IntelGaudi 2 Architecture

Rent GAUDI2

The Intel Gaudi 2 is a high-performance deep learning accelerator designed for training large AI models. It offers a competitive alternative to NVIDIA's high-end GPUs, focusing on efficiency and scalability for demanding workloads.
Current availabilityNo stock

Check the latest offers below

📊 Pricing at a Glance

No live on-demand availability right now. No provider with live stock tracking reports GAUDI2 in stock. Last seen from $0.91/GPU/hr on LeaderGPU (listed on-demand pricing, not verified in stock).

Cheapest In Stock
None
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Most Expensive In Stock
None
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Median In-Stock Price
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Offers Reported In Stock
0
Providers With Stock
0
Latest Stock Observation
No recent live observation

GPUPerHour tracks 2 listings for GAUDI2 from 2 providers, none of which is confirmed in stock on-demand right now. They are listed below as last-seen pricing.

Looking for a specific provider? See LeaderGPU GAUDI2.

Available Offers

No on-demand offer is reported in stock by a provider with live stock tracking right now.

0 offers available

Other Tracked Listings (Last-Seen Pricing)

2 further listings GPUPerHour tracks for this GPU. These catalog rows do not qualify as current secure on-demand offers; stock observations may be missing or old. They are not confirmed in stock; check availability with the provider.

ProviderListed per GPU / hrPricing typeAvailability
LeaderGPU$0.91on-demandCheck provider
Denvr$1.10on-demandCheck provider

GAUDI2 Availability Now

No provider with live stock tracking reports GAUDI2 in stock on-demand right now. Stock is rechecked every minute; tracked catalog listings are shown above as last-seen pricing.

GAUDI2 Price History (daily)

Over the last 12 days the cheapest on-demand GAUDI2 was $0.91 per GPU-hour across up to 1 provider with stock.

GAUDI2 daily cheapest and median on-demand price per GPU-hour, last 14 days
Date (UTC)Cheapest $/GPU-hrMedian $/GPU-hrOffers in stockProviders with stock
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111
$0.91$0.9111

One row per captured day (00:05 UTC). Cheapest is the lowest secure on-demand price per GPU-hour reported in stock by a provider with live stock tracking; median is the median of those offers. Days without a capture are not shown. Method and full series: Cloud GPU Price Index.

Notify me when GAUDI2 drops below a price

One email when the cheapest in-stock on-demand price per GPU-hour falls below your threshold.

GAUDI2 Catalog Listing History (30 days)

Catalog listings, not live prices.

These averages are of every tracked catalog listing, including spot, reserved, out-of-stock and older rows. They do not measure live on-demand prices or availability (the daily price history table above does that) and cannot establish savings against the current offers. Each day averages its recorded catalog snapshots; the median gives each day equal weight. Missing days are excluded.

Lowest daily catalog average$1.01/GPU/hr
Median of daily catalog averages$1.01/GPU/hr
Days with recorded catalog prices30 of 30
Latest catalog snapshotOctober 19, 2026

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Technical Specifications

CUDA cores
N/A (Not an NVIDIA product)
Memory type
HBM2E
Tensor cores
Proprietary Matrix Multiplication Engines (MME)
FP8 performance
Up to 245 TFLOPS
Memory bandwidth
2.45 TB/s

Strengths & Limitations

Advantages
  • High memory bandwidth (2.45 TB/s) for handling large datasets.
  • Designed for efficient scaling across multiple accelerators.
  • Competitive performance in specific deep learning training workloads.
  • Offers an alternative to NVIDIA's ecosystem, potentially reducing vendor lock-in.
  • Optimized for large model training with specialized matrix multiplication engines.
Limitations
  • Higher hourly cost compared to some NVIDIA options (e.g., significantly more expensive than an NVIDIA H100 SXM5 at $0.74/hr).
  • Software ecosystem and community support may be less mature than NVIDIA's CUDA.
  • Performance can vary significantly depending on the specific workload and optimization.
  • Limited availability compared to more established GPU options.
  • May require more specialized expertise to optimize performance.

Top Use Cases

Large Language Model (LLM) Training

Training massive language models like GPT-3 or similar architectures, leveraging the high memory bandwidth and matrix multiplication capabilities.

Recommendation Systems

Developing and training complex recommendation systems that require processing large amounts of data and performing intricate calculations.

Computer Vision

Training deep learning models for image recognition, object detection, and other computer vision tasks, especially those involving high-resolution images or video.

Real-World Benchmark

Deep Learning Training Performance
Gaudi 2 demonstrates competitive training times on specific models like ResNet-50 and BERT compared to NVIDIA GPUs. However, performance is highly dependent on the framework, model architecture, and optimization efforts. Independent benchmarks are crucial for evaluating suitability for specific workloads.
Illustrative cost, generated estimate$10.00/hr

Market Analysis

Generated market commentary, not current pricing. Live prices and stock are in the sections above.

The Intel Gaudi 2 aims to capture a share of the high-performance deep learning accelerator market, dominated by NVIDIA. Its success depends on its ability to deliver competitive performance, a robust software ecosystem, and strong support for key deep learning frameworks.

Frequently Asked Questions

What software frameworks are supported by Intel Gaudi 2?â–¾

Intel Gaudi 2 supports popular deep learning frameworks such as TensorFlow, PyTorch, and Habana SynapseAI.

How does Intel Gaudi 2 compare to NVIDIA GPUs in terms of performance?â–¾

Performance varies depending on the specific workload and optimization. In some cases, Gaudi 2 can offer competitive performance, but it's essential to conduct benchmarks with your specific models and datasets.

What is the power consumption of Intel Gaudi 2?â–¾

The power consumption of Intel Gaudi 2 is significant, typical of high-performance accelerators. Specific power figures depend on the workload and configuration.

Alternative GPUs

NVIDIA H100 SXM5

Offers potentially superior performance in a wider range of deep learning workloads with a more mature software ecosystem, at a significantly lower cost.

NVIDIA A100 SXM4 80GB

A more established and widely supported GPU with a large memory capacity, suitable for many large-scale deep learning tasks, and significantly cheaper.

AMD Instinct MI300X

Another competitor in the high-performance accelerator space, offering an alternative to both NVIDIA and Intel, and is significantly cheaper.

Cite This Data
This pricing data is updated daily and free to cite with attribution.
Source: GPUPerHour.com — GAUDI2 GPU Rental Pricing Comparison (October 2026)

Journalists, bloggers, and researchers: You're welcome to cite our data in your articles with attribution. Our pricing database is checked periodically from 2 cloud providers tracking this GPU.

GAUDI2 Pricing: What It Costs in 2026

â–¾

No provider with live stock tracking reports GAUDI2 in stock on-demand right now. The lowest listed on-demand price GPUPerHour last saw was $0.91/GPU/hr on LeaderGPU, across 2 tracked listings from 2 providers. Listed prices are catalog prices and may not be bookable.

How GAUDI2 Compares

â–¾

Compared to alternatives, the NVIDIA H100 SXM5 offers another hardware option; follow the link for current prices. Offers potentially superior performance in a wider range of deep learning workloads with a more mature software ecosystem, at a significantly lower cost. The NVIDIA A100 SXM4 80GB offers another hardware option; follow the link for current prices. A more established and widely supported GPU with a large memory capacity, suitable for many large-scale deep learning tasks, and significantly cheaper. The AMD Instinct MI300X offers another hardware option; follow the link for current prices. Another competitor in the high-performance accelerator space, offering an alternative to both NVIDIA and Intel, and is significantly cheaper.

GAUDI2 Pricing FAQ

How much does GAUDI2 cost per hour?â–¾

No provider with live stock tracking currently reports GAUDI2 in stock on-demand. The lowest listed on-demand price GPUPerHour last saw was $0.91 per GPU per hour on LeaderGPU, across 2 tracked on-demand listings from 2 providers. Listed prices are catalog prices and may not be bookable right now.

How has the GAUDI2 rental price changed recently?â–¾

Over the last 12 days the cheapest on-demand GAUDI2 price reported in stock stayed at $0.91 per GPU-hour, across up to 1 provider with stock. The daily figures are captured at 00:05 UTC from secure on-demand offers and are listed in the price history table on this page.

What are the alternatives to GAUDI2?â–¾

Alternatives to the GAUDI2 include NVIDIA H100 SXM5, NVIDIA A100 SXM4 80GB, AMD Instinct MI300X. Offers potentially superior performance in a wider range of deep learning workloads with a more mature software ecosystem, at a significantly lower cost.