Intel Gaudi 2
vs
Nvidia RTX PRO 4000
The Gaudi 2 has 4x the memory and 3.6x the bandwidth. The RTX PRO 4000 is newer and cheaper right now.
At a glance
Memory
4x more on Gaudi 2
- Gaudi 2
- 96 GB
- RTX PRO 4000
- 24 GB
Memory bandwidth
3.6x higher on Gaudi 2
- Gaudi 2
- 2,450 GB/s
- RTX PRO 4000
- 672 GB/s
Cheapest on-demand
80% cheaper on RTX PRO 4000
- Gaudi 2
- $1.02 /GPU/hr
- RTX PRO 4000
- $0.20 /GPU/hr
Price comparison
Median price per GPU per hour by billing type, with the cheapest listing under it.
| Billing | Gaudi 2 | RTX PRO 4000 | Difference |
|---|---|---|---|
| On-demand | -- /GPU/hr from $1.02 | -- /GPU/hr from $0.20 | |
| Reserved | -- /GPU/hr from $0.58 (12 mo) | -- /GPU/hr from $0.26 (24 mo) | |
| Spot | No spot listings | -- /GPU/hr from $0.11 |
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 on-demand and reserved on the Gaudi 2 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
Gaudi 2 vs RTX PRO 4000 price history
Weekly median on-demand price per GPU per hour
Specs comparison
| Spec | Gaudi 2 | RTX PRO 4000 | Difference |
|---|---|---|---|
| Memory | |||
| Capacity | 96 GB HBM2e | 24 GB GDDR7 | 4x more on Gaudi 2 |
| Bandwidth | 2,450 GB/s | 672 GB/s | 3.6x higher on Gaudi 2 |
| 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 Gaudi 2 |
| FP16 / BF16 | 432 TFLOPS | 147.3 TFLOPS | 2.9x higher on Gaudi 2 |
| INT8 | 294.5 TOPS | ||
| FP32 | 37 TFLOPS | ||
| Platform | |||
| Interconnect | RoCE 600 GB/s | PCIe only | RoCE on Gaudi 2 only |
| Board power | 600 W | 145 W | 4.1x higher on Gaudi 2 |
| 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: Gaudi 2 datasheet and RTX PRO 4000 datasheet.
Where to rent them
Providers that rent these GPUs, with each one's cheapest rate. No provider we track offers both right now.
| Provider | Gaudi 2 | RTX PRO 4000 |
|---|---|---|
Cyfuture AI
India
|
$1.02 /GPU/hr On-demand | -- |
Denvr
Canada
|
$1.25 /GPU/hr On-demand | -- |
Sesterce
France
|
$1.21 /GPU/hr On-demand | -- |
Vast.ai
USA
|
-- | $0.20 /GPU/hr On-demand |
Runpod
USA
|
-- | $0.57 /GPU/hr On-demand |
Database Mart
USA
|
-- | $0.26 /GPU/hr Reserved |
Similar GPUs
Other comparisons in the same class.
-
Nvidia H100
80 GB HBM3 · 37% more bandwidth than the Gaudi 2
From $1.30 /GPU/hr Compare
-
Nvidia A100
80 GB HBM2e · 21% less bandwidth than the Gaudi 2
From $0.40 /GPU/hr Compare
-
AMD MI300X
192 GB HBM3 · 2.2x the bandwidth of the Gaudi 2
From $2.59 /GPU/hr Compare -
Nvidia A4000
16 GB GDDR6 · 33% less bandwidth than the RTX PRO 4000
From $0.07 /GPU/hr Compare
Our data for Intel Gaudi 2 was last updated on Sept. 23, 2026, and for Nvidia RTX PRO 4000 on Sept. 14, 2026.