Fuel Burn Down Cycle since Nov 16, 2025
NukeWorker's Operational Excellence Score 5-yr composite · ranks 65 of 94 →
Operational
Excellence Score
Wolf Creek 1 ranks #65 of 94 active US units on NukeWorker's Operational Excellence Score over the 5-year window. Strongest area: Startup Duration (83th percentile). Weakest: Refuel Duration (11th percentile).
Per-dimension breakdown (7 metrics)
Each dimension's percentile is computed across the active US fleet (94 units with sufficient history). Sub-score = average of its component percentiles. Composite = average of the three sub-scores. 5-year window. View full leaderboard →
Methodology
NukeWorker's Operational Excellence Score is a composite ranking that combines 7 publicly observable performance metrics into a single 0-100 number per US nuclear unit.
How it's computed: Each unit's raw value is converted to a percentile (0-100) within the 94 active US units that have at least 2 completed refueling cycles. The 7 percentiles are averaged into 3 sub-scores (Reliability, Efficiency, Discipline), and those are averaged into the final composite.
Active window — 5-year:
- Reliability — Capacity factor (5yr), forced outage days/yr (5yr), B2B avg streak (lifetime)
- Efficiency — in-cycle fuel utilization (3yr), median refuel duration (5yr)
- Discipline — robust mean startup duration, scrams/yr (5yr, annualised)
Cohort rankings: alongside the fleet rank, each unit gets ranked within its reactor type (PWR/BWR), containment design (Ice Condenser, Mark I, etc.), and cycle length (12/18/24-month). Useful for apples-to-apples comparisons.
What's excluded: subjective community ratings, confidential INPO ratings, financial metrics. We only use publicly available NRC + cycle data.
Why three windows? 5yr (default) is the industry standard. 3yr captures recent operational changes and post-pandemic recovery. Lifetime gives newer units a fair comparison and reveals long-term consistency.
Edge cases: units with fewer than 2 cycles (e.g., Vogtle 4) show "Provisional". Decommissioned units excluded.
Refresh cadence: recomputed daily. Each window cached separately.
A data-derived proxy for operational performance; not affiliated with INPO. INPO ratings are confidential and qualitative — ours is public and quantitative.
Capacity Factor (365-Day)
Breaker-to-Breaker Runs 6 runs
| 2022-11-21 | 2024-03-28 | 493 days |
| 2018-05-18 | 2019-09-21 | 491 days |
| 2016-11-21 | 2018-03-31 | 495 days |
| 2015-05-02 | 2016-09-03 | 490 days |
| 2005-05-19 | 2006-10-07 | 506 days |
| 2000-11-07 | 2002-03-23 | 501 days |
Scram History 6 events since 2011
Outage Duration Trend
?Power History (12-Month)
?Outage Days by Year
?Facility Statistics
NukeWorker Member Ratings 35 votes
Facility Map
38.2406, -95.6886
