Specifications Compared
| Spec | GTX-1070 | TITAN-XP |
|---|---|---|
| TDP | 150W | 250W |
| VRAM | 8 GB | 12 GB |
| CUDA Cores | 1,920 | 3,840 |
| Memory Type | GDDR5 | GDDR5X |
| Architecture | Pascal | Pascal |
| Form Factors | PCIe | PCIe |
| Interconnect | ||
| FP16 Performance | 6.5 TFLOPS | 12.1 TFLOPS |
| FP32 Performance | 6.5 TFLOPS | 12.1 TFLOPS |
| Memory Bandwidth | 256 GB/s | 548 GB/s |
Performance Analysis
The TITAN Xp outperforms the GTX 1070 Ti by 36 percent in FP32 and FP16 compute at 12.1 TFLOPS versus 8.9 TFLOPS, accelerating training and inference for models under 8 GB. This delta shortens epochs in fine-tuning by roughly proportional time savings on compute-bound tasks. Pascal lacks tensor cores, so FP16 equals FP32 on both, suiting general matrix operations but not optimized deep learning. Memory bandwidth differs starkly: 548 GB/s on TITAN Xp versus 256 GB/s enables larger batch sizes without bottlenecks, vital for stable training of image models like Stable Diffusion. The GTX 1070 Ti's 8 GB VRAM limits it to smaller datasets or inference, while TITAN Xp's 12 GB handles bigger models before swapping. Higher 250 W TDP on TITAN Xp demands better cooling, but yields throughput gains in memory-intensive scientific computing.
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When to Choose the GTX 1070 Ti
The GTX 1070 Ti suits low-power legacy inference or gaming rigs. Its 180 W TDP fits constrained cloud instances or desktops with modest PSUs. Choose it for tasks under 8 GB VRAM like lightweight LLM inference where 8.9 TFLOPS suffices and 256 GB/s bandwidth avoids overkill costs.
When to Choose the TITAN Xp
The TITAN Xp excels in demanding workloads needing 12 GB VRAM. Select it for training mid-sized models or Stable Diffusion with batch sizes leveraging 548 GB/s bandwidth. Its 12.1 TFLOPS FP32 boosts productivity in fine-tuning despite 250 W TDP.
Use Cases
TITAN Xp's 12 GB VRAM and 12.1 TFLOPS FP32 support larger models than GTX 1070 Ti's 8 GB limit. Higher 548 GB/s bandwidth enables bigger batches for efficient training.
Both handle small LLMs under 8 GB with GTX 1070 Ti's 8.9 TFLOPS adequate for low latency. TITAN Xp's extra VRAM aids larger models at 12.1 TFLOPS.
TITAN Xp's 12.1 TFLOPS and 548 GB/s bandwidth speed epochs on datasets up to 12 GB. GTX 1070 Ti restricts to smaller scales with 8 GB VRAM.
12 GB VRAM on TITAN Xp fits full models without quantization, with 548 GB/s for fast generation. GTX 1070 Ti's 8 GB requires compromises on resolution.
TITAN Xp's 12.1 TFLOPS FP32 and higher bandwidth accelerate simulations. GTX 1070 Ti works for lighter loads but bottlenecks on large arrays.
Frequently Asked Questions
What is the FP32 performance difference between GTX 1070 Ti and TITAN Xp?▾
The TITAN Xp achieves 12.1 TFLOPS FP32, surpassing the GTX 1070 Ti's 8.9 TFLOPS by 36 percent. This boosts training throughput proportionally. FP16 matches FP32 on both Pascal GPUs.
Which has more VRAM: GTX 1070 Ti or TITAN Xp?▾
TITAN Xp offers 12 GB GDDR5X versus 8 GB on GTX 1070 Ti. This allows larger models in machine learning. Bandwidth is 548 GB/s on TITAN Xp against 256 GB/s.
Is TITAN Xp more power-hungry than GTX 1070 Ti?▾
Yes, TITAN Xp draws 250 W TDP compared to 180 W on GTX 1070 Ti. It requires stronger cooling. Performance gains justify it for heavy workloads.
Can GTX 1070 Ti handle Stable Diffusion?▾
GTX 1070 Ti runs Stable Diffusion with 8 GB VRAM but may need optimizations like half-precision. TITAN Xp's 12 GB performs natively better. Both use Pascal architecture.
Are there tensor cores on GTX 1070 Ti or TITAN Xp?▾
Neither has tensor cores as Pascal GPUs. FP16 runs at FP32 rates: 8.9 TFLOPS on GTX 1070 Ti and 12.1 TFLOPS on TITAN Xp. Use Volta or later for tensor acceleration.
Which is better for machine learning training?▾
TITAN Xp excels with 12 GB VRAM, 12.1 TFLOPS, and 548 GB/s bandwidth. GTX 1070 Ti limits to smaller models at 8 GB and 256 GB/s. Both lack modern ML optimizations.
Which is cheaper to rent, the GTX 1070 or the TITAN Xp?▾
Cloud rental prices for both the GTX 1070 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 GTX 1070 have compared to the TITAN Xp?▾
The GTX 1070 has 8 GB of GDDR5 memory. The TITAN Xp has 12 GB of GDDR5X memory.
Can I find GTX 1070 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 GTX 1070 and the TITAN Xp?▾
The GTX 1070 uses the Pascal architecture (2016) while the TITAN Xp uses Pascal (2017). The TITAN Xp delivers 1.9x the FP16 throughput and 2.1x the memory bandwidth of the GTX 1070.