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race analysis

Identical Normalized Power, Different Result: Why Your Race File Hides the Real Story

March 3, 2026
crit racing

Every coach has seen it: an athlete comes back frustrated, and the file looks… fine. Normalized Power (NP) is close. Peak power still pops. HR doesn’t look outrageous. But the race felt messy, and the result confirms it. Here are two races one year apart that look similar on paper — until you zoom in…

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