DeepSeek's super-agent is 1.9x faster — but burns 3.8x the tokens

AIFlow_ML · x · 2026-11-03

AIFlow dissects a DeepSeek super-agent test writeup: tasks finish 1.9x faster, but the article's own table shows 3.8x token consumption — the speed comes from burning vastly more tokens. The author also argues the coding task in the test was just a time sink, and breaks down what the numbers actually measured and which practices are worth copying.

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