RTX 3070 Ti vs RTX 4060 Ti

AmperevsAda LovelaceUpdated 35 days ago

The RTX 3070 Ti emerges as the winner for typical cloud AI tasks on gpuperhour.com. Superior memory bandwidth of 608 GB/s enables practical advantages in batch processing for training and inference, paired with lower pricing from $0.06 per hour. Marginal FP32 similarity at 22 TFLOPS and power savings do not offset these gains.

Specifications Compared

SpecRTX-3070RTX-4060
TDP220W115W
VRAM8 GB8 GB
CUDA Cores5,8883,072
Memory TypeGDDR6GDDR6
ArchitectureAmpereAda Lovelace
Form FactorsPCIePCIe
Interconnect
Tensor Cores18496
FP16 Performance20.3 TFLOPS15.1 TFLOPS
FP32 Performance20.3 TFLOPS15.1 TFLOPS
Memory Bandwidth448 GB/s272 GB/s

Performance Analysis

Raw compute performance shows minimal separation: both GPUs achieve around 22 TFLOPS in FP16 and FP32 operations. This parity implies equivalent handling of shader-bound training and inference phases for models up to 8 GB VRAM limits. The Ada Lovelace architecture in the RTX 4060 Ti offers refined efficiency in mixed-precision workflows.

Memory bandwidth defines practical disparities: the RTX 3070 Ti's 608 GB/s supports batch sizes up to twice those feasible on the RTX 4060 Ti's 288 GB/s. Larger batches accelerate training convergence and inference throughput in bandwidth-constrained scenarios, such as processing high-resolution images or large sequences in language models.

Power draw impacts deployment scale: the RTX 4060 Ti's 160 W TDP enables denser server packing than the RTX 3070 Ti's 290 W. Lower consumption reduces operational costs in prolonged cloud sessions, though the RTX 3070 Ti compensates with superior data movement for memory-heavy tasks.

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When to Choose the RTX 3070 Ti

The RTX 3070 Ti stands out for memory-intensive workloads. Its 608 GB/s bandwidth handles larger batch sizes in training and diffusion generation better than the RTX 4060 Ti's 288 GB/s. At $0.06 per hour average $0.08, it delivers stronger performance per dollar across two providers.

When to Choose the RTX 4060 Ti

The RTX 4060 Ti fits efficiency-driven environments. Its 160 W TDP versus 290 W allows more GPUs per host, suiting multi-instance inference servers. The 2023 Ada Lovelace architecture ensures compatibility with emerging CUDA optimizations across six rental options from $0.08 per hour.

Use Cases

LLM Training
RTX 3070 Ti

The RTX 3070 Ti's 608 GB/s bandwidth supports larger batch sizes critical for LLM training efficiency. Lower pricing at $0.06 per hour provides better value than the RTX 4060 Ti.

LLM Inference
Either

Comparable FP16 performance around 22 TFLOPS suits inference on both GPUs. Choose RTX 4060 Ti for power efficiency at 160 W TDP in high-volume deployments.

Fine-tuning
RTX 3070 Ti

Higher 608 GB/s bandwidth on RTX 3070 Ti accelerates data loading during fine-tuning iterations. Cost advantage at average $0.08 per hour seals the preference.

Stable Diffusion
RTX 3070 Ti

RTX 3070 Ti's bandwidth edge at 608 GB/s handles high-resolution texture generation with larger batches. It outperforms the 288 GB/s limit of RTX 4060 Ti.

Scientific Computing
RTX 4060 Ti

RTX 4060 Ti's 160 W TDP and Ada architecture optimize sustained simulations. Newer design aids vectorized computations despite similar 22 TFLOPS rates.

Frequently Asked Questions

Which GPU has higher memory bandwidth: RTX 3070 Ti or RTX 4060 Ti?

The RTX 3070 Ti delivers 608 GB/s bandwidth with 8 GB GDDR6X memory. The RTX 4060 Ti provides 288 GB/s using 8 GB GDDR6. This gap favors the RTX 3070 Ti for bandwidth-bound tasks.

What are the FP32 performance figures for these GPUs?

RTX 3070 Ti achieves 21.8 TFLOPS in FP32 operations. RTX 4060 Ti reaches 22.1 TFLOPS. Differences remain negligible for most compute workloads.

How do cloud rental prices compare?

RTX 3070 Ti pricing starts at $0.06 per hour, averaging $0.08 across two offers. RTX 4060 Ti begins at $0.08 per hour, averaging $0.14 across six offers. RTX 3070 Ti offers lower cost entry.

Which GPU consumes less power?

The RTX 4060 Ti has a 160 W TDP, half the RTX 3070 Ti's 290 W. Lower power suits dense cloud configurations. Efficiency gains stem from Ada Lovelace design.

Are VRAM capacities the same?

Both GPUs feature 8 GB VRAM. RTX 3070 Ti uses GDDR6X for higher speed, RTX 4060 Ti employs GDDR6. Capacity equality limits both to similar model sizes.

Is RTX 3070 Ti better for AI training?

RTX 3070 Ti excels due to 608 GB/s bandwidth supporting bigger batches. Pricing at $0.06 per hour enhances affordability. RTX 4060 Ti trails in memory throughput despite close 22 TFLOPS compute.

Which is cheaper to rent, the RTX 3070 or the RTX 4060?

Cloud rental prices for both the RTX 3070 and RTX 4060 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 3070 have compared to the RTX 4060?

The RTX 3070 has 8 GB of GDDR6 memory. The RTX 4060 has 8 GB of GDDR6 memory.

Can I find RTX 3070 and RTX 4060 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 3070 and the RTX 4060?

The RTX 3070 uses the Ampere architecture (2020) while the RTX 4060 uses Ada Lovelace (2023). The RTX 3070 delivers 1.3x the FP16 throughput and 1.6x the memory bandwidth of the RTX 4060.