Specifications Compared
| Spec | GAUDI2 | RTX-5000-ADA |
|---|---|---|
| TDP | 600W | 250W |
| VRAM | 96 GB | 32 GB |
| Memory Type | HBM2e | GDDR6 |
| Architecture | Gaudi | Ada Lovelace |
| Form Factors | OAM | PCIe |
| Interconnect | Ethernet | |
| FP16 Performance | 420 TFLOPS | 65.3 TFLOPS |
| FP32 Performance | 420 TFLOPS | 65.3 TFLOPS |
| Memory Bandwidth | 2,460 GB/s | 576 GB/s |
Performance Analysis
Gaudi 2's 420 TFLOPS in FP16 and FP32 delivers over six times the throughput of RTX 5000 Ada's 65.3 TFLOPS in both precisions, accelerating deep learning training cycles significantly. This FP16/FP32 parity on Gaudi 2 optimizes mixed-precision training without bottlenecks, ideal for large neural networks, whereas RTX 5000 Ada's lower figures limit it to smaller batches or models.
The 96 GB HBM2e VRAM on Gaudi 2 supports massive datasets or models exceeding 32 GB GDDR6 on RTX 5000 Ada, preventing out-of-memory errors in high-resolution tasks. Coupled with 2460 GB/s bandwidth versus 576 GB/s, Gaudi 2 handles larger batch sizes during training, reducing per-iteration time; RTX 5000 Ada faces bottlenecks sooner in memory-intensive inference.
Power draw of 600W on Gaudi 2 versus 250W on RTX 5000 Ada influences density: Gaudi 2 enables high-performance clusters via Ethernet, while RTX 5000 Ada's PCIe suits edge or low-power environments with modest scaling.
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×) |
RTX 5000 Ada
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 TensorDock | NVIDIA RTX 5000 Ada Generation 32GB VRAM | 32GB | 0 vCPU 0GB RAM | Chubbuck, Idaho | $0.55/GPU/hr | Available | ||
 RunPod | NVIDIA RTX 5000 Ada Generation 32GB VRAM | 32GB | 10 vCPU 83GB RAM | 🌍global | $0.83/GPU/hr |
When to Choose the Gaudi 2
Select Gaudi 2 for large-scale LLM training or fine-tuning where 96 GB VRAM and 420 TFLOPS FP16 throughput handle models over 32 GB without splitting. Its 2460 GB/s bandwidth sustains high batch sizes in data center environments using Ethernet interconnects, justifying $1.08 per hour average for production workloads.
When to Choose the RTX 5000 Ada
Opt for RTX 5000 Ada in cost-sensitive scenarios like prototyping or inference on models fitting within 32 GB GDDR6, where $0.51 per hour average and 250W TDP minimize expenses. Its PCIe form factor excels in single-workstation setups for Stable Diffusion or scientific simulations not demanding Gaudi 2's 2460 GB/s bandwidth.
Use Cases
Gaudi 2's 420 TFLOPS FP16 and 96 GB HBM2e VRAM manage large language models efficiently, far surpassing RTX 5000 Ada's 65.3 TFLOPS and 32 GB limits.
The 2460 GB/s bandwidth and 420 TFLOPS on Gaudi 2 support high-throughput inference for production-scale LLMs, outperforming RTX 5000 Ada's 576 GB/s.
Gaudi 2 accommodates fine-tuning of models exceeding 32 GB with its 96 GB VRAM and matched FP16/FP32 performance at 420 TFLOPS.
RTX 5000 Ada's 32 GB GDDR6 suffices for Stable Diffusion workflows at $0.51 per hour, avoiding Gaudi 2's 600W overhead for image generation.
RTX 5000 Ada fits modest simulations within 32 GB at lower 250W TDP and cost; Gaudi 2 scales to data-intensive HPC with 96 GB VRAM.
Frequently Asked Questions
Which GPU has more VRAM: Gaudi 2 or RTX 5000 Ada?▾
Gaudi 2 provides 96 GB HBM2e VRAM, three times the 32 GB GDDR6 on RTX 5000 Ada. This enables Gaudi 2 to load larger AI models without issues.
How do their compute performances compare?▾
Gaudi 2 achieves 420 TFLOPS in both FP16 and FP32, over six times the 65.3 TFLOPS matched precisions on RTX 5000 Ada. Training speeds favor Gaudi 2 significantly.
What are the cloud pricing differences?▾
RTX 5000 Ada starts at $0.25 per hour with $0.51 average across five offers, versus Gaudi 2's $0.91 start and $1.08 average on two offers. Budget tasks lean toward RTX.
Which has higher memory bandwidth?▾
Gaudi 2 delivers 2460 GB/s, over four times RTX 5000 Ada's 576 GB/s. Larger batch sizes in training benefit from Gaudi 2.
What are their power consumptions?▾
Gaudi 2 requires 600W TDP, double RTX 5000 Ada's 250W. RTX suits low-power setups, Gaudi 2 high-density clusters.
Which is better for large model training?▾
Gaudi 2 excels with 96 GB VRAM and 420 TFLOPS, handling models beyond RTX 5000 Ada's 32 GB capacity. Cost scales with performance needs.
Which is cheaper to rent, the Gaudi 2 or the RTX 5000 Ada?▾
Cloud rental prices for both the Gaudi 2 and RTX 5000 Ada 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 5000 Ada?▾
The Gaudi 2 has 96 GB of HBM2e memory. The RTX 5000 Ada has 32 GB of GDDR6 memory.
Can I find Gaudi 2 and RTX 5000 Ada 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 5000 Ada?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the RTX 5000 Ada uses Ada Lovelace (2023). The Gaudi 2 delivers 6.4x the FP16 throughput and 4.3x the memory bandwidth of the RTX 5000 Ada.