GTX 1080 Ti vs Tesla P100

PascalvsPascalUpdated 35 days ago

The P100 emerges as the winner for prevalent AI use cases like LLM training and inference. Its 16 GB VRAM and 732 GB/s bandwidth handle modern model sizes better than the GTX 1080 Ti's 11 GB and 484 GB/s, despite the latter's 11.3 TFLOPS compute edge, especially at matched $0.60 per hour pricing.

GTX 1080 Ti from $0.30/hrTesla P100 from $0.60/hr

Specifications Compared

SpecGTX-1080P100
TDP180W250W
VRAM8-11 GB16 GB
CUDA Cores2,5603,584
Memory TypeGDDR5XHBM2
ArchitecturePascalPascal
Form FactorsPCIeSXM2, PCIe
InterconnectNVLink
FP16 Performance8.9 TFLOPS9.3 TFLOPS
FP32 Performance8.9 TFLOPS9.3 TFLOPS
Memory Bandwidth320 GB/s732 GB/s

Performance Analysis

The GTX 1080 Ti's 11.3 TFLOPS FP16 and FP32 rating outpaces the P100's 9.3 TFLOPS: this advantage accelerates training and inference cycles for FP32-dominant workloads like fine-tuning where compute density matters. Both GPUs handle FP16 at matching FP32 rates, supporting mixed-precision training without tensor core penalties. Memory differences prove critical: the P100's 732 GB/s bandwidth and 16 GB HBM2 allow larger batch sizes in training compared to the GTX 1080 Ti's 484 GB/s and 11 GB GDDR5X, minimizing data starvation in memory-bound inference. The P100's NVLink interconnect enables faster multi-GPU communication, unlike the GTX 1080 Ti's PCIe-only setup, benefiting scaled deployments.

Live Cloud Pricing

Real-time prices from 25+ providers. Updated every 60 seconds.

GTX 1080 Ti

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
LeaderGPU
LeaderGPU
4×NVIDIA GeForce GTX 1080
8GB VRAM
$0.30/GPU/hr
$1.20/hr total (4×)
Available
LeaderGPU
LeaderGPU
8×NVIDIA GeForce GTX 1080 Ti
11GB VRAM
$0.60/GPU/hr
$4.80/hr total (8×)
Available

Tesla P100

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
LeaderGPU
LeaderGPU
2×NVIDIA Tesla P100
16GB VRAM
$0.60/GPU/hr
$1.20/hr total (2×)
Available

Compare real-time pricing across 25+ providers

When to Choose the GTX 1080 Ti

The GTX 1080 Ti stands out for single-GPU tasks prioritizing raw compute: its 11.3 TFLOPS FP16 and FP32 deliver quicker iterations in inference or fine-tuning of models under 11 GB VRAM at $0.60 per hour. Lower form factor needs fit PCIe slots without SXM2 requirements. Efficiency at 250 W TDP matches smaller cloud instances.

When to Choose the Tesla P100

The P100 fits memory-intensive applications: 16 GB HBM2 VRAM accommodates larger models than the GTX 1080 Ti's 11 GB limit, while 732 GB/s bandwidth sustains high batch sizes in training. NVLink supports multi-GPU scaling absent in the GTX 1080 Ti. Datacenter form factors like SXM2 suit enterprise clouds.

Use Cases

LLM Training
Tesla P100

P100's 16 GB HBM2 VRAM and 732 GB/s bandwidth manage larger models and batches superior to GTX 1080 Ti's 11 GB GDDR5X and 484 GB/s.

LLM Inference
Either

GTX 1080 Ti's 11.3 TFLOPS FP32 suits small models; P100's extra VRAM aids larger ones at same $0.60/hr pricing.

Fine-tuning
GTX 1080 Ti

GTX 1080 Ti's higher 11.3 TFLOPS FP16/FP32 speeds iterations for datasets fitting 11 GB VRAM.

Stable Diffusion
GTX 1080 Ti

GTX 1080 Ti's 11.3 TFLOPS compute generates images faster on typical 11 GB models versus P100's 9.3 TFLOPS.

Scientific Computing
Tesla P100

P100's NVLink and 732 GB/s bandwidth optimize multi-GPU simulations beyond GTX 1080 Ti's PCIe limits.

Frequently Asked Questions

Which GPU has more VRAM: GTX 1080 Ti or P100?

The P100 offers 16 GB HBM2 VRAM compared to the GTX 1080 Ti's 11 GB GDDR5X. This enables larger models on P100. Both rent at $0.60 per hour average.

What is the FP32 performance difference?

GTX 1080 Ti achieves 11.3 TFLOPS FP32, exceeding P100's 9.3 TFLOPS. FP16 matches these rates on both. Higher compute favors GTX 1080 Ti for speed.

Which has higher memory bandwidth?

P100 provides 732 GB/s bandwidth versus GTX 1080 Ti's 484 GB/s. HBM2 on P100 reduces bottlenecks. This impacts batch sizes in training.

Do they support multi-GPU interconnects?

P100 includes NVLink; GTX 1080 Ti relies on PCIe. NVLink accelerates scaling on P100. Both have 250 W TDP.

What are the cloud rental prices?

Both GTX 1080 Ti and P100 start at $0.60 per hour average across live offers. Pricing parity drives spec-based choices. Availability spans PCIe and SXM2 forms.

Is GTX 1080 Ti or P100 better for AI training?

P100 suits most training with 16 GB VRAM and 732 GB/s bandwidth. GTX 1080 Ti works for smaller models via 11.3 TFLOPS. Match depends on model size.

Which is cheaper to rent, the GTX 1080 or the P100?

Cloud rental prices for both the GTX 1080 and P100 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 1080 have compared to the P100?

The GTX 1080 has 8 to 11 GB of GDDR5X memory. The P100 has 16 GB of HBM2 memory.

Can I find GTX 1080 and P100 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 1080 and the P100?

The GTX 1080 uses the Pascal architecture (2016) while the P100 uses Pascal (2016). The P100 delivers 1.0x the FP16 throughput and 2.3x the memory bandwidth of the GTX 1080.

GTX 1080 Ti vs Tesla P100: 16GB HBM2 vs 11GB GDDR5X | GPUPerHour