RTX 3070 vs RTX 4060

AmperevsAda LovelaceUpdated 36 days ago

The RTX 3070 emerges as the winner for most common machine learning use cases. Superior 20.3 TFLOPS performance and 448 GB/s bandwidth outperform the RTX 4060's specs, while pricing from $0.04/hr offers unmatched value. It dominates training and compute-heavy tasks despite higher 220W TDP.

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 specs favor the RTX 3070 for demanding workloads. Its 20.3 TFLOPS in FP16 and FP32 exceeds the RTX 4060's 15.1 TFLOPS by 34 percent, enabling faster model training and inference on large datasets. Higher FP16 performance directly accelerates half-precision operations common in deep learning frameworks like PyTorch.

Memory bandwidth presents a key differentiator: 448 GB/s on the RTX 3070 supports larger batch sizes than the 272 GB/s on the RTX 4060, reducing data loading bottlenecks in training loops. This gap becomes evident in memory-intensive tasks, where the RTX 3070 maintains throughput with bigger models fitting within 8 GB VRAM.

Power efficiency tilts toward the RTX 4060 at 115W TDP versus 220W, yielding better performance per watt despite lower peak FLOPS. Ada Lovelace optimizations may enhance inference latency in real-world scenarios, though Ampere's bandwidth edge dominates for training throughput.

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When to Choose the RTX 3070

The RTX 3070 excels in high-performance computing needs. Its 20.3 TFLOPS FP32 rating and 448 GB/s bandwidth make it ideal for LLM training or Stable Diffusion generation, where raw speed outweighs power draw. At from $0.04/hr, it delivers superior value for budget-conscious users prioritizing throughput over efficiency.

Choose the RTX 3070 for PCIe-based cloud instances requiring maximum compute within 8 GB VRAM limits.

When to Choose the RTX 4060

The RTX 4060 suits efficiency-focused deployments. Its 115W TDP consumes half the power of the RTX 3070's 220W, reducing operational costs in prolonged inference or fine-tuning sessions. Newer Ada Lovelace architecture benefits real-time applications despite 15.1 TFLOPS.

Opt for the RTX 4060 when availability matters, with 9 live offers versus 6 for the RTX 3070.

Use Cases

LLM Training
RTX 3070

RTX 3070's 20.3 TFLOPS and 448 GB/s bandwidth handle larger batches and faster iterations than RTX 4060's 15.1 TFLOPS and 272 GB/s.

LLM Inference
Either

Both fit 8 GB VRAM for common models; RTX 4060's efficiency aids low-latency serving, while RTX 3070 boosts throughput.

Fine-tuning
RTX 3070

Higher 20.3 TFLOPS on RTX 3070 accelerates gradient computations over RTX 4060's 15.1 TFLOPS.

Stable Diffusion
RTX 3070

RTX 3070's bandwidth advantage at 448 GB/s supports faster image generation than 272 GB/s on RTX 4060.

Scientific Computing
RTX 4060

RTX 4060's 115W TDP and Ada architecture provide efficient FP32 at 15.1 TFLOPS for sustained simulations.

Frequently Asked Questions

Which GPU has higher performance, RTX 3070 or RTX 4060?

The RTX 3070 leads with 20.3 TFLOPS in FP16 and FP32, compared to 15.1 TFLOPS on the RTX 4060. This makes it faster for compute-intensive tasks. Memory bandwidth also favors RTX 3070 at 448 GB/s versus 272 GB/s.

What are the power consumption differences?

RTX 3070 has a 220W TDP, double the RTX 4060's 115W. Lower power on RTX 4060 suits energy-sensitive environments. Both use PCIe form factors.

How do cloud prices compare?

RTX 3070 starts at $0.04/hr average $0.08/hr across 6 offers; RTX 4060 at $0.08/hr average $0.14/hr across 9 offers. RTX 3070 provides better per-hour value.

Do they have the same VRAM?

Both feature 8 GB GDDR6 VRAM. RTX 3070 pairs it with higher 448 GB/s bandwidth for better utilization. This suits similar model sizes.

Which is newer, RTX 3070 or RTX 4060?

RTX 4060 uses 2023 Ada Lovelace architecture; RTX 3070 is 2020 Ampere. Newer design aids RTX 4060 in efficiency features.

Best for machine learning training?

RTX 3070 excels due to 20.3 TFLOPS and 448 GB/s bandwidth. It outperforms RTX 4060 in batch processing. Pricing at $0.04/hr enhances appeal.

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.