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Benchmarking Performance
At Thermal Live & Data Center Cooling Days, Molten Dynamics CTO Dr. Andrew Miner, CEO Mick Wilcox, and host Curtis Honeycutt evaluated why standard liquid cooling fails as chip TDPs scale past 1,000 watts, and how gallium-based liquid metal loops resolve the bottleneck. Here is the technical breakdown from the presentation. Thermal Constraints of High-Density…
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Benchmarking Performance
Thermal limits rarely announce themselves as a single, obvious failure. They surface as throttling, reduced sustained clock rates, and performance variability across nodes that appear identical on paper. In AI and HPC workloads, this distinction matters. These systems run at high utilization for extended periods. Peak performance during short benchmarks doesn’t determine throughput, cost efficiency,…
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Benchmarking Performance
“Diamonds may be forever, but in cooling, forever isn’t fast enough.” – Molten Dynamics For decades, diamond has been considered the pinnacle of thermal performance. With conductivity around 2,200 W/m·K, it’s long been the go-to choice for high-end heat spreaders in aerospace, RF, and elite compute packages. But in AI and HPC environments, the needs…
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Benchmarking Performance
“Bold claims are easy. Benchmarks are better.” – Molten Dynamics. We say liquid metal cools better than water. A lot better. But how much better, exactly? In this post, we’ll walk through a head-to-head benchmark comparing Molten Dynamics’ liquid metal cooling loop to a state-of-the-art water-cooled microchannel system. Using publicly available geometries from NVIDIA-adjacent academic…
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Benchmarking Performance
“The GPU didn’t change. The coolant did.” – Molten Dynamics Simulation Team The modern GPU is a thermal monster. What started as a 300W curiosity now stretches to 2,000W and beyond. The question isn’t if chips will break 2kW; they already have. The real question is: Can your cooling system keep up? With liquid metal,…