Specifications Compared
| Spec | Gaudi 2 | RTX A2000 |
|---|---|---|
| TDP | 600W | 70W |
| VRAM | 96 GB | 6-12 GB |
| CUDA Cores | Not published | 3,328 |
| Memory Type | HBM2e | GDDR6 |
| Architecture | Gaudi | Ampere |
| Form Factors | OAM | PCIe |
| Interconnect | RoCE Ethernet, PCIe 4.0 | PCIe 4.0 |
| Tensor Cores | Not published | 104 |
| FP32 Performance | Not published | 8 TFLOPS |
| Memory Bandwidth | 2,450 GB/s | 288 GB/s |
| FP16 (with sparsity) | Not published | 63.9 TFLOPS |
Performance Analysis
RTX A2000 delivers 63.9 TFLOPS in FP16 with sparsity and 8 TFLOPS in FP32 while Gaudi 2 tensor figures remain not published by vendor. The 2450 GB/s bandwidth on Gaudi 2 supports larger batch sizes than the 288 GB/s bandwidth on RTX A2000 during memory intensive operations. Gaudi 2 at 600 W TDP suits sustained high throughput workloads whereas RTX A2000 at 70 W TDP fits power constrained deployments. Direct dense FP16 comparison is not possible because Gaudi 2 values are not published by vendor.
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
1 provider in stock, 1 offer. All Gaudi 2 offers, price history and alerts
RTX A2000
RTX A2000 is not offered on-demand by any provider we track right now. See the RTX A2000 rental page for last-seen listed prices and a price alert.
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When to Choose the Gaudi 2
Gaudi 2 suits workloads that require 96 GB HBM2e capacity and 2450 GB/s bandwidth. The OAM form factor and RoCE Ethernet interconnect further support large scale distributed setups that exceed the limits of 12 GB GDDR6 and 288 GB/s bandwidth.
When to Choose the RTX A2000
RTX A2000 suits workloads that require 70 W TDP and PCIe form factor. The 63.9 TFLOPS FP16 with sparsity and 8 TFLOPS FP32 figures enable compact inference or compute tasks where 600 W TDP and OAM mounting are impractical.
Use Cases
Gaudi 2 96 GB HBM2e and 2450 GB/s bandwidth accommodate larger models than the 12 GB GDDR6 limit on RTX A2000.
RTX A2000 70 W TDP and 63.9 TFLOPS FP16 with sparsity fit power limited inference servers better than Gaudi 2 600 W TDP.
Gaudi 2 2450 GB/s bandwidth supports larger batch sizes than the 288 GB/s bandwidth available on RTX A2000.
RTX A2000 PCIe form factor and 8 TFLOPS FP32 integrate directly into standard workstations while Gaudi 2 requires OAM mounting.
RTX A2000 8 TFLOPS FP32 and 70 W TDP suit small scale jobs while Gaudi 2 96 GB memory suits large scale jobs.
Frequently Asked Questions
What is the TDP of RTX A2000?▾
RTX A2000 TDP equals 70 W. Gaudi 2 TDP equals 600 W so the power difference reaches more than eight times.
Does RTX A2000 support FP16 operations?▾
RTX A2000 supports 63.9 TFLOPS in FP16 with sparsity. Gaudi 2 FP16 figures are not published by vendor.
What interconnect does Gaudi 2 use?▾
Gaudi 2 uses RoCE Ethernet and PCIe 4.0 interconnect. RTX A2000 uses only PCIe 4.0 interconnect.
What form factor does each card use?▾
Gaudi 2 uses OAM form factor. RTX A2000 uses PCIe form factor.
Which is cheaper to rent, the Gaudi 2 or the RTX A2000?▾
Cloud rental prices for both the Gaudi 2 and RTX A2000 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 RTX A2000?▾
The Gaudi 2 has 96 GB of HBM2e memory. The RTX A2000 has 6 to 12 GB of GDDR6 memory.
Can I find Gaudi 2 and RTX A2000 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 RTX A2000?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the RTX A2000 uses Ampere (2021). The Gaudi 2 has 96 GB of HBM2e at 2,450 GB/s; the RTX A2000 has 6-12 GB of GDDR6 at 288 GB/s, so the Gaudi 2 has 8.5x the memory bandwidth of the RTX A2000.
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 RTX A2000. 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 RTX A2000Every 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.