Intel Gaudi2
vs
Nvidia RTX PRO 4000
A data center GPU against a workstation card, one Gaudi (2nd Gen) and one Blackwell: 96 GB HBM2e against 24 GB GDDR7, 3.6x the memory bandwidth on the Gaudi2, and RoCE 600 GB/s on the Gaudi2 where the RTX PRO 4000 is PCIe only.
At a glance
Memory
- Gaudi2
- 96 GB
- RTX PRO 4000
- 24 GB
4x more on Gaudi2
Memory bandwidth
- Gaudi2
- 2,450 GB/s
- RTX PRO 4000
- 672 GB/s
3.6x higher on Gaudi2
Cheapest on-demand
- Gaudi2
- $1.03 /GPU/hr
- RTX PRO 4000
- $0.57 /GPU/hr
45% cheaper on RTX PRO 4000
Price comparison
Median price per GPU per hour by billing type, with the cheapest listing under it.
| Billing | Gaudi2 | RTX PRO 4000 | Difference |
|---|---|---|---|
| On-demand | $1.21 /GPU/hr from $1.03 | -- /GPU/hr from $0.57 | |
| Reserved | -- /GPU/hr from $0.58 (12 mo) | -- /GPU/hr from $0.26 (24 mo) | |
| Spot | No spot listings | -- /GPU/hr from $0.66 |
Heads up: A provider's own page may quote a different figure, for example on tax, region or a promotion. A monthly-only plan shows a derived hourly rate. Medians are across providers, one vote each, so a large catalog does not outweigh a small one. No median for reserved on the Gaudi2 and on-demand, reserved and spot on the RTX PRO 4000: we only show one when at least 3 providers list the GPU on that billing type. Verify before provisioning. More on how we price.
Price history
Gaudi2 vs RTX PRO 4000 price history
Weekly median on-demand price per GPU per hour
Specs comparison
| Spec | Gaudi2 | RTX PRO 4000 | Difference |
|---|---|---|---|
| Memory | |||
| Capacity | 96 GB HBM2e | 24 GB GDDR7 | 4x more on Gaudi2 |
| Bandwidth | 2,450 GB/s | 672 GB/s | 3.6x higher on Gaudi2 |
| Bus width | 192-bit | ||
| Compute · dense | |||
| FP4 | Not supported | 589 TFLOPS | RTX PRO 4000 only |
| FP8 | 865 TFLOPS | 294.5 TFLOPS | 2.9x higher on Gaudi2 |
| FP16 / BF16 | 432 TFLOPS | 147.3 TFLOPS | 2.9x higher on Gaudi2 |
| INT8 | 294.5 TOPS | ||
| FP32 | 37 TFLOPS | ||
| Platform | |||
| Interconnect | RoCE 600 GB/s | PCIe only | RoCE on Gaudi2 only |
| Board power | 600 W | 145 W | 4.1x higher on Gaudi2 |
| Released | Q2 2022 | Q1 2025 | 3 years newer on RTX PRO 4000 |
| Precision | |||
| Supported formats | FP8FP16BF16TF32FP32INT8 | FP4FP8FP16BF16TF32FP32INT8 | |
Compute: Vendor peak figures, dense and per GPU. Not measured throughput.
Source: Gaudi2 datasheet and RTX PRO 4000 datasheet.
Where to rent them
Providers listing these GPUs, those with both first, so you can switch without moving clouds.
| Provider | Gaudi2 /GPU/hr | RTX PRO 4000 /GPU/hr |
|---|---|---|
Runcrate
|
On-Demand $1.21 | -- |
Sesterce
|
On-Demand $1.21 | -- |
Cyfuture AI
|
On-Demand $1.03 | -- |
Runpod
|
-- | On-Demand $0.57 |
Vast.ai
|
-- | On-Demand $0.60 |
Database Mart
|
-- | Reserved (24mo) $0.26 |
Similar GPUs
Other comparisons in the same class.
-
Nvidia H100
From $1.10 /GPU/hr Compare -
Nvidia A100
From $0.80 /GPU/hr Compare -
AMD MI300X
From $2.59 /GPU/hr Compare -
Nvidia RTX PRO 4500
From $0.72 /GPU/hr Compare -
Nvidia A4000
From $0.15 /GPU/hr Compare
Our data for Intel Gaudi2 was last updated on Sept. 7, 2026, and for Nvidia RTX PRO 4000 on Sept. 7, 2026.