Specifications Compared
| Spec | RTX-3070 | TITAN-XP |
|---|---|---|
| TDP | 220W | 250W |
| VRAM | 8 GB | 12 GB |
| CUDA Cores | 5,888 | 3,840 |
| Memory Type | GDDR6 | GDDR5X |
| Architecture | Ampere | Pascal |
| Form Factors | PCIe | PCIe |
| Interconnect | ||
| Tensor Cores | 184 | |
| FP16 Performance | 20.3 TFLOPS | 12.1 TFLOPS |
| FP32 Performance | 20.3 TFLOPS | 12.1 TFLOPS |
| Memory Bandwidth | 448 GB/s | 548 GB/s |
Performance Analysis
The RTX 3070's Ampere architecture yields superior FP16 and FP32 throughput at 20.3 TFLOPS each, compared to the TITAN Xp's 12.1 TFLOPS: this 68 percent advantage accelerates neural network training and inference by handling more floating-point operations per second. For training, higher FP16 performance reduces epochs needed; for inference, it supports faster query responses in deployment scenarios.
Memory specifications diverge significantly. The TITAN Xp's 12 GB GDDR5X VRAM exceeds the RTX 3070's 8 GB GDDR6, enabling larger models or batch sizes without swapping to system RAM. However, the TITAN Xp's 548 GB/s bandwidth outperforms the RTX 3070's 448 GB/s by 22 percent, minimizing bottlenecks in data-heavy tasks like image processing and allowing bigger batches before throughput drops.
Power efficiency tilts toward the RTX 3070 with 220W TDP versus 250W, reducing operational costs in prolonged cloud sessions. Overall, the RTX 3070 excels in raw compute for contemporary workloads, while the TITAN Xp suits memory-intensive applications despite its age.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
No live offers available at this time.
When to Choose the RTX 3070
The RTX 3070 suits users prioritizing compute speed and availability. With 20.3 TFLOPS FP16 and FP32 performance, it outperforms the TITAN Xp's 12.1 TFLOPS for training medium-sized models or running inference at scale. Cloud pricing from $0.04 per hour across 6 offers makes it ideal for cost-sensitive projects like fine-tuning or Stable Diffusion generation.
Lower 220W TDP supports denser cloud deployments without excessive power draw.
When to Choose the TITAN Xp
The TITAN Xp fits scenarios demanding higher VRAM capacity. Its 12 GB GDDR5X exceeds the RTX 3070's 8 GB, accommodating larger datasets or models in scientific computing. Superior 548 GB/s bandwidth handles high-throughput memory access better than the RTX 3070's 448 GB/s, benefiting batch processing in memory-bound tasks.
Owners of existing Pascal hardware may prefer it to avoid migration costs, though no current cloud offers limit accessibility.
Use Cases
The RTX 3070's 20.3 TFLOPS FP16 performance accelerates training iterations over the TITAN Xp's 12.1 TFLOPS. Its availability in cloud at $0.04 per hour from supports scalable sessions.
Higher 20.3 TFLOPS FP32 on RTX 3070 speeds up inference queries compared to 12.1 TFLOPS on TITAN Xp. Lower 220W TDP aids efficient serving.
RTX 3070's Ampere architecture and 20.3 TFLOPS outperform TITAN Xp for fine-tuning efficiency. Cost at average $0.08 per hour enhances accessibility.
RTX 3070's compute suits fast generation; TITAN Xp's 12 GB VRAM handles larger batches. Choice depends on model size versus speed needs.
TITAN Xp's 12 GB VRAM and 548 GB/s bandwidth manage large simulations better than RTX 3070's 8 GB and 448 GB/s.
Frequently Asked Questions
Which GPU has higher FP32 performance?▾
The RTX 3070 achieves 20.3 TFLOPS in FP32, surpassing the TITAN Xp's 12.1 TFLOPS by 68 percent. This benefits compute-intensive tasks like model training. Bandwidth on TITAN Xp reaches 548 GB/s, higher than 448 GB/s on RTX 3070.
Does the TITAN Xp have more VRAM than RTX 3070?▾
Yes, the TITAN Xp offers 12 GB GDDR5X versus 8 GB GDDR6 on the RTX 3070. This aids larger batch sizes in memory-heavy workloads. RTX 3070 compensates with 20.3 TFLOPS FP16 performance.
What is the power consumption difference?▾
RTX 3070 has a 220W TDP, lower than the TITAN Xp's 250W. This improves efficiency in cloud environments. Pricing for RTX 3070 starts at $0.04 per hour.
Is RTX 3070 available in the cloud?▾
RTX 3070 has 6 live cloud offers from $0.04 per hour, averaging $0.08 per hour. TITAN Xp has no live offers currently. Both use PCIe form factors.
How do architectures compare?▾
RTX 3070 uses newer Ampere from 2020 with 20.3 TFLOPS FP16, while TITAN Xp relies on Pascal from 2017 at 12.1 TFLOPS. Ampere provides better tensor core efficiency.
Which is better for machine learning?▾
RTX 3070 excels with 20.3 TFLOPS and cloud availability for most ML tasks. TITAN Xp suits VRAM-needy jobs with 12 GB. TDP difference is 30W in favor of RTX 3070.
Which is cheaper to rent, the RTX 3070 or the TITAN Xp?▾
Cloud rental prices for both the RTX 3070 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 3070 have compared to the TITAN Xp?▾
The RTX 3070 has 8 GB of GDDR6 memory. The TITAN Xp has 12 GB of GDDR5X memory.
Can I find RTX 3070 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 3070 and the TITAN Xp?▾
The RTX 3070 uses the Ampere architecture (2020) while the TITAN Xp uses Pascal (2017). The RTX 3070 delivers 1.7x the FP16 throughput and 1.2x the memory bandwidth of the TITAN Xp.