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cost effective in what sense? groq doesn't achieve high efficiency, only low latency. but that's not done in a cost-effective way. compare sambanova achieving the same performance with 8 chips instead of 568, and with higher precision.


The # of chips is not the most important metric.

Most important, even ignoring latency, is throughput (tokens) per $$$. And according to their own benchmark [1] (famous last words :)), they're quite cost efficient.

[1] https://www.semianalysis.com/p/groq-inference-tokenomics-spe...




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