RTX 4060 vs TITAN V

Ada LovelacevsVoltaUpdated 36 days ago

The RTX 4060 emerges as the winner for most cloud-based ML workflows. Its 15.1 TFLOPS performance, 115 W efficiency, and $0.08 per hour pricing outperform the TITAN V's outdated availability and higher 250 W draw, despite the latter's bandwidth edge.

Specifications Compared

SpecRTX-4060TITAN-V
TDP115W250W
VRAM8 GB12 GB
CUDA Cores3,0725,120
Memory TypeGDDR6HBM2
ArchitectureAda LovelaceVolta
Form FactorsPCIePCIe
Interconnect
Tensor Cores96640
FP16 Performance15.1 TFLOPS13.8 TFLOPS
FP32 Performance15.1 TFLOPS13.8 TFLOPS
INT8 Performance242 TOPS
Memory Bandwidth272 GB/s653 GB/s

Performance Analysis

Compute throughput favors the RTX 4060 slightly: its 15.1 TFLOPS in FP16 and FP32 supports faster training and inference cycles than the TITAN V's 13.8 TFLOPS. This delta means the RTX 4060 processes matrix operations 9 percent quicker, benefiting deep learning pipelines where FP16 tensor cores accelerate mixed-precision training.

Memory bandwidth is the TITAN V's strength at 653 GB/s versus 272 GB/s on the RTX 4060, enabling larger batch sizes in memory-bound workloads. For instance, the TITAN V handles bigger models during LLM training without swapping, while the RTX 4060's 8 GB VRAM limits it to smaller batches compared to 12 GB on the TITAN V. Inference benefits from high bandwidth too, reducing latency in high-throughput serving.

Power efficiency tilts toward the RTX 4060 with 115 W TDP, yielding better TFLOPS per watt at roughly 0.13 versus the TITAN V's 0.055. This makes the RTX 4060 preferable for scaled cloud clusters, though the TITAN V excels in bandwidth-intensive scientific simulations.

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When to Choose the RTX 4060

The RTX 4060 suits budget-conscious users needing modern architecture on cloud platforms. With pricing from $0.08 per hour and six live offers, it enables quick prototyping for fine-tuning or inference at 15.1 TFLOPS FP16. Its 115 W TDP fits dense multi-GPU setups without high cooling demands.

Choose the RTX 4060 for general ML tasks where 8 GB VRAM suffices and Ada Lovelace optimizations like improved ray tracing aid creative workloads.

When to Choose the TITAN V

The TITAN V is ideal for memory-heavy applications requiring 12 GB HBM2 and 653 GB/s bandwidth. It supports larger models in scientific computing or early large-scale training where VRAM constraints bind the RTX 4060's 8 GB.

Opt for the TITAN V in on-premises environments tolerant of 250 W TDP, especially if legacy Volta software stacks are in use.

Use Cases

LLM Training
TITAN V

TITAN V's 12 GB VRAM and 653 GB/s bandwidth handle larger batches for LLM training better than RTX 4060's 8 GB limit. RTX 4060's slight 15.1 TFLOPS edge does not offset memory constraints.

LLM Inference
RTX 4060

RTX 4060's 15.1 TFLOPS FP16 and low $0.15 per hour average cost suit high-throughput inference. TITAN V lacks cloud offers for scalable serving.

Fine-tuning
Either

Both offer similar FP32 at 15.1 and 13.8 TFLOPS for fine-tuning smaller models. Choose RTX 4060 for cloud access or TITAN V for 12 GB VRAM needs.

Stable Diffusion
RTX 4060

RTX 4060's Ada architecture optimizes image generation with 15.1 TFLOPS and 115 W efficiency. Cloud pricing from $0.08 per hour enables rapid iteration.

Scientific Computing
TITAN V

TITAN V's 653 GB/s bandwidth accelerates simulations with large datasets. Its 12 GB HBM2 outperforms RTX 4060's 272 GB/s in memory-bound HPC tasks.

Frequently Asked Questions

Which has more VRAM, RTX 4060 or TITAN V?

The TITAN V provides 12 GB HBM2, exceeding the RTX 4060's 8 GB GDDR6. This makes TITAN V better for VRAM-intensive models. RTX 4060 suffices for lighter workloads.

What is the FP32 performance comparison?

RTX 4060 delivers 15.1 TFLOPS FP32, slightly above TITAN V's 13.8 TFLOPS. The 9 percent advantage aids general compute tasks. Both match in FP16 at similar levels.

Is RTX 4060 available on cloud GPU rentals?

RTX 4060 offers start at $0.08 per hour, averaging $0.15 per hour across six providers. TITAN V has no live cloud offers. This favors RTX 4060 for rentals.

How do power draws compare?

RTX 4060 uses 115 W TDP, half of TITAN V's 250 W. Lower power improves efficiency in clusters. TITAN V demands more cooling infrastructure.

Which has higher memory bandwidth?

TITAN V achieves 653 GB/s with HBM2, over twice RTX 4060's 272 GB/s GDDR6. Bandwidth boosts batch sizes in training. RTX 4060 prioritizes overall efficiency.

What architectures do they use?

RTX 4060 employs 2023 Ada Lovelace for modern features. TITAN V uses 2017 Volta, strong in early tensor cores. Newer architecture benefits RTX 4060 in optimizations.

Which is cheaper to rent, the RTX 4060 or the TITAN V?

Cloud rental prices for both the RTX 4060 and TITAN V 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 4060 have compared to the TITAN V?

The RTX 4060 has 8 GB of GDDR6 memory. The TITAN V has 12 GB of HBM2 memory.

Can I find RTX 4060 and TITAN V 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 4060 and the TITAN V?

The RTX 4060 uses the Ada Lovelace architecture (2023) while the TITAN V uses Volta (2017). The RTX 4060 delivers 1.1x the FP16 throughput and 2.4x the memory bandwidth of the TITAN V.