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Independent research from Scientifica.ai analyzed 87 operator-led funds and 124 traditional funds. The findings are unambiguous: Operator-led funds outperform traditional venture capital by 1.7x in early-stage returns. Here's what the data shows — and why the structural advantage is widest exactly where GWC operates.