Intel Gaudi 2 vs Nvidia RTX PRO 4000 SFF

The Gaudi 2 has 4x the memory and 5.7x the bandwidth. The RTX PRO 4000 SFF is newer and cheaper right now.

At a glance

Memory

4x more on Gaudi 2

Gaudi 2: 96 GB

RTX PRO 4000 SFF: 24 GB

Memory bandwidth

5.7x higher on Gaudi 2

Gaudi 2: 2,450 GB/s

RTX PRO 4000 SFF: 432 GB/s

Cheapest on-demand

64% cheaper on RTX PRO 4000 SFF

Gaudi 2: $1.04 /GPU/hr

RTX PRO 4000 SFF: $0.38 /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 SFF	Difference
On-demand	-- /GPU/hr from $1.04	-- /GPU/hr from $0.38
Reserved	-- /GPU/hr from $0.59 (12 mo)	No reserved listings

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 on the RTX PRO 4000 SFF: 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 SFF price history

Weekly median on-demand price per GPU per hour

Last 4 months

Aggregating historical prices...

Specs comparison

Spec	Gaudi 2	RTX PRO 4000 SFF	Difference
Memory
Capacity	96 GB HBM2e	24 GB GDDR7	4x more on Gaudi 2
Bandwidth	2,450 GB/s	432 GB/s	5.7x higher on Gaudi 2
Bus width		192-bit
Compute · dense
FP4	Not supported	385 TFLOPS	RTX PRO 4000 SFF only
FP8	865 TFLOPS	192.5 TFLOPS	4.5x higher on Gaudi 2
FP16 / BF16	432 TFLOPS	96.3 TFLOPS	4.5x higher on Gaudi 2
INT8		192.5 TOPS
FP32		24 TFLOPS
Platform
Interconnect	RoCE 600 GB/s	PCIe only	RoCE on Gaudi 2 only
Board power	600 W	70 W	8.6x higher on Gaudi 2
Released	Q2 2022	Q3 2025	3 years newer on RTX PRO 4000 SFF
Precision
Supported formats	FP8FP16BF16TF32FP32INT8	FP4FP8FP16BF16TF32FP32INT8

Compute: Vendor peak figures, dense and per GPU. Not measured throughput.

Source: Gaudi 2 datasheet and RTX PRO 4000 SFF 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 SFF
Cyfuture AI India	$1.04 /GPU/hr On-demand	--
Denvr Canada	$1.10 /GPU/hr On-demand	--
Sesterce France	$1.21 /GPU/hr On-demand	--
Runcrate USA	$1.56 /GPU/hr On-demand PCIe	--
Hetzner Germany	--	$0.38 /GPU/hr On-demand