MI355X vs B200

Detailed comparison of specifications, performance, and pricing between AMD Instinct MI355X and B200

Comparing:
🏆
Overall Winner
MI355X
Wins 3 of 7 categories
Performance Leader
B200
4.5k TFLOPS (+0%)
💰
Price Leader
MI355X
$$25k (80% cheaper)

Difference Analysis

Metric
MI355X
Difference
B200
Tensor TFLOPS
-
=
4.5k
VRAM
288GB
+50%
192GB
Memory Bandwidth
8.0 TB/s
=
8.0 TB/s
Hardware Price
$$25k
-80%
$$45k
Cloud Price/hr
-
=
$3.75

Full Specifications

Specification MI355X B200 H100 NVL A100 SXM
Brand AMD NVIDIA NVIDIA NVIDIA
Series Data Center Data Center Data Center Data Center
Architecture CDNA4 Blackwell Hopper Ampere
VRAM 288GB 192GB 94GB 80GB
VRAM Type HBM3e HBM3e HBM3 HBM2e
Memory Bandwidth 8.0 TB/s 8.0 TB/s 3.9 TB/s 2.0 TB/s
FP16 TFLOPS - - 134.0 78.0
Tensor TFLOPS - 4.5k 2.0k 312.0
TDP 500W 1000W 400W 400W
Form Factor OAM SXM NVL SXM
Hardware Price $$25k $$45k $$35k $$12k
Cloud Price (min) - $3.75/hr $2.27/hr $1.30/hr

Which Should You Choose?

🧠

For AI Training

Large model training needs maximum VRAM and memory bandwidth.

Recommended: MI355X
288GB VRAM · 8.0 TB/s

For AI Inference

Inference prioritizes throughput and cost efficiency.

Recommended: B200
Best performance per dollar
💰

On a Budget

Get the most capability for your money.

Recommended: MI355X
$$25k · 80% cheaper

MI355X vs B200 FAQ

It depends on your use case. The B200 offers 0% better performance (4.5k vs - TFLOPS). However, the MI355X is 80% cheaper. For raw performance, choose B200. For value, consider your budget and workload requirements.

The MI355X has more VRAM with 288GB compared to 192GB (50% more). More VRAM is crucial for training large models and running inference on bigger batch sizes.

For AI training, the MI355X is generally better due to its larger VRAM (288GB). Large language models and deep learning workloads benefit significantly from more memory. However, if your models fit in 192GB, the cheaper option may be more cost-effective.

The MI355X is 80% cheaper at $$25k vs $$45k. When considering performance per dollar, evaluate your specific workload requirements to determine the best value.

The B200 actually offers 0% better performance. An "upgrade" to MI355X would be a downgrade in raw performance, though it may offer other benefits like lower power consumption or cost.

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