Box Score Limits
Outcome Can Mislead
Teams win games they did not control and lose games they structurally dominated. R-Factor distinguishes signal from surface narrative.
Decision Use
Higher-Leverage Reads
It helps identify when control was established, sustained, disrupted, or broken — a more useful framing for serious operators.
Structural Lens
Context Over Noise
R-Factor is built for environments where context, pressure, timing, and rhythm matter more than simplistic winner-only interpretation.