Fuel Burn Down Cycle since Apr 3, 2026
NukeWorker's Operational Excellence Score 5-yr composite · ranks 9 of 94 ↓2
Operational
Excellence Score
Byron 1 ranks #9 of 94 active US units on NukeWorker's Operational Excellence Score over the 5-year window. Strongest area: Fuel Utilization (92th percentile). Weakest: B2B Avg Streak (54th 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 14 runs
| 2024-09-30 | 2026-03-02 | 518 days |
| 2023-03-25 | 2024-09-09 | 534 days |
| 2021-10-01 | 2023-03-06 | 521 days |
| 2020-03-27 | 2021-09-13 | 535 days |
| 2018-09-25 | 2020-03-09 | 531 days |
| 2017-03-27 | 2018-09-10 | 532 days |
| 2015-10-03 | 2017-02-27 | 513 days |
| 2012-10-08 | 2014-03-10 | 518 days |
| 2009-10-09 | 2011-03-14 | 521 days |
| 2008-04-15 | 2009-09-14 | 517 days |
| 2005-03-26 | 2006-09-11 | 534 days |
| 2003-10-14 | 2005-02-28 | 503 days |
| 2000-10-11 | 2002-03-12 | 517 days |
| 1999-05-18 | 2000-09-23 | 494 days |
Scram History 1 events since 2011
Outage Duration Trend
?Power History (12-Month)
?Outage Days by Year
?Facility Statistics
NukeWorker Member Ratings 34 votes
Facility Map
42.0744, -89.2824
