GPU comparison

B200 vs Gaudi 2

Specifications and current cloud pricing, side by side.

BlackwellvsGaudiUpdated 33 days ago

The B200 is the stronger choice for the most common use case of LLM training because it provides 2250 TFLOPS dense FP16 along with 180 to 192 GB VRAM and 8000 GB/s bandwidth that exceed the published specifications of the Gaudi 2.

B200 listed from $7.99/GPU/hrGaudi 2 listed from $0.91/GPU/hr

Right now, from live stock

Specifications Compared

SpecB200Gaudi 2
TDP1000W600W
VRAM180-192 GB96 GB
CUDA Cores18,432Not published
FP4 (dense)9,000 TFLOPSNot published
FP8 (dense)4,500 TFLOPSNot published
Memory TypeHBM3eHBM2e
ArchitectureBlackwellGaudi
FP16 (dense)2,250 TFLOPSNot published
Form FactorsSXM, NVLOAM
INT8 (dense)4,500 TOPSNot published
InterconnectNVLink, PCIe 6.0, InfiniBandRoCE Ethernet, PCIe 4.0
Tensor Cores576Not published
FP32 Performance75 TFLOPSNot published
FP64 Performance37 TFLOPSNot published
Memory Bandwidth8,000 GB/s2,450 GB/s
FP4 (with sparsity)18,000 TFLOPSNot published
FP8 (with sparsity)9,000 TFLOPSNot published
FP16 (with sparsity)4,500 TFLOPSNot published
INT8 (with sparsity)9,000 TOPSNot published

Performance Analysis

The B200 delivers 2250 TFLOPS dense FP16 and 4500 TFLOPS with sparsity for FP16 operations while the Gaudi 2 does not publish FP16 figures. This dense FP16 capability on the B200 supports larger model training workloads compared to the absence of published FP16 data on the Gaudi 2. Memory bandwidth of 8000 GB/s on the B200 versus 2450 GB/s on the Gaudi 2 permits larger batch sizes during inference and training sessions.

Current On-Demand Offers

Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.

B200

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
RunPodglobal1$7.99—Deploy
VERDAFIN-HEL1$8.03—Deploy
LyceumEurope1$8.79—Deploy
Vast.ai, US4$9.00$36.00Deploy

4 providers in stock, 6 offers (cheapest per provider shown). All B200 offers, price history and alerts

Gaudi 2

Gaudi 2 is not offered on-demand by any provider we track right now. See the Gaudi 2 rental page for last-seen listed prices and a price alert.

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When to Choose the B200

The B200 suits scenarios that require 180 to 192 GB HBM3e VRAM and 8000 GB/s memory bandwidth for handling extensive datasets. Its published 2250 TFLOPS dense FP16 and 75 TFLOPS FP32 figures make it appropriate for compute intensive tasks that benefit from NVLink interconnect support.

When to Choose the Gaudi 2

The Gaudi 2 fits environments where a 600W TDP is prioritized over higher published performance metrics. Its 96 GB HBM2e VRAM and RoCE Ethernet interconnect align with deployments that operate within lower power constraints and do not require the B200 1000W TDP rating.

Use Cases

LLM Training
B200

The B200 supplies 2250 TFLOPS dense FP16 and 180 to 192 GB VRAM that enable larger model scales than the Gaudi 2 96 GB VRAM.

LLM Inference
B200

The B200 8000 GB/s memory bandwidth supports higher throughput than the Gaudi 2 2450 GB/s bandwidth during inference runs.

Fine-tuning
B200

The B200 4500 TFLOPS with sparsity for FP16 allows efficient fine tuning workloads compared to the Gaudi 2 lack of published FP16 data.

Stable Diffusion
Either

Both GPUs can handle image generation tasks though the B200 higher bandwidth of 8000 GB/s offers potential advantages over the Gaudi 2 2450 GB/s.

Scientific Computing
B200

The B200 75 TFLOPS FP32 rating provides a concrete figure for scientific workloads while the Gaudi 2 does not publish an FP32 value.

Frequently Asked Questions

What is the memory bandwidth of the B200 versus the Gaudi 2?▾

The B200 reaches 8000 GB/s memory bandwidth. The Gaudi 2 reaches 2450 GB/s memory bandwidth. Higher bandwidth on the B200 supports faster data movement for large batches.

Does the Gaudi 2 publish FP16 performance figures?▾

The Gaudi 2 does not publish FP16 figures. The B200 publishes 2250 TFLOPS dense FP16 and 4500 TFLOPS with sparsity. Users must rely on other metrics when evaluating the Gaudi 2.

What TDP ratings do the B200 and Gaudi 2 carry?▾

The B200 carries a 1000W TDP rating. The Gaudi 2 carries a 600W TDP rating. The lower TDP on the Gaudi 2 may suit power constrained installations.

Which interconnects does each GPU support?▾

The B200 supports NVLink, PCIe 6.0, and InfiniBand. The Gaudi 2 supports RoCE Ethernet and PCIe 4.0. These options influence multi GPU scaling configurations.

Which is cheaper to rent, the B200 or the Gaudi 2?▾

Cloud rental prices for both the B200 and Gaudi 2 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 B200 have compared to the Gaudi 2?▾

The B200 has 180 to 192 GB of HBM3e memory. The Gaudi 2 has 96 GB of HBM2e memory.

Can I find B200 and Gaudi 2 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 B200 and the Gaudi 2?▾

The B200 uses the Blackwell architecture (2024) while the Gaudi 2 uses Gaudi (2022). The B200 has 180-192 GB of HBM3e at 8,000 GB/s; the Gaudi 2 has 96 GB of HBM2e at 2,450 GB/s, so the B200 has 3.3x the memory bandwidth of the Gaudi 2.

Rent these GPUs

Each GPU page lists every current on-demand offer by provider, per GPU-hour, updated every minute.

Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the B200 and the Gaudi 2. Dense and sparse throughput are listed separately.
  • Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
  • The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
  • Read how we collect the data, or report an error on this page.

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