RTX 3060 vs TITAN Xp

AmperevsPascalUpdated 36 days ago

The RTX 3060 emerges as the superior choice for most cloud-based machine learning tasks. Ampere architecture provides 12.7 TFLOPS performance and 170W efficiency, paired with $0.07 per hour average pricing across 12 offers. TITAN Xp's bandwidth edge cannot offset absent availability or dated 2017 design.

RTX 3060 from $0.23/hr

Specifications Compared

SpecRTX-3060TITAN-XP
TDP170W250W
VRAM12 GB12 GB
CUDA Cores3,5843,840
Memory TypeGDDR6GDDR5X
ArchitectureAmperePascal
Form FactorsPCIePCIe
Interconnect
Tensor Cores112
FP16 Performance12.7 TFLOPS12.1 TFLOPS
FP32 Performance12.7 TFLOPS12.1 TFLOPS
Memory Bandwidth360 GB/s548 GB/s

Performance Analysis

Ampere architecture in the RTX 3060 yields 12.7 TFLOPS FP32 performance, matching its FP16 capability and supporting efficient mixed-precision training common in deep learning. The TITAN Xp delivers 12.1 TFLOPS across FP16 and FP32, a 5 percent deficit that impacts large-scale model training speed. Newer tensor cores in Ampere enhance inference throughput over Pascal's capabilities.

Higher memory bandwidth on the TITAN Xp, at 548 GB/s versus 360 GB/s, enables larger batch sizes in bandwidth-limited workloads like image generation or scientific simulations. This advantage persists despite the older architecture, allowing sustained data flow for memory-intensive operations.

The RTX 3060's 170W TDP contrasts with the TITAN Xp's 250W, promoting lower operational costs in cloud settings. Real-world efficiency favors Ampere for modern frameworks optimized post-2017.

Live Cloud Pricing

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

RTX 3060

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Vast.ai
Vast.ai
NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
Available
Vast.ai
Vast.ai
4×NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
$0.90/hr total (4×)
Available
Vast.ai
Vast.ai
2×NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
$0.45/hr total (2×)
Available
Vast.ai
Vast.ai
2×NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
$0.45/hr total (2×)
Available

Compare real-time pricing across 25+ providers

When to Choose the RTX 3060

The RTX 3060 excels in contemporary AI development leveraging Ampere-specific optimizations. Its 12.7 TFLOPS FP32 performance and $0.03 per hour starting price suit fine-tuning or inference on 12 GB models. Lower 170W TDP reduces energy expenses during prolonged cloud sessions across 12 available offers.

Availability drives selection for rapid prototyping, where Pascal-era TITAN Xp lacks live pricing.

When to Choose the TITAN Xp

The TITAN Xp fits legacy applications prioritizing memory bandwidth. Its 548 GB/s rate supports oversized batches in simulations exceeding the RTX 3060's 360 GB/s limit. Both share 12 GB VRAM, but GDDR5X sustains high-throughput data access.

On-premises setups ignore cloud unavailability, favoring 12.1 TFLOPS for compatible Pascal workloads.

Use Cases

LLM Training
RTX 3060

Ampere architecture in RTX 3060 delivers 12.7 TFLOPS FP16 for faster mixed-precision training. Lower 170W TDP sustains longer sessions versus TITAN Xp's 250W.

LLM Inference
TITAN Xp

TITAN Xp's 548 GB/s bandwidth handles larger inference batches on 12 GB models. It outperforms RTX 3060's 360 GB/s in memory-bound serving.

Fine-tuning
RTX 3060

RTX 3060's 12.7 TFLOPS and cloud pricing from $0.03 per hour accelerate iterative fine-tuning. Modern Ampere support ensures framework compatibility.

Stable Diffusion
Either

Both offer 12 GB VRAM for image generation; RTX 3060 provides efficiency at 170W, while TITAN Xp's 548 GB/s aids high-resolution batches.

Scientific Computing
TITAN Xp

TITAN Xp's superior 548 GB/s bandwidth accelerates data-heavy simulations. 12.1 TFLOPS FP32 suffices for compute-bound scientific tasks.

Frequently Asked Questions

Does RTX 3060 outperform TITAN Xp in FP32?

The RTX 3060 achieves 12.7 TFLOPS FP32, exceeding TITAN Xp's 12.1 TFLOPS by 5 percent. This edge benefits general compute workloads. Ampere architecture further optimizes real-world throughput.

Which has better memory bandwidth?

TITAN Xp provides 548 GB/s, surpassing RTX 3060's 360 GB/s by 52 percent. Higher bandwidth supports larger batch sizes. GDDR5X memory type contributes to this advantage.

What is the power consumption difference?

RTX 3060 draws 170W TDP, 32 percent less than TITAN Xp's 250W. Lower power lowers cloud costs. Efficiency suits extended training runs.

Is TITAN Xp available on cloud GPU rentals?

TITAN Xp currently has no live offers. RTX 3060 lists from $0.03 per hour across 12 providers. Availability favors modern Ampere GPUs.

Both have 12 GB VRAM: any differences?

RTX 3060 uses GDDR6 at 360 GB/s bandwidth; TITAN Xp employs GDDR5X at 548 GB/s. VRAM capacity matches for large models. Bandwidth impacts batch processing.

Which is newer architecture?

RTX 3060 features 2021 Ampere; TITAN Xp uses 2017 Pascal. Newer design includes advanced tensor cores. This affects AI workload support.

Which is cheaper to rent, the RTX 3060 or the TITAN Xp?

Cloud rental prices for both the RTX 3060 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 3060 have compared to the TITAN Xp?

The RTX 3060 has 12 GB of GDDR6 memory. The TITAN Xp has 12 GB of GDDR5X memory.

Can I find RTX 3060 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 3060 and the TITAN Xp?

The RTX 3060 uses the Ampere architecture (2021) while the TITAN Xp uses Pascal (2017). The RTX 3060 delivers 1.0x the FP16 throughput and 1.5x the memory bandwidth of the TITAN Xp.

RTX 3060 vs TITAN Xp: 12GB vs 12GB | GPUPerHour