B200 vs H200

Detailed comparison of specifications, performance, and pricing between NVIDIA B200 and NVIDIA H200 SXM

๐Ÿ†
Overall Winner
B200
Wins 5 of 7 categories
โšก
Performance Leader
B200
4.5k TFLOPS (+127%)
๐Ÿ’ฐ
Price Leader
H200
$$38k (18% cheaper)
๐Ÿ“Š
Best Value ($/TFLOPS)
B200
$10/TFLOPS
The B200 is 127% faster, but the H200 is 18% cheaper.

Difference Analysis

Metric
B200
Difference
H200
Tensor TFLOPS
4.5k
+127%
2.0k
VRAM
192GB
+36%
141GB
Memory Bandwidth
8.0 TB/s
+67%
4.8 TB/s
Hardware Price
$$45k
+18%
$$38k
Cloud Price/hr
$3.75
+63%
$2.30

Full Specifications

Specification B200 H200 AMD Instinct MI250
Brand NVIDIA NVIDIA AMD
Series Data Center Data Center Data Center
Architecture Blackwell Hopper CDNA 2
VRAM 192GB 141GB 128GB
VRAM Type HBM3e HBM3e HBM2E
Memory Bandwidth 8.0 TB/s 4.8 TB/s 3.3 TB/s
FP16 TFLOPS - 134.0 362.0
Tensor TFLOPS 4.5k 2.0k 724.0
TDP 1000W 700W 500W
Form Factor SXM SXM -
Hardware Price $$45k $$38k -
Cloud Price (min) $3.75/hr $2.30/hr -

Which Should You Choose?

๐Ÿง 

For AI Training

Large model training needs maximum VRAM and memory bandwidth.

Recommended: B200
192GB VRAM ยท 8.0 TB/s
โšก

For AI Inference

Inference prioritizes throughput and cost efficiency.

Recommended: B200
Best performance per dollar
๐Ÿ’ฐ

On a Budget

Get the most capability for your money.

Recommended: H200
$$38k ยท 18% cheaper
โ˜๏ธ

For Cloud Rental

Minimize hourly costs for cloud workloads.

Recommended: H200
From $2.30/hr

B200 vs H200 FAQ

It depends on your use case. The B200 offers 127% better performance (4.5k vs 2.0k TFLOPS). However, the H200 is 18% cheaper. For raw performance, choose B200. For value, consider your budget and workload requirements.

The B200 has more VRAM with 192GB compared to 141GB (36% more). More VRAM is crucial for training large models and running inference on bigger batch sizes.

For AI training, the B200 is generally better due to its larger VRAM (192GB). Large language models and deep learning workloads benefit significantly from more memory. However, if your models fit in 141GB, the cheaper option may be more cost-effective.

The H200 is 18% cheaper at $$38k vs $$45k. When considering performance per dollar, evaluate your specific workload requirements to determine the best value.

Upgrading to B200 would give you 127% more performance and 36% more VRAM. The upgrade cost difference is approximately $$7.0k. Consider if your workloads are bottlenecked by current GPU capabilities.