GPU comparison

Gaudi 2 vs H100

Specifications and current cloud pricing, side by side.

GaudivsHopperUpdated 34 days ago

The H100 wins for the most common use case of LLM training because its published FP16 dense figure of 989 TFLOPS and bandwidth of 3350 GB/s exceed the corresponding published data for the Gaudi 2.

Gaudi 2 listed from $0.91/GPU/hrH100 listed from $2.50/GPU/hr

Right now, from live stock

Specifications Compared

SpecGaudi 2H100
TDP600W700W
VRAM96 GB80-94 GB
CUDA CoresNot published16,896
FP8 (dense)Not published1,979 TFLOPS
Memory TypeHBM2eHBM3
ArchitectureGaudiHopper
FP16 (dense)Not published989 TFLOPS
Form FactorsOAMSXM5, PCIe, NVL
INT8 (dense)Not published1,979 TOPS
InterconnectRoCE Ethernet, PCIe 4.0NVLink, PCIe 5.0, InfiniBand
Tensor CoresNot published528
FP32 PerformanceNot published67 TFLOPS
FP64 PerformanceNot published34 TFLOPS
Memory Bandwidth2,450 GB/s3,350 GB/s
FP8 (with sparsity)Not published3,958 TFLOPS
FP16 (with sparsity)Not published1,979 TFLOPS
INT8 (with sparsity)Not published3,958 TOPS

Performance Analysis

The H100 lists FP16 dense performance at 989 TFLOPS and FP16 with sparsity at 1979 TFLOPS. The same device lists FP8 dense at 1979 TFLOPS and FP8 with sparsity at 3958 TFLOPS along with FP32 at 67 TFLOPS. No corresponding tensor figures appear for the Gaudi 2. The bandwidth advantage of 3350 GB/s on the H100 over 2450 GB/s on the Gaudi 2 permits larger batch sizes during data movement. The 700 W TDP on the H100 versus 600 W on the Gaudi 2 sets different power budgets for sustained operation.

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.

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.

H100

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
HyperstackCANADA-12$2.50$5.00Deploy
QuantaCloudus-midwest-22$2.59$5.18Deploy
Massed Computeus-central-32$2.73$5.46Deploy
Oridallas-24$2.90$11.60Deploy
ScalewayParis, France (PAR2)1$3.23—Deploy

9 providers in stock, 23 offers (cheapest per provider shown). All H100 offers, price history and alerts

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QuantaCloud

Comparing H-series providers? We broker across all of them.

Hopper stock changes by the hour and prices differ by provider. If you need 16+ GPUs reserved or a cluster in the next 90 days, we quote H-series or B300 inventory at partner rates: one quote, 24h turnaround.

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When to Choose the Gaudi 2

The Gaudi 2 suits deployments that prioritize its 96 GB memory capacity and 600 W TDP. Its OAM form factor and RoCE Ethernet interconnect fit clusters that already rely on Ethernet fabrics.

When to Choose the H100

The H100 suits deployments that require its published 989 TFLOPS FP16 dense figure or 1979 TFLOPS FP16 with sparsity figure. Its 3350 GB/s bandwidth and NVLink interconnect fit workloads that move large tensors quickly.

Use Cases

LLM Training
H100

The H100 supplies a published FP16 dense figure of 989 TFLOPS together with 3350 GB/s bandwidth.

LLM Inference
H100

The H100 supplies a published FP8 dense figure of 1979 TFLOPS together with 3350 GB/s bandwidth.

Fine-tuning
H100

The H100 supplies a published FP16 with sparsity figure of 1979 TFLOPS together with 3350 GB/s bandwidth.

Stable Diffusion
Either

The Gaudi 2 supplies 96 GB memory while the H100 supplies up to 94 GB memory.

Scientific Computing
H100

The H100 supplies a published FP32 figure of 67 TFLOPS.

Frequently Asked Questions

What is the memory bandwidth of the H100?▾

The H100 reaches 3350 GB/s. This exceeds the 2450 GB/s bandwidth listed for the Gaudi 2.

What TDP does the Gaudi 2 carry?▾

The Gaudi 2 carries a 600 W TDP. The H100 carries a 700 W TDP.

Does the Gaudi 2 publish FP16 performance?▾

No FP16 figure is published for the Gaudi 2. The H100 publishes 989 TFLOPS FP16 dense and 1979 TFLOPS FP16 with sparsity.

What interconnects does the H100 support?▾

The H100 supports NVLink, PCIe 5.0, and InfiniBand. The Gaudi 2 supports RoCE Ethernet and PCIe 4.0.

What FP32 performance does the H100 list?▾

The H100 lists 67 TFLOPS FP32. No FP32 figure is published for the Gaudi 2.

Which is cheaper to rent, the Gaudi 2 or the H100?▾

Cloud rental prices for both the Gaudi 2 and H100 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 H100?▾

The Gaudi 2 has 96 GB of HBM2e memory. The H100 has 80 to 94 GB of HBM3 memory.

Can I find Gaudi 2 and H100 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 H100?▾

The Gaudi 2 uses the Gaudi architecture (2022) while the H100 uses Hopper (2022). The Gaudi 2 has 96 GB of HBM2e at 2,450 GB/s; the H100 has 80-94 GB of HBM3 at 3,350 GB/s, so the H100 has 1.4x 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 Gaudi 2 and the H100. 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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