Intel Gaudi2
vs
Nvidia B300
Two data center GPUs, one Gaudi (2nd Gen) and one Blackwell Ultra: 96 GB HBM2e against up to 288 GB HBM3e and 3.3x the memory bandwidth on the B300.
At a glance
Memory
- Gaudi2
- 96 GB
- B300
- 288 GB
3x more on B300
Memory bandwidth
- Gaudi2
- 2.45 TB/s
- B300
- 8.00 TB/s
3.3x higher on B300
Cheapest on-demand
- Gaudi2
- $1.03 /GPU/hr
- B300
- $6.50 /GPU/hr
6.3x more expensive on B300
Price comparison
Median price per GPU per hour by billing type, with the cheapest listing under it.
| Billing | Gaudi2 | B300 | Difference |
|---|---|---|---|
| On-demand | $1.21 /GPU/hr from $1.03 | $7.89 /GPU/hr from $6.50 | 6.5x more expensive on B300 |
| Reserved | -- /GPU/hr from $0.58 (12 mo) | $5.71 /GPU/hr from $4.25 | |
| Spot | No spot listings | $5.85 /GPU/hr from $4.30 |
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: 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 B300 price history
Weekly median on-demand price per GPU per hour
Specs comparison
| Spec | Gaudi2 | B300 | Difference |
|---|---|---|---|
| Memory | |||
| Capacity | 96 GB HBM2e | 288 GB HBM3e | 3x more on B300 |
| Bandwidth | 2,450 GB/s | 8,000 GB/s | 3.3x higher on B300 |
| Bus width | 8,192-bit | ||
| Compute · dense | |||
| FP4 | Not supported | 14,000 TFLOPS | B300 only |
| FP8 | 865 TFLOPS | 4,500 TFLOPS | 5.2x higher on B300 |
| FP16 / BF16 | 432 TFLOPS | 2,250 TFLOPS | 5.2x higher on B300 |
| INT8 | 153.5 TOPS | ||
| FP32 | 75 TFLOPS | ||
| FP64 | Not supported | 1.2 TFLOPS | B300 only |
| Platform | |||
| Interconnect | RoCE 600 GB/s | NVLink 1,800 GB/s | 3x higher on B300 |
| Board power | 600 W | 1,100 W | 1.8x higher on B300 |
| Released | Q2 2022 | Q1 2025 | 3 years newer on B300 |
| Precision | |||
| Supported formats | FP8FP16BF16TF32FP32INT8 | FP4FP6FP8FP16BF16TF32FP32FP64INT8 | |
Compute: Vendor peak figures, dense and per GPU. Not measured throughput.
Source: Gaudi2 datasheet and B300 datasheet.
Where to rent them
Providers listing these GPUs, those with both first, so you can switch without moving clouds.
| Provider | Gaudi2 /GPU/hr | B300 /GPU/hr |
|---|---|---|
Runcrate
|
On-Demand $1.21 | -- |
Sesterce
|
On-Demand $1.21 | -- |
Cyfuture AI
|
On-Demand $1.03 | -- |
GPU.ai
|
-- | On-Demand $7.89 |
Runpod
|
-- | On-Demand $7.89 |
Lium
|
-- | On-Demand $8.00 |
Vast.ai
|
-- | On-Demand $12.00 |
EmpirioLabs AI
|
-- | On-Demand $16.00 |
TheAI Cloud
|
-- | Reserved (24mo) $4.90 |
Spheron
|
-- | Spot $5.85 |
GPUaaS
|
-- | Custom on request |
3 providers list the Gaudi2 and 33 the B300. Every listing is on the Gaudi2 page and the B300 page.
Similar GPUs
Other comparisons in the same class.
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Nvidia H100
From $1.73 /GPU/hr Compare -
Nvidia A100
From $0.47 /GPU/hr Compare -
AMD MI300X
From $2.39 /GPU/hr Compare -
Nvidia B200
From $3.75 /GPU/hr Compare
Our data for Intel Gaudi2 was last updated on Sept. 7, 2026, and for Nvidia B300 on Sept. 7, 2026.