Intel Gaudi 2
vs
Nvidia M4000
The Gaudi 2 is newer, with 12x the memory and 13x the bandwidth. The M4000 is cheaper right now.
At a glance
Memory
12x more on Gaudi 2
- Gaudi 2
- 96 GB
- M4000
- 8 GB
Memory bandwidth
13x higher on Gaudi 2
- Gaudi 2
- 2,450 GB/s
- M4000
- 192 GB/s
Cheapest on-demand
56% cheaper on M4000
- Gaudi 2
- $1.02 /GPU/hr
- M4000
- $0.45 /GPU/hr
Price comparison
Median price per GPU per hour by billing type, with the cheapest listing under it.
| Billing | Gaudi 2 | M4000 | Difference |
|---|---|---|---|
| On-demand | -- /GPU/hr from $1.02 | -- /GPU/hr from $0.45 | |
| Reserved | -- /GPU/hr from $0.58 (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 M4000: 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 M4000 price history
Weekly median on-demand price per GPU per hour
Specs comparison
| Spec | Gaudi 2 | M4000 | Difference |
|---|---|---|---|
| Memory | |||
| Capacity | 96 GB HBM2e | 8 GB GDDR5 | 12x more on Gaudi 2 |
| Bandwidth | 2,450 GB/s | 192 GB/s | 13x higher on Gaudi 2 |
| Bus width | 256-bit | ||
| Compute · dense | |||
| FP8 | 865 TFLOPS | Not supported | Gaudi 2 only |
| FP16 / BF16 | 432 TFLOPS | Not supported | Gaudi 2 only |
| FP32 | 2.6 TFLOPS | ||
| Platform | |||
| Interconnect | RoCE 600 GB/s | PCIe only | RoCE on Gaudi 2 only |
| Board power | 600 W | 120 W | 5x higher on Gaudi 2 |
| Released | Q2 2022 | Q2 2015 | 7 years newer on Gaudi 2 |
| Precision | |||
| Supported formats | FP8FP16BF16TF32FP32INT8 | FP32 | |
Compute: Vendor peak figures, dense and per GPU. Not measured throughput.
Source: Gaudi 2 datasheet and M4000 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 | M4000 |
|---|---|---|
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 | -- |
Paperspace
USA
|
-- | $0.45 /GPU/hr On-demand |
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 · 2.3x the bandwidth of the M4000
From $0.08 /GPU/hr Compare
-
Nvidia P5000
16 GB GDDR5X · 50% more bandwidth than the M4000
From $0.78 /GPU/hr Compare
Our data for Intel Gaudi 2 was last updated on Sept. 23, 2026, and for Nvidia M4000 on Sept. 14, 2026.