AMD Instinct MI210 vs H100 PCIe

Detailed comparison of specifications, performance, and pricing between AMD Instinct MI210 and H100 PCIe

Comparing:
🏆
Overall Winner
H100 PCIe
Wins 4 of 7 categories
Performance Leader
H100 PCIe
1.5k TFLOPS (+318%)
The H100 PCIe is 318% faster.

Difference Analysis

Metric
AMD Instinct MI210
Difference
H100 PCIe
Tensor TFLOPS
362.0
-318%
1.5k
VRAM
64GB
-25%
80GB
Memory Bandwidth
1.6 TB/s
-22%
2.0 TB/s
Hardware Price
-
=
$$28k
Cloud Price/hr
-
=
$2.89

Full Specifications

Specification AMD Instinct MI210 H100 PCIe
Brand AMD NVIDIA
Series Data Center Data Center
Architecture CDNA 2 Hopper
VRAM 64GB 80GB
VRAM Type HBM2E HBM2e
Memory Bandwidth 1.6 TB/s 2.0 TB/s
FP16 TFLOPS 181.0 102.0
Tensor TFLOPS 362.0 1.5k
TDP 300W 350W
Form Factor - PCIe
Hardware Price - $$28k
Cloud Price (min) - $2.89/hr

Which Should You Choose?

🧠

For AI Training

Large model training needs maximum VRAM and memory bandwidth.

Recommended: H100 PCIe
80GB VRAM · 2.0 TB/s

For AI Inference

Inference prioritizes throughput and cost efficiency.

Recommended: H100 PCIe
Best performance per dollar

AMD Instinct MI210 vs H100 PCIe FAQ

It depends on your use case. The H100 PCIe offers 318% better performance (1.5k vs 362.0 TFLOPS). For raw performance, choose H100 PCIe. For value, consider your budget and workload requirements.

The H100 PCIe has more VRAM with 80GB compared to 64GB (25% more). More VRAM is crucial for training large models and running inference on bigger batch sizes.

For AI training, the H100 PCIe is generally better due to its larger VRAM (80GB). Large language models and deep learning workloads benefit significantly from more memory. However, if your models fit in 64GB, the cheaper option may be more cost-effective.

Price comparison requires both GPUs to have available pricing data. Check individual GPU pages for current market prices.

The H100 PCIe actually offers 318% better performance. An "upgrade" to AMD Instinct MI210 would be a downgrade in raw performance, though it may offer other benefits like lower power consumption or cost.

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