Specifications Compared
| Spec | Gaudi 2 | GTX 1080 |
|---|---|---|
| TDP | 600W | 180W |
| VRAM | 96 GB | 8-11 GB |
| CUDA Cores | Not published | 2,560 |
| Memory Type | HBM2e | GDDR5X |
| Architecture | Gaudi | Pascal |
| Form Factors | OAM | PCIe |
| Interconnect | RoCE Ethernet, PCIe 4.0 | PCIe 3.0 |
| FP32 Performance | Not published | 8.9 TFLOPS |
| Memory Bandwidth | 2,450 GB/s | 320 GB/s |
Performance Analysis
Memory bandwidth of 2450 GB/s on the Gaudi 2 supports larger batch sizes than the 320 GB/s available on the GTX 1080 during data movement operations. The GTX 1080 delivers 8.9 TFLOPS in dense FP32 mode while the Gaudi 2 lists no published FP32 value. Absence of published dense FP16 figures for both cards prevents direct dense FP16 to dense FP16 ratios. The 96 GB capacity on the Gaudi 2 accommodates models that exceed the 8-11 GB limit of the GTX 1080 and thereby changes feasible workload scale without reference to unlisted throughput numbers.
Current On-Demand Offers
Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.
Gaudi 2
Gaudi 2 is not offered on-demand by any provider we track right now. See the Gaudi 2 rental page for last-seen listed prices and a price alert.
GTX 1080
1 provider in stock, 1 offer. All GTX 1080 offers, price history and alerts
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When to Choose the Gaudi 2
The Gaudi 2 suits scenarios that require 96 GB of HBM2e memory and 2450 GB/s bandwidth for large tensor operations. Its OAM form factor and RoCE Ethernet interconnect fit distributed setups that exceed the PCIe 3.0 limits of the GTX 1080.
When to Choose the GTX 1080
The GTX 1080 fits tasks that operate within 8-11 GB of GDDR5X memory and that benefit from an 180W TDP rating together with the published 8.9 TFLOPS dense FP32 rating. Its PCIe form factor aligns with standard consumer or legacy server slots.
Use Cases
The Gaudi 2 supplies 96 GB HBM2e memory that accommodates models beyond the 8-11 GB capacity of the GTX 1080.
Bandwidth of 2450 GB/s on the Gaudi 2 enables larger concurrent batches than the 320 GB/s on the GTX 1080.
The 96 GB memory on the Gaudi 2 supports fine-tuning runs that surpass the 8-11 GB limit of the GTX 1080.
The GTX 1080 8.9 TFLOPS dense FP32 rating and 180W TDP suffice for workloads that fit inside 8-11 GB GDDR5X memory.
Frequently Asked Questions
What is the memory bandwidth difference between these GPUs?▾
The Gaudi 2 reaches 2450 GB/s. The GTX 1080 reaches 320 GB/s.
What TDP values apply to the Gaudi 2 and GTX 1080?▾
The Gaudi 2 carries a 600W TDP rating. The GTX 1080 carries a 180W TDP rating.
Does the GTX 1080 publish an FP32 rating?▾
The GTX 1080 lists 8.9 TFLOPS in dense FP32 mode. The Gaudi 2 lists no published FP32 value.
Which interconnects do these GPUs use?▾
The Gaudi 2 supports RoCE Ethernet and PCIe 4.0. The GTX 1080 supports PCIe 3.0.
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 has 96 GB of HBM2e at 2,450 GB/s; the GTX 1080 has 8-11 GB of GDDR5X at 320 GB/s, so the Gaudi 2 has 7.7x the memory bandwidth of the GTX 1080.
Rent these GPUs
Each GPU page lists every current on-demand offer by provider, per GPU-hour, updated every minute.
Related comparisons
How this page is made
- Specifications come from the NVIDIA, AMD and Intel datasheets for the Gaudi 2 and the GTX 1080. Dense and sparse throughput are listed separately.
- Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
- The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
- Read how we collect the data, or report an error on this page.
Next steps
- Rent GAUDI2Every current offer by provider, daily price history and a price alert.
- Rent GTX 1080Every current offer by provider, daily price history and a price alert.
- GPU price indexHow on-demand prices for the major GPUs have moved, updated daily.
- All GPUsEvery GPU we track, with current lows and provider counts.