TFLOPS and 336 GB/s bandwidth. Modern Turing architecture aligns better with current ML pipelines.

Specifications Compared

SpecRTX-2060TITAN-XP
TDP160W250W
VRAM6-12 GB12 GB
CUDA Cores1,9203,840
Memory TypeGDDR6GDDR5X
ArchitectureTuringPascal
Form FactorsPCIePCIe
Interconnect
Tensor Cores240
FP16 Performance6.5 TFLOPS12.1 TFLOPS
FP32 Performance6.5 TFLOPS12.1 TFLOPS
Memory Bandwidth336 GB/s548 GB/s

Performance Analysis

Raw compute power sets the TITAN Xp apart: its 12.1 TFLOPS in FP16 and FP32 outperforms the RTX 2060's 6.5 TFLOPS by nearly double, accelerating deep learning training cycles and inference passes. For model training, this delta translates to shorter epochs on datasets requiring high-precision floating-point operations.

Memory bandwidth profoundly influences workload feasibility: the TITAN Xp's 548 GB/s sustains larger batch sizes in memory-bound tasks like large language model inference, exceeding the RTX 2060's 336 GB/s capacity. Smaller batches on the RTX 2060 may increase iteration overhead, though its 6 to 12 GB GDDR6 VRAM offers flexibility versus the TITAN Xp's fixed 12 GB GDDR5X.

Power efficiency tilts toward the RTX 2060 with 160W TDP against 250W, enabling denser cloud deployments and lower operational costs. The Turing architecture's advancements support optimized tensor operations absent in Pascal, yet spec deltas prioritize TITAN Xp for brute-force compute despite its age.

Live Cloud Pricing

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

No live offers available at this time.

Compare real-time pricing across 25+ providers

When to Choose the RTX 2060

The RTX 2060 excels in cost-sensitive cloud environments. Its pricing from $0.02 per hour, averaging $0.04 per hour across two live offers, suits intermittent workloads like prototyping or small-scale inference. Lower 160W TDP facilitates multi-GPU setups without excessive power demands.

Newer Turing architecture benefits tasks leveraging RT and tensor cores, providing edge over Pascal in modern ML frameworks despite halved 6.5 TFLOPS FP16/FP32 ratings.

When to Choose the TITAN Xp

The TITAN Xp fits high-compute scenarios where availability exists. Its 12.1 TFLOPS FP16/FP32 doubles RTX 2060 throughput for training large models, and 548 GB/s bandwidth handles massive batches effectively.

Fixed 12 GB GDDR5X VRAM supports memory-intensive simulations without variant sizing risks of RTX 2060's 6 to 12 GB range, ideal for legacy Pascal-optimized codebases.

Use Cases

LLM Training
TITAN Xp

TITAN Xp's 12.1 TFLOPS FP16/FP32 doubles RTX 2060's 6.5 TFLOPS for faster epochs. Higher 548 GB/s bandwidth supports large batches critical for LLMs.

LLM Inference
TITAN Xp

Superior 12.1 TFLOPS FP32 and 548 GB/s bandwidth enable low-latency serving of large models. RTX 2060's 336 GB/s limits batch throughput.

Fine-tuning
RTX 2060

RTX 2060's Turing architecture and $0.02 per hour pricing fit iterative fine-tuning. 6 to 12 GB VRAM suffices for most adapters despite lower 6.5 TFLOPS.

Stable Diffusion
RTX 2060

Turing RT cores optimize diffusion rendering beyond Pascal specs. Low 160W TDP and cloud availability at $0.04 per hour average suit creative workflows.

Scientific Computing
TITAN Xp

TITAN Xp's 12.1 TFLOPS FP32 and 12 GB VRAM accelerate simulations. 548 GB/s bandwidth handles data-parallel HPC tasks efficiently.

Frequently Asked Questions

Which GPU has more VRAM?

The TITAN Xp provides a fixed 12 GB of GDDR5X VRAM. The RTX 2060 offers 6 to 12 GB of GDDR6, matching at maximum but varying by variant.

What are the FP32 performance differences?

TITAN Xp delivers 12.1 TFLOPS FP32, surpassing RTX 2060's 6.5 TFLOPS by 86 percent. This gap accelerates compute-heavy training tasks.

How do memory bandwidths compare?

TITAN Xp achieves 548 GB/s, exceeding RTX 2060's 336 GB/s by 63 percent. Higher bandwidth benefits large-batch ML workloads.

What is the cloud pricing for RTX 2060?

RTX 2060 rentals start at $0.02 per hour, averaging $0.04 per hour across two live offers. TITAN Xp has no current live offers.

Which has lower power consumption?

RTX 2060 draws 160W TDP, 36 percent less than TITAN Xp's 250W. This supports efficient multi-GPU cloud configurations.

What architectures do they use?

RTX 2060 employs Turing from 2019 with tensor cores. TITAN Xp uses Pascal from 2017, lacking those optimizations.

Which is cheaper to rent, the RTX 2060 or the TITAN Xp?

Cloud rental prices for both the RTX 2060 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 2060 have compared to the TITAN Xp?

The RTX 2060 has 6 to 12 GB of GDDR6 memory. The TITAN Xp has 12 GB of GDDR5X memory.

Can I find RTX 2060 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 2060 and the TITAN Xp?

The RTX 2060 uses the Turing architecture (2019) while the TITAN Xp uses Pascal (2017). The TITAN Xp delivers 1.9x the FP16 throughput and 1.6x the memory bandwidth of the RTX 2060.