The four advanced metrics most worth a fantasy manager's time for evaluating running backs are Expected Fantasy Points (xFP), Elusive Rating and Yards After Contact, Yards Per Route Run (YPRR), and Success Rate. Each answers a different question that rushing yards and touchdowns cannot: whether a back's workload is genuinely valuable, whether he creates yards himself, whether he produces efficiently as a receiver, and whether he contributes reliably down after down. Together they form a profile that separates sustainable production from numbers propped up by favorable situations or unstable scoring rates.
Beyond the Box Score: Why Advanced Metrics Matter for RBs
Standard statistics show touches, yards, and touchdowns, but as fantasy analyst Cory Bonini explains in his running back analytics coverage for Yahoo Sports, they do not always explain whether that production came from valuable workload, strong blocking, receiving usage, or the runner's own creation. That distinction is the entire game. Two backs with identical yardage totals can sit on completely different foundations—one built on high-value opportunities likely to continue, the other on a touchdown rate or blocking environment likely to regress.
Advanced metrics offer a clearer distinction between a running back's inherent value and production influenced by temporary factors or inconsistent scoring . These tools complement traditional analysis, empowering fantasy managers to make more informed choices for their drafts, trades, and weekly lineups . The four metrics below were selected because each isolates a distinct dimension of a back's profile—opportunity, individual talent, receiving efficiency, and consistency—and because each is more informative than the corresponding standard statistic.
Metric 1: Expected Fantasy Points (xFP) — Valuing Workload Quality
Expected Fantasy Points quantifies the value of a running back's workload rather than merely its volume. Bonini calls xFP the No. 1 running back stat for exactly this reason: it weighs each carry and target by the scoring opportunity it represented, rather than treating a goal-line plunge and a carry stuffed at the twenty as equivalent touches.
The practical payoff is separating opportunity from execution. A back whose actual fantasy output lags well behind his expected points has been producing in valuable situations but failing to convert them—a potential bounce-back candidate if his role holds. A back whose output far exceeds his expected points may have been propped up by unstable scoring rates. Touch counts alone cannot make either distinction, which is why xFP is a key workload-quality lens rather than just another counting stat.
