aiqbench analysis
NVIDIA's Blackwell platform has set a new industry benchmark for AI infrastructure by achieving record-breaking training speeds at an unprecedented 8,192-GPU scale using NVL72 systems. This milestone validates the critical role of advanced interconnects like fifth-generation NVLink and specialized architectures such as mixture-of-experts (MoE) in handling increasingly complex models. For developers building large-scale AI, this demonstrates that hardware efficiency now directly correlates with faster time-to-revenue for next-generation model training workloads.
NVIDIA Blackwell Achieves Record Training Scale With 8,192 GPUs

NVIDIA Blackwell led across every category in MLPerf Training 6.0, demonstrating fastest training times and the largest scale with 8,192 GPUs using NVIDIA Blackwell NVL72 systems. The platform’s performance, scale, and reliability are critical as AI models continue to grow in size and complexity.
NVIDIA has achieved the largest-scale training demonstrated in MLPerf Training 6.0, utilizing systems with 8,192 GPUs. The company’s Blackwell platform led across every category in the latest industry benchmarks, signifying increased infrastructure capacity as artificial intelligence models grow in size and complexity. This round of testing included two new mixture-of-experts (MoE) pretraining workloads, DeepSeek-V3 671B and GPT-OSS-20B, reflecting a shift toward these increasingly complex AI architectures, and NVIDIA was the only platform submitted across all seven benchmarks. NVIDIA combines performance, scale, and reliability in a single platform engineered to enable AI model builders to launch models faster, minimize training costs, and begin generating revenue sooner. NVIDIA Blackwell Achieves…
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