Specifications Compared
| Spec | Gaudi 2 | Quadro P6000 |
|---|---|---|
| TDP | 600W | 250W |
| VRAM | 96 GB | 24 GB |
| CUDA Cores | Not published | 3,840 |
| Memory Type | HBM2e | GDDR5X |
| Architecture | Gaudi | Pascal |
| Form Factors | OAM | PCIe |
| Interconnect | RoCE Ethernet, PCIe 4.0 | PCIe 3.0 |
| FP32 Performance | Not published | 12.6 TFLOPS |
| Memory Bandwidth | 2,450 GB/s | 432 GB/s |
Performance Analysis
Memory bandwidth differences translate directly to batch size capabilities in memory intensive workloads. The Gaudi 2 delivers 2450 GB/s bandwidth compared to 432 GB/s on the Quadro P6000. This ratio means the Gaudi 2 supports over five times the data movement rate per second. The Quadro P6000 provides 12.6 TFLOPS dense FP32 performance. No FP16 figures are published by the vendor for either GPU so comparisons remain limited to available memory and bandwidth metrics. Higher TDP on the Gaudi 2 at 600W versus 250W on the Quadro P6000 indicates different power delivery requirements 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.
Quadro P6000
| Provider | Region | GPUs | Per GPU / hr | Instance / hr | Deploy |
|---|---|---|---|---|---|
| Paperspace | ams1 | 1 | $1.10 | — | Deploy |
1 provider in stock, 6 offers (cheapest per provider shown). All Quadro P6000 offers, price history and alerts
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When to Choose the Gaudi 2
The Gaudi 2 suits scenarios that require 96 GB HBM2e memory and 2450 GB/s bandwidth. Workloads that exceed 24 GB capacity benefit from the larger memory pool and higher interconnect options including RoCE Ethernet. The 2022 architecture supports modern form factors such as OAM for deployments needing those specific interconnect features.
When to Choose the Quadro P6000
The Quadro P6000 fits environments constrained to 250W TDP and PCIe 3.0 interconnects. Tasks that rely on 12.6 TFLOPS dense FP32 performance within a 24 GB GDDR5X memory limit align with its specifications. The 2016 Pascal architecture remains relevant for legacy systems using PCIe form factors.
Use Cases
The Gaudi 2 provides 96 GB memory and 2450 GB/s bandwidth to handle larger models than the 24 GB and 432 GB/s on the Quadro P6000.
Higher memory capacity of 96 GB on the Gaudi 2 supports bigger batch sizes compared to 24 GB on the Quadro P6000.
The 2450 GB/s bandwidth on the Gaudi 2 enables faster data movement than 432 GB/s during parameter updates.
The Quadro P6000 delivers 12.6 TFLOPS dense FP32 within a lower 250W TDP for established graphics pipelines.
Both GPUs offer viable options with the Quadro P6000 providing 12.6 TFLOPS dense FP32 and the Gaudi 2 offering greater memory capacity.
Frequently Asked Questions
What is the memory difference between Gaudi 2 and Quadro P6000?▾
The Gaudi 2 has 96 GB HBM2e memory while the Quadro P6000 has 24 GB GDDR5X memory. This fourfold increase in capacity affects the scale of datasets that fit on a single device.
How does bandwidth compare on these GPUs?▾
The Gaudi 2 reaches 2450 GB/s memory bandwidth compared to 432 GB/s on the Quadro P6000. The higher figure supports greater throughput in data intensive operations.
What TDP values apply to Gaudi 2 and Quadro P6000?▾
The Gaudi 2 lists a 600W TDP and the Quadro P6000 lists a 250W TDP. System power budgets must account for these differences during deployment.
Which interconnects do the GPUs use?▾
The Gaudi 2 supports RoCE Ethernet and PCIe 4.0 while the Quadro P6000 uses PCIe 3.0. Compatibility with existing infrastructure depends on these specifications.
Is FP32 performance published for both GPUs?▾
The Quadro P6000 publishes 12.6 TFLOPS dense FP32 performance. No FP32 figure is published by the vendor for the Gaudi 2.
Which is cheaper to rent, the Gaudi 2 or the Quadro P6000?▾
Cloud rental prices for both the Gaudi 2 and Quadro P6000 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 Quadro P6000?▾
The Gaudi 2 has 96 GB of HBM2e memory. The Quadro P6000 has 24 GB of GDDR5X memory.
Can I find Gaudi 2 and Quadro P6000 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 Quadro P6000?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the Quadro P6000 uses Pascal (2016). The Gaudi 2 has 96 GB of HBM2e at 2,450 GB/s; the Quadro P6000 has 24 GB of GDDR5X at 432 GB/s, so the Gaudi 2 has 5.7x the memory bandwidth of the Quadro P6000.
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 Quadro P6000. 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 QUADRO P6000Every 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.