GPU comparison
B300 vs GH200.
The B300 is ahead on memory (288 GB vs 96 GB) and speed (2.3x the FP16 throughput and up to 2.0x the memory bandwidth). The GH200 makes sense when your model fits in 96 GB and its hourly price is lower.
Rent either on Runcrate
- B300Not in stock right now
- GH200Not in stock right now
Which is better for
Which to pick for each job. Memory fit and throughput, from the datasheets.
Hold a 70B model in 8-bit weights
70 GB of 8-bit weights
B300: 1 GPU, 218 GB spare
GH200: 1 GPU, 26 GB spare
B300. Same GPU count, up to 2.0x the memory bandwidth.
Serve an 8B model in 16-bit weights
16 GB of 16-bit weights
B300: 1 GPU, 272 GB spare
GH200: 1 GPU, 80 GB spare
B300. Same GPU count, up to 2.0x the memory bandwidth.
Fine-tune a 70B model with QLoRA
About 46 GB with 4-bit weights
B300: 1 GPU, 242 GB spare
GH200: 1 GPU, 50 GB spare
B300. Same GPU count, 2.3x the FP16 throughput.
Train on a full node
FP16 tensor throughput per node
B300: 8x, 18,000 TFLOPS, NVLink
GH200: 1x, 990 TFLOPS
B300. 8 GPUs per node, not 1.
Throughput per watt
FP16 TFLOPS per 100 W of TDP
B300: Varies by card
GH200: Superchip power, not a GPU TDP
Either. Not comparable.
Compare another pair
Blackwell
NVIDIA B300
- Memory
- 288 GB HBM3e
- FP16 tensor
- 2250 TFLOPS
- Bandwidth
- up to 8.0 TB/s
Hopper
NVIDIA GH200
- Memory
- 96 GB HBM3
- FP16 tensor
- 990 TFLOPS
- Bandwidth
- up to 4.0 TB/s
At a glance
Spec by spec. The longer bar is the better number.
Full specs
The complete spec sheet.
| Spec | NVIDIA B300 | NVIDIA GH200 |
|---|---|---|
| Architecture | Blackwell | Hopper |
| Memory | 288 GB | 96 GB |
| Memory type | HBM3e | HBM3 |
| Memory bandwidth | up to 8.0 TB/s | up to 4.0 TB/s |
| FP32 | 75 TFLOPS | 67 TFLOPS |
| FP16 tensor | 2250 TFLOPS | 990 TFLOPS |
| INT8 | 187.5 TOPS | 1979 TOPS |
| Power | up to 1400 W per GPU (TDP) | up to 1000 W per superchip (CPU, GPU and memory) |
| Form factor | SXM | Superchip |
| NVLink | Yes | One GPU |
| GPUs per node | 8 | 1 |
| Hourly price (live) | Not in stock right now | Not in stock right now |
Questions
B300 or GH200. What buyers ask first.
Other comparisons