Predicting Team Performance

Team performance is not the sum of individual capabilities. A team of individually exceptional people can underperform a team of individually average people if the profile composition creates friction that consumes energy without producing output. Behavioral composition is the variable that traditional performance analysis misses — and it explains why some teams with all-star rosters fail and some teams with modest talent succeed.

1. Complementarity Score How many complementary pairs exist in the team? Each complementary pair — DC, IS, DI, CS — is a productivity engine that covers both dimensions' blind spots. A team with three complementary pairs has more balanced output than a team with zero, regardless of individual talent.
2. Gap Severity How severe is the team's weakest dimension gap? A team with no member above S:40 has a severe steadiness gap. The gap does not just affect steadiness-related tasks — it affects team stability, change management, and maintenance of existing work. Severe gaps compound over time.
3. Collision Density How many high-friction pairings exist? Each unmanaged collision consumes team energy without producing output. A team with four D-S collisions and no structural accommodations will spend a measurable percentage of its capacity managing friction instead of producing results.