Intel Gaudi2

Intel Gaudi2

Intel's data center AI accelerator with on-chip Ethernet for cost-efficient scale-out.

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Key Specifications

Architecture
Gaudi (2nd Gen)
Memory
96GB HBM2e
Memory Bandwidth
2,450 GB/s
Release date
Q2 2022

Compare Cloud Provider Prices

Listings for the Gaudi2 reach $1.12/hr, often reflecting a premium for high availability. However, you might be able to find available instances from as low as $0.62/hr per GPU (12-month reservation).

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Provider GPUs Total VRAM vCPUs RAM Billing $/GPU/h Total/h Availability
Cyfuture AI logo Cyfuture AI 1x Gaudi2 1x Gaudi2 96GB (1xGaudi2) 96GB 19 288GB On-Demand Pay-as-you-go pricing. No term commitments. $1.12 $1.12 Unknown View
Cyfuture AI logo Cyfuture AI 2x Gaudi2 2x Gaudi2 96GB (2xGaudi2) 192GB 38 576GB On-Demand Pay-as-you-go pricing. No term commitments. $1.11 $2.22 Unknown View
Cyfuture AI logo Cyfuture AI 1x Gaudi2 1x Gaudi2 96GB (1xGaudi2) 96GB 19 288GB Reserved (12mo) Reserved capacity with a 1-year minimum commitment. $0.66 $0.66 Unknown View
Cyfuture AI logo Cyfuture AI 1x Gaudi2 1x Gaudi2 96GB (1xGaudi2) 96GB 19 288GB Reserved (6mo) Reserved capacity with a 6-month minimum commitment. $0.77 $0.77 Unknown View
Cyfuture AI logo Cyfuture AI 2x Gaudi2 2x Gaudi2 96GB (2xGaudi2) 192GB 38 576GB Reserved (12mo) Reserved capacity with a 1-year minimum commitment. $0.64 $1.27 Unknown View
Cyfuture AI logo Cyfuture AI 1x Gaudi2 1x Gaudi2 96GB (1xGaudi2) 96GB 19 288GB Reserved (1mo) Reserved capacity with a 1-month minimum commitment. $0.90 $0.90 Unknown View
Cyfuture AI logo Cyfuture AI 2x Gaudi2 2x Gaudi2 96GB (2xGaudi2) 192GB 38 576GB Reserved (6mo) Reserved capacity with a 6-month minimum commitment. $0.74 $1.49 Unknown View
Cyfuture AI logo Cyfuture AI 4x Gaudi2 4x Gaudi2 96GB (4xGaudi2) 384GB 76 1.2TB On-Demand Pay-as-you-go pricing. No term commitments. $1.10 $4.41 Unknown View
Cyfuture AI logo Cyfuture AI 4x Gaudi2 4x Gaudi2 96GB (4xGaudi2) 384GB 76 1.2TB Reserved (12mo) Reserved capacity with a 1-year minimum commitment. $0.63 $2.51 Unknown View
Cyfuture AI logo Cyfuture AI 2x Gaudi2 2x Gaudi2 96GB (2xGaudi2) 192GB 38 576GB Reserved (1mo) Reserved capacity with a 1-month minimum commitment. $0.89 $1.78 Unknown View
Cyfuture AI logo Cyfuture AI 4x Gaudi2 4x Gaudi2 96GB (4xGaudi2) 384GB 76 1.2TB Reserved (6mo) Reserved capacity with a 6-month minimum commitment. $0.74 $2.96 Unknown View
Cyfuture AI logo Cyfuture AI 8x Gaudi2 8x Gaudi2 96GB (8xGaudi2) 768GB 152 2.3TB Reserved (12mo) Reserved capacity with a 1-year minimum commitment. $0.62 $4.97 Unknown View
Cyfuture AI logo Cyfuture AI 4x Gaudi2 4x Gaudi2 96GB (4xGaudi2) 384GB 76 1.2TB Reserved (1mo) Reserved capacity with a 1-month minimum commitment. $0.88 $3.51 Unknown View
Cyfuture AI logo Cyfuture AI 8x Gaudi2 8x Gaudi2 96GB (8xGaudi2) 768GB 152 2.3TB Reserved (6mo) Reserved capacity with a 6-month minimum commitment. $0.73 $5.86 Unknown View
Cyfuture AI logo Cyfuture AI 8x Gaudi2 8x Gaudi2 96GB (8xGaudi2) 768GB 152 2.3TB On-Demand Pay-as-you-go pricing. No term commitments. $1.09 $8.72 Unknown View
Cyfuture AI logo Cyfuture AI 8x Gaudi2 8x Gaudi2 96GB (8xGaudi2) 768GB 152 2.3TB Reserved (1mo) Reserved capacity with a 1-month minimum commitment. $0.87 $6.94 Unknown View
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Heads up: We do our best to keep these specs & prices accurate. However, cloud costs may fluctuate based on region, usage, and other factors not listed here. These are estimates based on common setups and are for informational purposes only. Always verify current rates & exact specs with the provider before provisioning.

Frequently Asked Questions

Why choose the Gaudi2?

Comes with 96GB HBM2e and 24x 100GbE RoCEv2 ports integrated on-chip, so clusters scale out over standard Ethernet without separate NICs. FP8 support and competitive pricing make it a cost-efficient option for training and inference on the Intel Gaudi software stack.

When is the Gaudi2 not a good fit?

The Gaudi software stack supports fewer frameworks and models than CUDA, so workloads relying on niche libraries may need porting. For broad ecosystem compatibility, H100 or A100 remain easier to adopt.

What size AI models can the Gaudi2 run?

With 96GB of VRAM, the Gaudi2 is well suited to 30B-class models in FP16, and 70B-class models in 4-bit or 8-bit quantized form.

How much VRAM does the Gaudi2 have?

The Gaudi2 has 96GB of VRAM. Multi-GPU setups increase total memory, but that memory is not automatically pooled across GPUs.

What is the Gaudi2's memory bandwidth?

The Gaudi2 has 2,450 GB/s of memory bandwidth. Higher bandwidth helps with faster data transfer between GPU memory and compute cores.

What data types does the Gaudi2 support?

The Gaudi2 supports 6 precision formats. Training: BF16, FP16, TF32, FP32. Inference: FP8, INT8.

Does the Gaudi2 support NVLink?

No. The Gaudi2 is a PCIe-only GPU with no NVLink, so it is better suited to single-GPU inference and smaller-scale workloads than large distributed training jobs.

How much does the Gaudi2 cost per hour?

Gaudi2 pricing currently ranges from $0.62/hr to $1.12/hr per GPU, depending on the provider, instance type, and billing model.

How much does the Gaudi2 cost per month?

At 720 hours per month, one Gaudi2 can cost between $447.30 to $806.40 per month, depending on the provider. Reserved and spot pricing can lower that further.

Which cloud providers offer the Gaudi2?

The Gaudi2 is available from 1 cloud provider: Cyfuture AI.

Can I rent the Gaudi2 in the cloud?

Yes. We currently track 16 Gaudi2 listings across 1 cloud providers:

Billing type Listings Avg $/GPU/hr
On-demand 4 $1.11/hr
Reserved 12 $0.76/hr

Technical Specifications

Architecture Gaudi (2nd Gen)
Process 7nm
Memory 96 GB HBM2E
Memory Bandwidth 2.45 TB/s
On-chip SRAM 48 MB
Compute Engines 2x Matrix Multiplication Engine (MME), 24x Tensor Processor Core (TPC)
Networking 24x 100 GbE RoCEv2 (2,400 Gb/s)
Host Interface PCIe Gen4 x16
Media Integrated decoders (HEVC, H.264, VP9, JPEG)
Supported Data Types FP32, TF32, BF16, FP16, FP8, INT8
Form Factor OAM (HL-225H)
Max TDP 600W

Source: official Intel Gaudi2 datasheet.

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