Specifications Compared
| Spec | Gaudi 2 | H200 |
|---|---|---|
| TDP | 600W | 700W |
| VRAM | 96 GB | 141 GB |
| CUDA Cores | Not published | 16,896 |
| FP8 (dense) | Not published | 1,979 TFLOPS |
| Memory Type | HBM2e | HBM3e |
| Architecture | Gaudi | Hopper |
| FP16 (dense) | Not published | 989 TFLOPS |
| Form Factors | OAM | SXM, NVL |
| INT8 (dense) | Not published | 1,979 TOPS |
| Interconnect | RoCE Ethernet, PCIe 4.0 | NVLink, PCIe 5.0, InfiniBand |
| Tensor Cores | Not published | 528 |
| FP32 Performance | Not published | 67 TFLOPS |
| FP64 Performance | Not published | 34 TFLOPS |
| Memory Bandwidth | 2,450 GB/s | 4,800 GB/s |
| FP8 (with sparsity) | Not published | 3,958 TFLOPS |
| FP16 (with sparsity) | Not published | 1,979 TFLOPS |
| INT8 (with sparsity) | Not published | 3,958 TOPS |
Performance Analysis
The H200 lists FP16 dense performance at 989 TFLOPS and FP16 with sparsity at 1979 TFLOPS. No FP16 figures appear for the Gaudi 2 so direct tensor comparisons remain limited to the H200 values alone. The H200 memory bandwidth of 4800 GB/s exceeds the Gaudi 2 bandwidth of 2450 GB/s by a factor of nearly two and this gap directly influences achievable batch sizes during both training and inference passes. The H200 FP32 figure of 67 TFLOPS further supports workloads that require single precision calculations while the Gaudi 2 provides no corresponding published value.
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.
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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.
When to Choose the Gaudi 2
The Gaudi 2 suits scenarios that prioritize a TDP of 600W over the H200 TDP of 700W and that operate within OAM form factor constraints. Its RoCE Ethernet interconnect supports environments already equipped for Ethernet fabrics rather than NVLink or InfiniBand fabrics.
When to Choose the H200
The H200 suits scenarios that require 141 GB HBM3e memory and 4800 GB/s bandwidth together with published FP16 dense performance of 989 TFLOPS. Its NVLink and InfiniBand interconnect options fit clusters that rely on those specific high speed links.
Use Cases
The H200 provides 141 GB memory and 4800 GB/s bandwidth along with FP16 dense performance of 989 TFLOPS.
The H200 supplies 141 GB memory and 4800 GB/s bandwidth that support larger batch processing than the Gaudi 2 96 GB and 2450 GB/s.
The H200 delivers 141 GB memory with 4800 GB/s bandwidth and a published FP16 dense rating of 989 TFLOPS.
The H200 offers 141 GB memory and 4800 GB/s bandwidth that accommodate the memory demands of diffusion workloads.
The H200 lists a FP32 rating of 67 TFLOPS that the Gaudi 2 does not publish.
Frequently Asked Questions
What memory specifications define the H200?▾
The H200 contains 141 GB HBM3e memory with a bandwidth rating of 4800 GB/s.
What is the TDP of each GPU?▾
The Gaudi 2 carries a TDP of 600W while the H200 carries a TDP of 700W.
Which interconnects does the H200 support?▾
The H200 supports NVLink, PCIe 5.0 and InfiniBand interconnects.
Does the Gaudi 2 publish FP16 performance numbers?▾
The Gaudi 2 does not publish FP16 performance numbers while the H200 lists FP16 dense performance at 989 TFLOPS.
Which is cheaper to rent, the Gaudi 2 or the H200?▾
Cloud rental prices for both the Gaudi 2 and H200 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 H200?▾
The Gaudi 2 has 96 GB of HBM2e memory. The H200 has 141 GB of HBM3e memory.
Can I find Gaudi 2 and H200 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 H200?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the H200 uses Hopper (2024). The Gaudi 2 has 96 GB of HBM2e at 2,450 GB/s; the H200 has 141 GB of HBM3e at 4,800 GB/s, so the H200 has 2.0x 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 H200. 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.
Next steps
- Rent GAUDI2Every current offer by provider, daily price history and a price alert.
- Rent H200Every current offer by provider, daily price history and a price alert.
- GPU price indexHow on-demand prices for the major GPUs have moved, updated daily.
- All GPUsEvery GPU we track, with current lows and provider counts.