Hit your next sub-X. Track every solve.

AO100 of 24.88s sits 3.2s above the median of the three most recent session peaks (21.68s), indicating that peak capacity already reaches the Sub-22 range while average performance lags. The 14-day slope of −0.18s/day confirms active improvement, but a stddev of 2.1s reflects execution inconsistency that is widening this gap rather than closing it.

Reduce inter-solve variance: the 2.1s standard deviation is the binding constraint. Shaving 0.5s off stddev adds more to AO100 than equivalent gains in single-solve speed at this tier.

The −0.18s/day 14-day slope places elimination of the Sub-20 gap at roughly 22 days at current trajectory, assuming variance holds. The phase tier gap is 1, meaning no algorithmic ceiling change is required; the work is consolidation, not learning.

Stddev has risen 0.3s over the past 30 days alongside the improving slope. This pattern (volatility_spike) often precedes a plateau if volume is increased without addressing the variance source. Adding solves before stabilizing execution risks reinforcing inconsistent technique.