AMD Radeon RX 7800 XT vs Nvidia RTX PRO 4000

The RTX PRO 4000 is newer, with 50% more memory and 8% more bandwidth. The Radeon RX 7800 XT is cheaper right now.

At a glance

Memory

50% more on RTX PRO 4000

Radeon RX 7800 XT: 16 GB

RTX PRO 4000: 24 GB

Memory bandwidth

8% higher on RTX PRO 4000

Radeon RX 7800 XT: 624 GB/s

RTX PRO 4000: 672 GB/s

Cheapest on-demand

51% cheaper on Radeon RX 7800 XT

Radeon RX 7800 XT: $0.13 /GPU/hr

RTX PRO 4000: $0.27 /GPU/hr

Price comparison

Median price per GPU per hour by billing type, with the cheapest listing under it.

Billing	Radeon RX 7800 XT	RTX PRO 4000
On-demand	-- /GPU/hr from $0.13	-- /GPU/hr from $0.27
Reserved	No reserved listings	-- /GPU/hr from $0.26 (24 mo)
Spot	-- /GPU/hr from $0.04	No spot 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 spot on the Radeon RX 7800 XT and on-demand and reserved 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

Radeon RX 7800 XT vs RTX PRO 4000 price history

Weekly median on-demand price per GPU per hour

Last 10 months

Aggregating historical prices...

Specs comparison

Spec	Radeon RX 7800 XT	RTX PRO 4000	Difference
Memory
Capacity	16 GB GDDR6	24 GB GDDR7	50% more on RTX PRO 4000
Bandwidth	624 GB/s	672 GB/s	8% higher on RTX PRO 4000
Bus width	256-bit	192-bit	33% wider on Radeon RX 7800 XT
Compute · dense
FP4	Not supported	589 TFLOPS	RTX PRO 4000 only
FP8	Not supported	294.5 TFLOPS	RTX PRO 4000 only
FP16 / BF16	74.6 TFLOPS	147.3 TFLOPS	97% higher on RTX PRO 4000
INT8	74.6 TOPS	294.5 TOPS	3.9x higher on RTX PRO 4000
FP32	37.3 TFLOPS	37 TFLOPS	Within 5%
Platform
Interconnect	PCIe only	PCIe only
Board power	263 W	145 W	81% higher on Radeon RX 7800 XT
Released	Q3 2023	Q1 2025	2 years newer on RTX PRO 4000
Precision
Supported formats	FP16BF16FP32INT4INT8	FP4FP8FP16BF16TF32FP32INT8

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

Source: Radeon RX 7800 XT 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	Radeon RX 7800 XT	RTX PRO 4000
Salad Distributed	$0.13 /GPU/hr On-demand	--
Lium Distributed	--	$0.27 /GPU/hr On-demand
Runpod USA	--	$0.57 /GPU/hr On-demand
Database Mart USA	--	$0.26 /GPU/hr Reserved