GPU comparison
B200 vs H200.
The B200 is ahead on memory (180 GB vs 141 GB) and speed (2.3x the FP16 throughput and 67% more memory bandwidth). The H200 makes sense when your model fits in 141 GB and its hourly price is lower.
Rent either on Runcrate
- B200from $7.93/hr
$0.044 per GB/hr$0.35 per 100 TFLOPS/hr
Reserve a cluster - H200Cheaperfrom $4.63/hr
$0.033 per GB/hr$0.47 per 100 TFLOPS/hr
Launch H200
Live hourly price, then per GB of memory and per 100 FP16 TFLOPS.
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
B200: 1 GPU, 110 GB spare
H200: 1 GPU, 71 GB spare
B200. Same GPU count, 67% more memory bandwidth.
Serve an 8B model in 16-bit weights
16 GB of 16-bit weights
B200: 1 GPU, 164 GB spare
H200: 1 GPU, 125 GB spare
B200. Same GPU count, 67% more memory bandwidth.
Fine-tune a 70B model with QLoRA
About 46 GB with 4-bit weights
B200: 1 GPU, 134 GB spare
H200: 1 GPU, 95 GB spare
B200. Same GPU count, 2.3x the FP16 throughput.
Train on a full node
FP16 tensor throughput per node
B200: 8x, 18,000 TFLOPS, NVLink
H200: 8x, 7,912 TFLOPS, NVLink
B200. 2.3x the FP16 throughput per GPU.
Throughput per watt
FP16 TFLOPS per 100 W of TDP
B200: 225 TFLOPS per 100 W
H200: 141 TFLOPS per 100 W
B200. 59% more FP16 per watt.
Compare another pair
Blackwell
NVIDIA B200
- Memory
- 180 GB HBM3e
- FP16 tensor
- 2250 TFLOPS
- Bandwidth
- 8.0 TB/s
Hopper
NVIDIA H200
- Memory
- 141 GB HBM3e
- FP16 tensor
- 989 TFLOPS
- Bandwidth
- 4.8 TB/s
At a glance
Spec by spec. The longer bar is the better number.
Full specs
The complete spec sheet.
| Spec | NVIDIA B200 | NVIDIA H200 |
|---|---|---|
| Architecture | Blackwell | Hopper |
| Memory | 180 GB | 141 GB |
| Memory type | HBM3e | HBM3e |
| Memory bandwidth | 8.0 TB/s | 4.8 TB/s |
| FP32 | 75 TFLOPS | 67 TFLOPS |
| FP16 tensor | 2250 TFLOPS | 989 TFLOPS |
| INT8 | 4500 TOPS | 2680 TOPS |
| TDP | 1000 W | 700 W |
| Form factor | SXM | SXM |
| NVLink | Yes | Yes |
| GPUs per node | 8 | 8 |
| Hourly price (live) | from $7.93/hr | from $4.63/hr |
Questions
B200 or H200. What buyers ask first.
Other comparisons