BANC Demand Forecast Accuracy: Error, Bias and Worst Miss, 6 October to 5 November 2026
The day-ahead demand forecast for BANC was off by 1.8% on average (mean absolute percentage error) over 646 hours from 6 October to 5 November 2026, and 94% of hours landed within 5% of the reading. Its bias was -0.2%: it ran close to balanced on average. The largest miss was 1,014 MW (36.5%) too low at 13 Oct 2026, 10:00 PDT (UTC-07:00). Dates and times are local (America/Los_Angeles).
Key Facts
- The day-ahead demand forecast for BANC was off by 1.8% on average (mean absolute percentage error) over 646 hours from 6 October to 5 November 2026, and 94% of hours landed within 5% of the reading. Its bias was -0.2%: it ran close to balanced on average. The largest miss was 1,014 MW (36.5%) too low at 13 Oct 2026, 10:00 PDT (UTC-07:00).
- Across 53 US grids ranked by average error over their own latest 30 day windows, BANC came 5 (1 is the smallest error).
- On average the forecast differed from reported demand by 35 MW, against average demand of 1,844 MW.
- The forecast was above reported demand in 50% of compared hours.
Forecast Error at a Glance
646 hours from 6 October to 5 November 2026Average error is the mean absolute percentage gap between the forecast and reported demand. Bias is the signed mean (-6 MW per hour on average): the forecast ran close to balanced on average. The worst miss was 1,014 MW (36.5%) too low at 13 Oct 2026, 10:00 PDT (UTC-07:00): forecast 1,763 MW, reported 2,777 MW.
Source: U.S. Energy Information Administration (EIA). (US Government work, public domain) Data as of 2026-11-05. Accuracy is computed by World Power Monitor from the operator's hourly forecast and reported demand.
Forecast and Reported Demand, Last 7 Days
Local time, to 5 Nov 2026, 05:00 PST (UTC-08:00)Show the data table (168 rows)
| Local hour | Reported demand | Day-ahead forecast |
|---|---|---|
| 29 Oct, 07:00 | 1,882 MW | 1,879 MW |
| 29 Oct, 08:00 | 1,892 MW | 1,881 MW |
| 29 Oct, 09:00 | 1,917 MW | 1,855 MW |
| 29 Oct, 10:00 | 1,865 MW | 1,800 MW |
| 29 Oct, 11:00 | 1,818 MW | 1,760 MW |
| 29 Oct, 12:00 | 1,815 MW | 1,727 MW |
| 29 Oct, 13:00 | 1,769 MW | 1,729 MW |
| 29 Oct, 14:00 | 1,730 MW | 1,735 MW |
| 29 Oct, 15:00 | 1,793 MW | 1,752 MW |
| 29 Oct, 16:00 | 1,817 MW | 1,800 MW |
| 29 Oct, 17:00 | 1,857 MW | 1,856 MW |
| 29 Oct, 18:00 | 1,930 MW | 1,936 MW |
| 29 Oct, 19:00 | 1,921 MW | 1,943 MW |
| 29 Oct, 20:00 | 1,889 MW | 1,895 MW |
| 29 Oct, 21:00 | 1,815 MW | 1,810 MW |
| 29 Oct, 22:00 | 1,707 MW | 1,692 MW |
| 29 Oct, 23:00 | 1,579 MW | 1,584 MW |
| 30 Oct, 00:00 | 1,589 MW | 1,561 MW |
| 30 Oct, 01:00 | 1,511 MW | 1,516 MW |
| 30 Oct, 02:00 | 1,455 MW | 1,459 MW |
| 30 Oct, 03:00 | 1,442 MW | 1,430 MW |
| 30 Oct, 04:00 | 1,468 MW | 1,454 MW |
| 30 Oct, 05:00 | 1,543 MW | 1,532 MW |
| 30 Oct, 06:00 | 1,694 MW | 1,682 MW |
| 30 Oct, 07:00 | 1,829 MW | 1,814 MW |
| 30 Oct, 08:00 | 1,855 MW | 1,836 MW |
| 30 Oct, 09:00 | 1,864 MW | 1,827 MW |
| 30 Oct, 10:00 | 1,852 MW | 1,796 MW |
| 30 Oct, 11:00 | 1,760 MW | 1,766 MW |
| 30 Oct, 12:00 | 1,766 MW | 1,743 MW |
| 30 Oct, 13:00 | 1,753 MW | 1,739 MW |
| 30 Oct, 14:00 | 1,783 MW | 1,745 MW |
| 30 Oct, 15:00 | 1,790 MW | 1,765 MW |
| 30 Oct, 16:00 | 1,805 MW | 1,804 MW |
| 30 Oct, 17:00 | 1,840 MW | 1,840 MW |
| 30 Oct, 18:00 | 1,890 MW | 1,895 MW |
| 30 Oct, 19:00 | 1,863 MW | 1,883 MW |
| 30 Oct, 20:00 | 1,815 MW | 1,829 MW |
| 30 Oct, 21:00 | 1,752 MW | 1,760 MW |
| 30 Oct, 22:00 | 1,673 MW | 1,680 MW |
| 30 Oct, 23:00 | 1,561 MW | 1,595 MW |
| 31 Oct, 00:00 | 1,559 MW | 1,575 MW |
| 31 Oct, 01:00 | 1,495 MW | 1,494 MW |
| 31 Oct, 02:00 | 1,442 MW | 1,433 MW |
| 31 Oct, 03:00 | 1,404 MW | 1,396 MW |
| 31 Oct, 04:00 | 1,402 MW | 1,395 MW |
| 31 Oct, 05:00 | 1,435 MW | 1,427 MW |
| 31 Oct, 06:00 | 1,495 MW | 1,495 MW |
| 31 Oct, 07:00 | 1,576 MW | 1,583 MW |
| 31 Oct, 08:00 | 1,631 MW | 1,628 MW |
| 31 Oct, 09:00 | 1,673 MW | 1,666 MW |
| 31 Oct, 10:00 | 1,698 MW | 1,669 MW |
| 31 Oct, 11:00 | 1,634 MW | 1,641 MW |
| 31 Oct, 12:00 | 1,652 MW | 1,625 MW |
| 31 Oct, 13:00 | 1,611 MW | 1,628 MW |
| 31 Oct, 14:00 | 1,727 MW | 1,649 MW |
| 31 Oct, 15:00 | 1,736 MW | 1,682 MW |
| 31 Oct, 16:00 | 1,746 MW | 1,726 MW |
| 31 Oct, 17:00 | 1,749 MW | 1,780 MW |
| 31 Oct, 18:00 | 1,748 MW | 1,839 MW |
| 31 Oct, 19:00 | 1,693 MW | 1,840 MW |
| 31 Oct, 20:00 | 1,671 MW | 1,801 MW |
| 31 Oct, 21:00 | 1,652 MW | 1,748 MW |
| 31 Oct, 22:00 | 1,586 MW | 1,666 MW |
| 31 Oct, 23:00 | 1,500 MW | 1,568 MW |
| 1 Nov, 00:00 | 1,506 MW | 1,508 MW |
| 1 Nov, 01:00 | 1,453 MW | 1,450 MW |
| 1 Nov, 01:00 | 1,396 MW | 1,404 MW |
| 1 Nov, 02:00 | 1,379 MW | 1,390 MW |
| 1 Nov, 03:00 | 1,368 MW | 1,421 MW |
| 1 Nov, 04:00 | 1,383 MW | 1,465 MW |
| 1 Nov, 05:00 | 1,427 MW | 1,516 MW |
| 1 Nov, 06:00 | 1,492 MW | 1,548 MW |
| 1 Nov, 07:00 | 1,551 MW | 1,556 MW |
| 1 Nov, 08:00 | 1,574 MW | 1,556 MW |
| 1 Nov, 09:00 | 1,563 MW | 1,544 MW |
| 1 Nov, 10:00 | 1,550 MW | 1,548 MW |
| 1 Nov, 11:00 | 1,589 MW | 1,566 MW |
| 1 Nov, 12:00 | 1,531 MW | 1,597 MW |
| 1 Nov, 13:00 | 1,555 MW | 1,650 MW |
| 1 Nov, 14:00 | 1,612 MW | 1,725 MW |
| 1 Nov, 15:00 | 1,836 MW | 1,836 MW |
| 1 Nov, 16:00 | 1,748 MW | 1,928 MW |
| 1 Nov, 17:00 | 1,864 MW | 1,922 MW |
| 1 Nov, 18:00 | 1,866 MW | 1,873 MW |
| 1 Nov, 19:00 | 1,821 MW | 1,819 MW |
| 1 Nov, 20:00 | 1,768 MW | 1,735 MW |
| 1 Nov, 21:00 | 1,682 MW | 1,633 MW |
| 1 Nov, 22:00 | 1,582 MW | 1,522 MW |
| 1 Nov, 23:00 | 1,483 MW | n/a |
| 2 Nov, 00:00 | 1,498 MW | n/a |
| 2 Nov, 01:00 | 1,445 MW | n/a |
| 2 Nov, 02:00 | 1,424 MW | n/a |
| 2 Nov, 03:00 | 1,414 MW | n/a |
| 2 Nov, 04:00 | 1,457 MW | n/a |
| 2 Nov, 05:00 | 1,574 MW | n/a |
| 2 Nov, 06:00 | 1,750 MW | n/a |
| 2 Nov, 07:00 | 1,846 MW | n/a |
| 2 Nov, 08:00 | 1,814 MW | n/a |
| 2 Nov, 09:00 | 2,693 MW | n/a |
| 2 Nov, 10:00 | 1,772 MW | n/a |
| 2 Nov, 11:00 | 1,788 MW | n/a |
| 2 Nov, 12:00 | 1,828 MW | n/a |
| 2 Nov, 13:00 | 1,825 MW | n/a |
| 2 Nov, 14:00 | 1,846 MW | n/a |
| 2 Nov, 15:00 | 1,850 MW | n/a |
| 2 Nov, 16:00 | 1,902 MW | n/a |
| 2 Nov, 17:00 | 2,006 MW | n/a |
| 2 Nov, 18:00 | 1,983 MW | n/a |
| 2 Nov, 19:00 | 1,937 MW | n/a |
| 2 Nov, 20:00 | 1,884 MW | n/a |
| 2 Nov, 21:00 | 1,794 MW | n/a |
| 2 Nov, 22:00 | 1,677 MW | n/a |
| 2 Nov, 23:00 | 1,550 MW | n/a |
| 3 Nov, 00:00 | 1,558 MW | 1,541 MW |
| 3 Nov, 01:00 | 1,503 MW | n/a |
| 3 Nov, 02:00 | 1,451 MW | n/a |
| 3 Nov, 03:00 | 1,440 MW | n/a |
| 3 Nov, 04:00 | 1,483 MW | n/a |
| 3 Nov, 05:00 | 1,599 MW | n/a |
| 3 Nov, 06:00 | 1,759 MW | n/a |
| 3 Nov, 07:00 | 1,871 MW | n/a |
| 3 Nov, 08:00 | 1,899 MW | n/a |
| 3 Nov, 09:00 | 1,895 MW | n/a |
| 3 Nov, 10:00 | 1,972 MW | n/a |
| 3 Nov, 11:00 | 1,956 MW | n/a |
| 3 Nov, 12:00 | 1,927 MW | n/a |
| 3 Nov, 13:00 | 1,929 MW | n/a |
| 3 Nov, 14:00 | 1,894 MW | n/a |
| 3 Nov, 15:00 | 1,904 MW | n/a |
| 3 Nov, 16:00 | 1,940 MW | n/a |
| 3 Nov, 17:00 | 2,032 MW | n/a |
| 3 Nov, 18:00 | 2,023 MW | n/a |
| 3 Nov, 19:00 | 1,973 MW | n/a |
| 3 Nov, 20:00 | 1,923 MW | n/a |
| 3 Nov, 21:00 | 1,830 MW | n/a |
| 3 Nov, 22:00 | 1,712 MW | n/a |
| 3 Nov, 23:00 | 1,580 MW | n/a |
| 4 Nov, 00:00 | 1,590 MW | 1,573 MW |
| 4 Nov, 01:00 | 1,526 MW | 1,519 MW |
| 4 Nov, 02:00 | 1,472 MW | 1,474 MW |
| 4 Nov, 03:00 | 1,448 MW | 1,458 MW |
| 4 Nov, 04:00 | 1,507 MW | 1,494 MW |
| 4 Nov, 05:00 | 1,600 MW | 1,602 MW |
| 4 Nov, 06:00 | 1,781 MW | 1,769 MW |
| 4 Nov, 07:00 | 1,859 MW | 1,862 MW |
| 4 Nov, 08:00 | 1,833 MW | 1,838 MW |
| 4 Nov, 09:00 | 1,762 MW | 1,793 MW |
| 4 Nov, 10:00 | 1,715 MW | 1,754 MW |
| 4 Nov, 11:00 | 1,673 MW | 1,714 MW |
| 4 Nov, 12:00 | 1,670 MW | 1,703 MW |
| 4 Nov, 13:00 | 1,687 MW | 1,718 MW |
| 4 Nov, 14:00 | 1,740 MW | 1,760 MW |
| 4 Nov, 15:00 | 1,780 MW | 1,817 MW |
| 4 Nov, 16:00 | 1,868 MW | 1,906 MW |
| 4 Nov, 17:00 | 1,974 MW | 2,028 MW |
| 4 Nov, 18:00 | 1,961 MW | 2,001 MW |
| 4 Nov, 19:00 | 1,922 MW | 1,944 MW |
| 4 Nov, 20:00 | 1,884 MW | 1,895 MW |
| 4 Nov, 21:00 | 1,807 MW | 1,797 MW |
| 4 Nov, 22:00 | 1,694 MW | 1,678 MW |
| 4 Nov, 23:00 | 1,587 MW | 1,576 MW |
| 5 Nov, 00:00 | 1,594 MW | 1,578 MW |
| 5 Nov, 01:00 | 1,523 MW | 1,513 MW |
| 5 Nov, 02:00 | 1,479 MW | 1,470 MW |
| 5 Nov, 03:00 | 1,467 MW | 1,456 MW |
| 5 Nov, 04:00 | 1,501 MW | 1,496 MW |
| 5 Nov, 05:00 | 1,612 MW | 1,612 MW |
Assumptions
- Only hours with both a forecast and a positive demand reading count (646 of 720 hours in the window). Missing and zero values, and readings under 30% or over 3 times the grid's own median for the window, are treated as reporting faults and left out.
- Error is (forecast minus reported demand) divided by reported demand; average error uses absolute values so high and low misses do not cancel. Bias keeps the sign and does cancel.
- Reported demand is preliminary and may be revised. A 30 day window is a short sample and one heat wave or holiday can move these figures.
- US figures are for the EIA balancing authority or region named on this page. US and European grids are ranked separately.
Related
Cite this page
World Power Monitor. (2026). BANC Demand Forecast Accuracy: Error, Bias and Worst Miss. https://worldpowermonitor.com/forecast-accuracy/banc/
World Power Monitor. BANC Demand Forecast Accuracy: Error, Bias and Worst Miss. Data as of 2026-11-05. Data from U.S. Energy Information Administration. https://worldpowermonitor.com/forecast-accuracy/banc/
@misc{wpm_forecast_accuracy_banc_2026,
title = {{BANC Demand Forecast Accuracy: Error, Bias and Worst Miss}},
author = {{World Power Monitor}},
year = {2026},
note = {Data as of 2026-11-05. Data from U.S. Energy Information Administration.},
url = {https://worldpowermonitor.com/forecast-accuracy/banc/}
} Permalink: https://worldpowermonitor.com/forecast-accuracy/banc/
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