B200 vs MI300

Detailed comparison of specifications, performance, and pricing between NVIDIA B200 and AMD Instinct MI300

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Overall Winner
B200
Wins 5 of 7 categories
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Performance Leader
B200
4.5k TFLOPS (+818%)
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Price Leader
MI300
$$15k (200% cheaper)
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Best Value ($/TFLOPS)
B200
$10/TFLOPS
The B200 is 818% faster, but the MI300 is 200% cheaper.

Difference Analysis

Metric
B200
Difference
MI300
Tensor TFLOPS
4.5k
+818%
490.3
VRAM
192GB
+50%
128GB
Memory Bandwidth
8.0 TB/s
+51%
5.3 TB/s
Hardware Price
$$45k
+200%
$$15k
Cloud Price/hr
$3.75
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Full Specifications

Specification B200 MI300
Brand NVIDIA AMD
Series Data Center Data Center
Architecture Blackwell CDNA3
VRAM 192GB 128GB
VRAM Type HBM3e HBM3
Memory Bandwidth 8.0 TB/s 5.3 TB/s
FP16 TFLOPS - 490.3
Tensor TFLOPS 4.5k -
TDP 1000W 750W
Form Factor SXM OAM
Hardware Price $$45k $$15k
Cloud Price (min) $3.75/hr -

Which Should You Choose?

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For AI Training

Large model training needs maximum VRAM and memory bandwidth.

Recommended: B200
192GB VRAM ยท 8.0 TB/s
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For AI Inference

Inference prioritizes throughput and cost efficiency.

Recommended: B200
Best performance per dollar
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On a Budget

Get the most capability for your money.

Recommended: MI300
$$15k ยท 200% cheaper

B200 vs MI300 FAQ

It depends on your use case. The B200 offers 818% better performance (4.5k vs 490.3 TFLOPS). However, the MI300 is 200% cheaper. For raw performance, choose B200. For value, consider your budget and workload requirements.

The B200 has more VRAM with 192GB compared to 128GB (50% 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 128GB, the cheaper option may be more cost-effective.

The MI300 is 200% cheaper at $$15k vs $$45k. When considering performance per dollar, evaluate your specific workload requirements to determine the best value.

Upgrading to B200 would give you 818% more performance and 50% more VRAM. The upgrade cost difference is approximately $$30k. Consider if your workloads are bottlenecked by current GPU capabilities.