Specifications Compared
| Spec | GAUDI2 | RTX-3080 |
|---|---|---|
| TDP | 600W | 320W |
| VRAM | 96 GB | 10-12 GB |
| Memory Type | HBM2e | GDDR6X |
| Architecture | Gaudi | Ampere |
| Form Factors | OAM | PCIe |
| Interconnect | Ethernet | |
| FP16 Performance | 420 TFLOPS | 29.8 TFLOPS |
| FP32 Performance | 420 TFLOPS | 29.8 TFLOPS |
| Memory Bandwidth | 2,460 GB/s | 760 GB/s |
Performance Analysis
Gaudi 2's 420 TFLOPS in FP16 and FP32 dwarfs RTX 3080's 29.8 TFLOPS: this enables 14 times faster matrix operations critical for deep learning training and inference. Equal FP16 and FP32 performance on both GPUs simplifies mixed-precision workflows, but Gaudi 2's scale accelerates convergence in large batches.
Memory specs define real-world limits: Gaudi 2's 96 GB HBM2e versus RTX 3080's 10 to 12 GB GDDR6X allows loading models up to 96 GB without swapping, supporting batch sizes 8 to 10 times larger. The 2460 GB/s bandwidth on Gaudi 2, triple RTX 3080's 760 GB/s, reduces data bottlenecks in memory-intensive tasks like transformer training, cutting epochs by factors tied to throughput.
Power draw reveals trade-offs: Gaudi 2's 600W TDP suits data centers, while RTX 3080's 320W enables denser deployments. Ethernet interconnect on Gaudi 2 facilitates multi-node scaling absent in RTX 3080, impacting distributed training efficiency.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
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×) |
When to Choose the Gaudi 2
Select Gaudi 2 for large-scale LLM training: its 96 GB VRAM handles models like 70B parameters without sharding, and 420 TFLOPS FP16 speeds iterations. High 2460 GB/s bandwidth supports massive batches in scientific computing or fine-tuning.
Enterprise users prioritize Gaudi 2 in Ethernet-clustered setups at $0.91 per hour when OAM form factor integrates with hyperscalers.
When to Choose the RTX 3080
RTX 3080 suits budget-conscious prototyping: at $0.06 per hour, its 29.8 TFLOPS FP32 processes small models or Stable Diffusion under 10 GB VRAM. PCIe compatibility aids quick cloud spins for inference or fine-tuning lightweight networks.
Hobbyists or startups choose RTX 3080 for 320W efficiency in multi-GPU consumer rigs across eight offers averaging $0.13 per hour.
Use Cases
Gaudi 2's 96 GB VRAM and 420 TFLOPS FP16 handle large models without sharding. RTX 3080's 10-12 GB limits batch sizes severely.
RTX 3080 suffices for small models at $0.06 per hour with 29.8 TFLOPS. Gaudi 2 excels for high-throughput serving with 2460 GB/s bandwidth.
Gaudi 2's 420 TFLOPS FP32 accelerates parameter updates on datasets fitting 96 GB. RTX 3080 struggles with memory overflows beyond 10 GB.
RTX 3080's 760 GB/s bandwidth generates images quickly at low $0.13 per hour average. Gaudi 2 overkill for 10 GB model needs.
Gaudi 2's 2460 GB/s and 600W TDP power simulations with large matrices. RTX 3080's 320W fits lighter HPC but caps at 29.8 TFLOPS.
Frequently Asked Questions
Which GPU has more VRAM?▾
Gaudi 2 provides 96 GB HBM2e VRAM. RTX 3080 offers 10 to 12 GB GDDR6X, limiting large model support.
How do compute performances compare?▾
Gaudi 2 delivers 420 TFLOPS in FP16 and FP32. RTX 3080 achieves 29.8 TFLOPS in both, a 14 times gap favoring Gaudi 2.
What are the cloud prices?▾
Gaudi 2 starts at $0.91 per hour, averaging $1.08 across two offers. RTX 3080 begins at $0.06 per hour, averaging $0.13 across eight offers.
Which has higher memory bandwidth?▾
Gaudi 2 reaches 2460 GB/s. RTX 3080 provides 760 GB/s, impacting data-heavy workloads.
What are the power requirements?▾
Gaudi 2 consumes 600W TDP in OAM form. RTX 3080 uses 320W in PCIe, suiting lower-power setups.
Which is better for multi-node training?▾
Gaudi 2's Ethernet interconnect enables scaling. RTX 3080 lacks specified interconnect for distributed use.
Which is cheaper to rent, the Gaudi 2 or the RTX 3080?▾
Cloud rental prices for both the Gaudi 2 and RTX 3080 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 RTX 3080?▾
The Gaudi 2 has 96 GB of HBM2e memory. The RTX 3080 has 10 to 12 GB of GDDR6X memory.
Can I find Gaudi 2 and RTX 3080 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 RTX 3080?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the RTX 3080 uses Ampere (2020). The Gaudi 2 delivers 14.1x the FP16 throughput and 3.2x the memory bandwidth of the RTX 3080.