Specifications Compared
| Spec | GAUDI2 | TITAN-XP |
|---|---|---|
| TDP | 600W | 250W |
| VRAM | 96 GB | 12 GB |
| Memory Type | HBM2e | GDDR5X |
| Architecture | Gaudi | Pascal |
| Form Factors | OAM | PCIe |
| Interconnect | Ethernet | |
| FP16 Performance | 420 TFLOPS | 12.1 TFLOPS |
| FP32 Performance | 420 TFLOPS | 12.1 TFLOPS |
| Memory Bandwidth | 2,460 GB/s | 548 GB/s |
Performance Analysis
Gaudi 2 outperforms TITAN Xp dramatically in compute: its 420 TFLOPS FP16 and FP32 ratings enable rapid model training and inference, far exceeding TITAN Xp's 12.1 TFLOPS. This delta translates to approximately 35 times higher throughput for tensor operations common in deep learning.
Memory specifications favor Gaudi 2 heavily: 96 GB HBM2e supports massive datasets and large batch sizes, preventing out-of-memory errors that constrain TITAN Xp's 12 GB GDDR5X. The 2460 GB/s bandwidth on Gaudi 2 accelerates data transfers during training, allowing larger batches and faster iterations, whereas TITAN Xp's 548 GB/s limits scalability for modern models.
Power draw reflects priorities: Gaudi 2's 600W TDP suits data center deployments, while TITAN Xp's 250W fits consumer setups. For inference, Gaudi 2's balanced FP16/FP32 sustains high precision without slowdowns, unlike older Pascal limitations.
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 AI training and inference where high memory capacity matters: its 96 GB HBM2e handles models exceeding 12 GB, enabling efficient processing of LLMs or complex simulations. Cloud users benefit from pricing at $0.91 per hour and Ethernet interconnect for scalable clusters.
The 420 TFLOPS FP16/FP32 performance excels in bandwidth-intensive tasks, supporting 2460 GB/s transfers for bigger batches in production environments.
When to Choose the TITAN Xp
Choose TITAN Xp for legacy applications or local development on PCIe systems: its 250W TDP consumes less power than Gaudi 2's 600W, suiting desktops without high cooling needs. Compatibility with older Pascal-optimized software avoids ecosystem shifts from Ethernet to OAM.
Small-scale inference or prototyping fits its 12 GB VRAM and 12.1 TFLOPS, especially where cloud access lacks due to no live offers.
Use Cases
Gaudi 2's 96 GB VRAM and 420 TFLOPS FP16 handle large language models without memory limits, unlike TITAN Xp's 12 GB constraint.
The 2460 GB/s bandwidth on Gaudi 2 supports high-throughput serving of LLMs, far surpassing TITAN Xp's 548 GB/s for real-time queries.
Gaudi 2's balanced 420 TFLOPS FP32 enables precise fine-tuning on datasets too large for TITAN Xp's 12.1 TFLOPS and 12 GB VRAM.
Gaudi 2 processes high-resolution image generation with 96 GB VRAM for bigger batches, outperforming TITAN Xp's memory-limited 12 GB.
Gaudi 2's 420 TFLOPS FP32 accelerates simulations requiring vast memory, exceeding TITAN Xp's capabilities for complex numerical workloads.
Frequently Asked Questions
Which GPU has more VRAM: Gaudi 2 or TITAN Xp?▾
Gaudi 2 provides 96 GB HBM2e VRAM, eight times more than TITAN Xp's 12 GB GDDR5X. This enables larger models on Gaudi 2. TITAN Xp suits smaller tasks.
How do FP16 performance levels compare?▾
Gaudi 2 delivers 420 TFLOPS FP16, about 35 times higher than TITAN Xp's 12.1 TFLOPS. This boosts AI training speed on Gaudi 2. TITAN Xp lags for modern workloads.
What is the memory bandwidth difference?▾
Gaudi 2 offers 2460 GB/s, over four times TITAN Xp's 548 GB/s. Higher bandwidth on Gaudi 2 supports larger batch sizes. TITAN Xp limits data-heavy tasks.
What are the power requirements?▾
Gaudi 2 has a 600W TDP for data center use, while TITAN Xp draws 250W for consumer setups. Gaudi 2 prioritizes performance over efficiency.
Is Gaudi 2 available in the cloud?▾
Gaudi 2 starts at $0.91 per hour, averaging $1.08 per hour across two offers. TITAN Xp has no live cloud availability. This makes Gaudi 2 practical for rentals.
Which architecture is newer?▾
Gaudi 2 uses 2022 Gaudi architecture with Ethernet interconnect. TITAN Xp relies on 2017 Pascal with PCIe form factor. Gaudi 2 targets current AI needs.
Which is cheaper to rent, the Gaudi 2 or the TITAN Xp?▾
Cloud rental prices for both the Gaudi 2 and TITAN Xp 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 TITAN Xp?▾
The Gaudi 2 has 96 GB of HBM2e memory. The TITAN Xp has 12 GB of GDDR5X memory.
Can I find Gaudi 2 and TITAN Xp 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 TITAN Xp?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the TITAN Xp uses Pascal (2017). The Gaudi 2 delivers 34.7x the FP16 throughput and 4.5x the memory bandwidth of the TITAN Xp.