• Reliability — capacity factor, forced outage days, B2B avg streak
• Efficiency — fuel utilization, refuel duration
• Discipline — startup duration, scram count
Each unit's metric is converted to a percentile across the active fleet. Sub-score = average of its components; composite = average of the three sub-scores. Use the time-window toggle below to switch between 3yr / 5yr / lifetime.
Operational
Excellence Score
McGuire 1 ranks #17 of 94 active US units on NukeWorker's Operational Excellence Score over the 5-year window. Strongest area: Fuel Utilization (96th percentile). Weakest: Refuel Duration (29th 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.
Outage Duration Trend
Cycle Length History
Startup Duration Trend
Fuel Burn Down Cycle since Apr 21, 2025
Power History
| Type ⇅ | Actual Start ⇅ | Actual End ⇅ | Duration ⇅ | Days Online ⇅ | Scheduled | Delta |
|---|---|---|---|---|---|---|
|
Scram
# 58101
|
2025-12-30 | 2026-01-02 | 4 | 254d | - | - |
|
Scheduled
|
2025-04-02 | 2025-04-20 | 19 | 526d | 2025-03-29 | +4d |
|
Scheduled
|
2023-09-16 | 2023-10-24 | 39 | 496d | 2023-09-16 | 0d |
|
Scheduled
|
2022-04-02 | 2022-05-08 | 37 | 529d | 2022-03-26 | +7d |
|
Scheduled
|
2020-09-19 | 2020-10-20 | 32 | 504d | 2020-09-26 | -7d |
|
Scram
# 54047
|
2019-05-04 | 2019-05-04 | 1 | 18d | - | - |
|
Scheduled
|
2019-03-23 | 2019-04-16 | 25 | 399d | 2019-03-23 | 0d |
|
Scram
# 53217
|
2018-02-17 | 2018-02-17 | 1 | 124d | - | - |
|
Scheduled
|
2017-09-23 | 2017-10-16 | 24 | 525d | 2017-09-23 | 0d |
|
Scheduled
|
2016-03-19 | 2016-04-16 | 29 | 400d | 2016-03-19 | 0d |
|
Unscheduled
|
2015-02-07 | 2015-02-13 | 7 | 85d | - | - |
|
Scheduled
|
2014-09-13 | 2014-11-14 | 63 | 302d | 2014-09-13 | 0d |
|
Scram
# 49538
|
2013-11-15 | 2013-11-15 | 1 | 207d | - | - |
|
Scheduled
|
2013-03-17 | 2013-04-22 | 37 | 22d | 2013-03-16 | +1d |
|
Scram
# 48775
|
2013-02-22 | 2013-02-23 | 2 | 497d | - | - |
|
Scheduled
|
2011-09-18 | 2011-10-14 | 27 | 237d | 2011-09-17 | +1d |
|
Scram
# 46559
|
2011-01-21 | 2011-01-24 | 4 | 221d | - | - |
|
Unscheduled
|
2010-06-13 | 2010-06-14 | 2 | 57d | - | - |
|
Scheduled
|
2010-03-14 | 2010-04-17 | 35 | 487d | 2010-03-13 | +1d |
|
Scheduled
|
2008-09-21 | 2008-11-12 | 53 | 84d | 2008-09-20 | +1d |
|
Unscheduled
|
2008-06-27 | 2008-06-29 | 3 | 397d | - | - |
|
Scheduled
SGR/Major
|
2007-03-11 | 2007-05-27 | 78 | 448d | 2007-03-10 | +1d |
|
Unscheduled
|
2005-12-17 | 2005-12-18 | 2 | 60d | - | - |
|
Scheduled
|
2005-09-18 | 2005-10-18 | 31 | 312d | 2005-09-17 | +1d |
|
Unscheduled
|
2004-10-19 | 2004-11-10 | 23 | 191d | - | - |
|
Scheduled
|
2004-03-07 | 2004-04-11 | 36 | 515d | 2004-03-06 | +1d |
|
Scheduled
|
2002-09-14 | 2002-10-09 | 26 | 192d | 2002-09-14 | 0d |
|
Unscheduled
|
2002-03-05 | 2002-03-06 | 2 | 323d | - | - |
|
Scheduled
|
2001-03-10 | 2001-04-16 | 38 | 41d | 2001-03-10 | 0d |
|
Unscheduled
|
2001-01-24 | 2001-01-28 | 5 | 242d | - | - |
|
Unscheduled
|
2000-05-26 | 2000-05-27 | 2 | 204d | - | - |
|
Scheduled
|
1999-09-18 | 1999-11-04 | 48 | - | 1999-09-18 | 0d |