Specifications Compared
| Spec | GAUDI2 | GTX-1080 |
|---|---|---|
| TDP | 600W | 180W |
| VRAM | 96 GB | 8-11 GB |
| Memory Type | HBM2e | GDDR5X |
| Architecture | Gaudi | Pascal |
| Form Factors | OAM | PCIe |
| Interconnect | Ethernet | |
| FP16 Performance | 420 TFLOPS | 8.9 TFLOPS |
| FP32 Performance | 420 TFLOPS | 8.9 TFLOPS |
| Memory Bandwidth | 2,460 GB/s | 320 GB/s |
Performance Analysis
The Gaudi 2's 420 TFLOPS FP16 and FP32 performance enables handling massive AI models, far exceeding the GTX 1080 Ti's 8.9 TFLOPS in both precisions. Equal FP16 and FP32 throughput on Gaudi 2 supports efficient training where FP32 accumulation follows FP16 computations, reducing precision bottlenecks common in older GPUs like the GTX 1080 Ti.
Memory differences prove critical: Gaudi 2's 2460 GB/s bandwidth and 96 GB VRAM allow batch sizes tens of times larger than the GTX 1080 Ti's 320 GB/s and 8 to 11 GB, preventing out-of-memory errors in large language models or diffusion tasks. For inference, Gaudi 2 processes more tokens per second due to higher throughput; training epochs complete faster with its Ethernet interconnect scaling across nodes, unlike the GTX 1080 Ti's lack of specified high-speed links.
Power efficiency varies: GTX 1080 Ti's 180W TDP suits edge deployments, but Gaudi 2's 600W delivers 47 times the FP32 performance per watt in raw terms.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
Intel Gaudi 2
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 LeaderGPU | 8×Intel Gaudi 2 96GB VRAM | 96GB | 64 vCPU 2048GB RAM 96174GB Storage | Netherlands | $0.91/GPU/hr $7.29/hr total (8×) | Available | ||
 Denvr | 8×Intel Gaudi 2 96GB VRAM | 96GB | 160 vCPU 1024GB RAM 30400GB Storage | Virginia | $1.25/GPU/hr $10.00/hr total (8×) |
GTX 1080 Ti
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
LeaderGPU | 4×NVIDIA GeForce GTX 1080 8GB VRAM | 8GB | 0 vCPU 64GB RAM 480GB Storage | Netherlands | $0.30/GPU/hr $1.20/hr total (4×) | Available | ||
LeaderGPU | 8×NVIDIA GeForce GTX 1080 Ti 11GB VRAM | 11GB | 0 vCPU 128GB RAM 480GB Storage | Netherlands | $0.60/GPU/hr $4.80/hr total (8×) | Available |
When to Choose the Intel Gaudi 2
Select the Intel Gaudi 2 for large-scale AI training or inference requiring over 96 GB VRAM, such as fine-tuning billion-parameter LLMs. Its 2460 GB/s bandwidth supports massive batch sizes, and 420 TFLOPS FP16/FP32 ensures rapid iterations. Cloud pricing from $0.91 per hour justifies the choice for production workloads leveraging Ethernet scaling.
When to Choose the GTX 1080 Ti
Opt for the NVIDIA GeForce GTX 1080 Ti in budget-constrained prototyping or small inference tasks fitting within 8 to 11 GB VRAM. At $0.60 per hour with 180W TDP, it handles lightweight Stable Diffusion or scientific computing efficiently. PCIe form factor aids easy integration in consumer setups without high power demands.
Use Cases
Gaudi 2's 96 GB VRAM and 420 TFLOPS FP32 handle massive datasets and parameters. GTX 1080 Ti's 8-11 GB VRAM causes out-of-memory issues.
Gaudi 2 supports larger batch sizes with 2460 GB/s bandwidth for high throughput. GTX 1080 Ti limits scale with 320 GB/s.
Equal 420 TFLOPS FP16/FP32 on Gaudi 2 accelerates mixed-precision fine-tuning. GTX 1080 Ti's 8.9 TFLOPS slows iterations.
GTX 1080 Ti suffices for 512x512 generations within 8-11 GB VRAM at $0.60 per hour. Gaudi 2 overkill for single-user tasks.
Small simulations fit GTX 1080 Ti's 180W efficiency; large ones need Gaudi 2's 96 GB VRAM.
Frequently Asked Questions
Which GPU has more VRAM?▾
The Intel Gaudi 2 provides 96 GB HBM2e VRAM. The GTX 1080 Ti offers 8 to 11 GB GDDR5X. This enables Gaudi 2 for much larger models.
What is the performance difference in TFLOPS?▾
Gaudi 2 delivers 420 TFLOPS FP16 and FP32. GTX 1080 Ti reaches 8.9 TFLOPS in each. Gaudi 2 provides about 47 times higher compute.
How do memory bandwidths compare?▾
Gaudi 2 achieves 2460 GB/s. GTX 1080 Ti has 320 GB/s. Higher bandwidth on Gaudi 2 supports larger batches.
What are the cloud prices?▾
Gaudi 2 starts at $0.91 per hour, averaging $1.08 across two offers. GTX 1080 Ti is $0.60 per hour from one provider.
Which has lower power consumption?▾
GTX 1080 Ti uses 180W TDP. Gaudi 2 requires 600W. GTX 1080 Ti suits low-power setups.
What form factors do they use?▾
Gaudi 2 employs OAM for server integration. GTX 1080 Ti uses PCIe for desktops. This affects deployment choices.
Which is cheaper to rent, the Gaudi 2 or the GTX 1080?▾
Cloud rental prices for both the Gaudi 2 and GTX 1080 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 Gaudi 2 have compared to the GTX 1080?▾
The Gaudi 2 has 96 GB of HBM2e memory. The GTX 1080 has 8 to 11 GB of GDDR5X memory.
Can I find Gaudi 2 and GTX 1080 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 Gaudi 2 and the GTX 1080?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the GTX 1080 uses Pascal (2016). The Gaudi 2 delivers 47.2x the FP16 throughput and 7.7x the memory bandwidth of the GTX 1080.