Prioritize Benchmark Work With RICE
Prioritize benchmark backlog items with Reach, Impact, Confidence, and Effort.
Choose two benchmark improvements before a model-selection gate. RICE = Reach x Impact x Confidence / Effort. Teams often prioritize the most visible benchmark artifact rather than the work most likely to change the decision. Fourteen ideas sit in one undifferentiated eval backlog. Backlog is ranked by decision value per effort point. Judge calibration Reach 600 cases x Impact 2 x Confidence 0.8 / Effort 4 = 240 High reach because every score depends on judge reliability. Fairness slice Reach 300 cases x Impact 3 x Confidence 0.6 / Effort 3 = 180 Could materially change launch risk. Dashboard polish…
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in