Specifications Compared
| Spec | GAUDI2 | RTX-2060 |
|---|---|---|
| TDP | 600W | 160W |
| VRAM | 96 GB | 6-12 GB |
| Memory Type | HBM2e | GDDR6 |
| Architecture | Gaudi | Turing |
| Form Factors | OAM | PCIe |
| Interconnect | Ethernet | |
| FP16 Performance | 420 TFLOPS | 6.5 TFLOPS |
| FP32 Performance | 420 TFLOPS | 6.5 TFLOPS |
| Memory Bandwidth | 2,460 GB/s | 336 GB/s |
Performance Analysis
Compute capabilities differ dramatically: Gaudi 2 offers 420 TFLOPS FP16 and FP32, while RTX 2060 SUPER reaches 6.5 TFLOPS in each. This disparity accelerates training and inference on Gaudi 2, completing workloads 65 times faster for models leveraging high throughput. Balanced FP16 and FP32 on Gaudi 2 supports mixed-precision training effectively; RTX 2060 SUPER handles basic inference but falters on demanding pipelines.
Memory profiles highlight the divide. Gaudi 2's 96 GB VRAM and 2460 GB/s bandwidth enable large batch sizes for LLMs without memory constraints. RTX 2060 SUPER's 6-12 GB VRAM and 336 GB/s restrict it to small batches or distilled models, lowering efficiency in data-heavy scenarios.
TDP underscores deployment: 600W for Gaudi 2 fits cloud racks, 160W for RTX 2060 SUPER suits desktops. Overall, Gaudi 2 dominates scalable AI, RTX 2060 SUPER fits light experimentation.
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×) |
When to Choose the Intel Gaudi 2
Gaudi 2 excels in large-scale AI training and inference. Its 96 GB VRAM accommodates massive models, and 2460 GB/s bandwidth sustains high batch sizes at 420 TFLOPS. Cloud availability from $0.91 per hour with Ethernet support makes it ideal for production datacenters.
Enterprises prioritize Gaudi 2 for OAM deployments requiring superior FP16/FP32 balance over RTX 2060 SUPER's limits.
When to Choose the RTX 2060 SUPER
RTX 2060 SUPER fits local development and small projects. Its 160W TDP and PCIe form factor integrate seamlessly into desktops for tasks within 6-12 GB VRAM at 6.5 TFLOPS. Absence of cloud offers favors on-premise use where Gaudi 2's 600W and pricing do not apply.
Hobbyists select it for prototyping or gaming-adjacent compute like basic image generation.
Use Cases
Gaudi 2's 96 GB VRAM and 420 TFLOPS FP16 handle large LLMs with high batches. RTX 2060 SUPER's 6-12 GB VRAM limits scale.
2460 GB/s bandwidth on Gaudi 2 supports fast serving of big models. RTX 2060 SUPER's 336 GB/s constrains throughput.
RTX 2060 SUPER suffices for small models at 6.5 TFLOPS on desktops. Gaudi 2 accelerates larger datasets via 420 TFLOPS.
RTX 2060 SUPER's PCIe and 160W TDP suit personal image generation. Gaudi 2's cloud focus adds unnecessary cost.
Gaudi 2's 420 TFLOPS FP32 powers complex simulations. RTX 2060 SUPER's 6.5 TFLOPS falls short on memory-intensive work.
Frequently Asked Questions
How much VRAM does Gaudi 2 have compared to RTX 2060 SUPER?▾
Gaudi 2 includes 96 GB HBM2e VRAM. RTX 2060 SUPER offers 6-12 GB GDDR6. The capacity gap favors Gaudi 2 for large models.
What are the TFLOPS ratings for these GPUs?▾
Gaudi 2 provides 420 TFLOPS FP16 and FP32. RTX 2060 SUPER delivers 6.5 TFLOPS in each. This yields a 65-fold compute advantage to Gaudi 2.
Is RTX 2060 SUPER available in the cloud?▾
No live offers exist for RTX 2060 SUPER. Gaudi 2 starts at $0.91 per hour, averaging $1.08 per hour.
What is the memory bandwidth difference?▾
Gaudi 2 achieves 2460 GB/s. RTX 2060 SUPER reaches 336 GB/s. Higher bandwidth on Gaudi 2 boosts batch processing.
Which GPU has higher TDP?▾
Gaudi 2 TDP is 600W for datacenter use. RTX 2060 SUPER TDP is 160W for desktops. Selection depends on power infrastructure.
When was each architecture released?▾
Gaudi 2 architecture dates to 2022. RTX 2060 SUPER uses Turing from 2019. Newer design gives Gaudi 2 efficiency edges.
Which is cheaper to rent, the Gaudi 2 or the RTX 2060?▾
Cloud rental prices for both the Gaudi 2 and RTX 2060 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 2060?▾
The Gaudi 2 has 96 GB of HBM2e memory. The RTX 2060 has 6 to 12 GB of GDDR6 memory.
Can I find Gaudi 2 and RTX 2060 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 2060?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the RTX 2060 uses Turing (2019). The Gaudi 2 delivers 64.6x the FP16 throughput and 7.3x the memory bandwidth of the RTX 2060.