ISO-NE Demand Forecast Accuracy: Error, Bias and Worst Miss, 13 October to 12 November 2026
The day-ahead demand forecast for ISO-NE was off by 3.6% on average (mean absolute percentage error) over 719 hours from 13 October to 12 November 2026, and 71% of hours landed within 5% of the reading. Its bias was -3.1%: it ran low on average, an under forecast. The largest miss was 1,662 MW (17.6%) too low at 23 Oct 2026, 11:00 EDT (UTC-04:00). Dates and times are local (America/New_York).
Key Facts
- The day-ahead demand forecast for ISO-NE was off by 3.6% on average (mean absolute percentage error) over 719 hours from 13 October to 12 November 2026, and 71% of hours landed within 5% of the reading. Its bias was -3.1%: it ran low on average, an under forecast. The largest miss was 1,662 MW (17.6%) too low at 23 Oct 2026, 11:00 EDT (UTC-04:00).
- Across 53 US grids ranked by average error over their own latest 30 day windows, ISO-NE came 25 (1 is the smallest error).
- On average the forecast differed from reported demand by 380 MW, against average demand of 11,615 MW.
- The forecast was above reported demand in 22% of compared hours.
Forecast Error at a Glance
719 hours from 13 October to 12 November 2026Average error is the mean absolute percentage gap between the forecast and reported demand. Bias is the signed mean (-321 MW per hour on average): the forecast ran low on average, an under forecast. The worst miss was 1,662 MW (17.6%) too low at 23 Oct 2026, 11:00 EDT (UTC-04:00): forecast 7,760 MW, reported 9,422 MW.
Source: U.S. Energy Information Administration (EIA). (US Government work, public domain) Data as of 2026-11-12. 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 12 Nov 2026, 07:00 EST (UTC-05:00)Show the data table (168 rows)
| Local hour | Reported demand | Day-ahead forecast |
|---|---|---|
| 5 Nov, 08:00 | 12,098 MW | 12,360 MW |
| 5 Nov, 09:00 | 11,965 MW | 11,770 MW |
| 5 Nov, 10:00 | 12,267 MW | 12,260 MW |
| 5 Nov, 11:00 | 12,578 MW | 12,360 MW |
| 5 Nov, 12:00 | 12,917 MW | 12,620 MW |
| 5 Nov, 13:00 | 13,253 MW | 12,860 MW |
| 5 Nov, 14:00 | 13,380 MW | 13,320 MW |
| 5 Nov, 15:00 | 13,632 MW | 13,780 MW |
| 5 Nov, 16:00 | 14,230 MW | 14,400 MW |
| 5 Nov, 17:00 | 14,802 MW | 14,900 MW |
| 5 Nov, 18:00 | 14,593 MW | 14,530 MW |
| 5 Nov, 19:00 | 14,161 MW | 14,080 MW |
| 5 Nov, 20:00 | 13,595 MW | 13,560 MW |
| 5 Nov, 21:00 | 12,891 MW | 12,770 MW |
| 5 Nov, 22:00 | 11,981 MW | 11,840 MW |
| 5 Nov, 23:00 | 11,119 MW | 11,100 MW |
| 6 Nov, 00:00 | 10,935 MW | 10,630 MW |
| 6 Nov, 01:00 | 10,935 MW | 10,170 MW |
| 6 Nov, 02:00 | 10,766 MW | 9,990 MW |
| 6 Nov, 03:00 | 10,706 MW | 9,880 MW |
| 6 Nov, 04:00 | 10,740 MW | 10,120 MW |
| 6 Nov, 05:00 | 11,254 MW | 10,860 MW |
| 6 Nov, 06:00 | 12,369 MW | 12,130 MW |
| 6 Nov, 07:00 | 13,058 MW | 12,880 MW |
| 6 Nov, 08:00 | 13,467 MW | 13,090 MW |
| 6 Nov, 09:00 | 13,852 MW | 13,340 MW |
| 6 Nov, 10:00 | 13,718 MW | 13,490 MW |
| 6 Nov, 11:00 | 13,646 MW | 13,460 MW |
| 6 Nov, 12:00 | 13,449 MW | 13,400 MW |
| 6 Nov, 13:00 | 13,483 MW | 13,520 MW |
| 6 Nov, 14:00 | 13,642 MW | 13,640 MW |
| 6 Nov, 15:00 | 13,864 MW | 13,740 MW |
| 6 Nov, 16:00 | 14,309 MW | 14,090 MW |
| 6 Nov, 17:00 | 14,548 MW | 14,750 MW |
| 6 Nov, 18:00 | 14,080 MW | 14,190 MW |
| 6 Nov, 19:00 | 13,613 MW | 13,650 MW |
| 6 Nov, 20:00 | 13,060 MW | 12,980 MW |
| 6 Nov, 21:00 | 12,645 MW | 12,270 MW |
| 6 Nov, 22:00 | 11,903 MW | 11,510 MW |
| 6 Nov, 23:00 | 11,406 MW | 10,810 MW |
| 7 Nov, 00:00 | 10,867 MW | 10,420 MW |
| 7 Nov, 01:00 | 10,421 MW | 9,910 MW |
| 7 Nov, 02:00 | 10,429 MW | 9,680 MW |
| 7 Nov, 03:00 | 10,478 MW | 9,510 MW |
| 7 Nov, 04:00 | 10,326 MW | 9,590 MW |
| 7 Nov, 05:00 | 10,528 MW | 9,880 MW |
| 7 Nov, 06:00 | 10,703 MW | 10,420 MW |
| 7 Nov, 07:00 | 11,165 MW | 10,930 MW |
| 7 Nov, 08:00 | 11,382 MW | 11,280 MW |
| 7 Nov, 09:00 | 11,649 MW | 11,550 MW |
| 7 Nov, 10:00 | 11,724 MW | 11,600 MW |
| 7 Nov, 11:00 | 11,700 MW | 11,530 MW |
| 7 Nov, 12:00 | 11,743 MW | 11,540 MW |
| 7 Nov, 13:00 | 11,938 MW | 11,610 MW |
| 7 Nov, 14:00 | 12,128 MW | 11,920 MW |
| 7 Nov, 15:00 | 12,483 MW | 12,480 MW |
| 7 Nov, 16:00 | 13,133 MW | 13,120 MW |
| 7 Nov, 17:00 | 13,519 MW | 13,600 MW |
| 7 Nov, 18:00 | 13,225 MW | 13,340 MW |
| 7 Nov, 19:00 | 12,752 MW | 12,900 MW |
| 7 Nov, 20:00 | 12,261 MW | 12,360 MW |
| 7 Nov, 21:00 | 11,726 MW | 11,800 MW |
| 7 Nov, 22:00 | 11,109 MW | 11,120 MW |
| 7 Nov, 23:00 | 10,603 MW | 10,500 MW |
| 8 Nov, 00:00 | 10,214 MW | 9,920 MW |
| 8 Nov, 01:00 | 10,155 MW | 9,540 MW |
| 8 Nov, 02:00 | 10,138 MW | 9,290 MW |
| 8 Nov, 03:00 | 10,058 MW | 9,180 MW |
| 8 Nov, 04:00 | 10,082 MW | 9,240 MW |
| 8 Nov, 05:00 | 10,340 MW | 9,520 MW |
| 8 Nov, 06:00 | 10,579 MW | 9,980 MW |
| 8 Nov, 07:00 | 10,658 MW | 10,180 MW |
| 8 Nov, 08:00 | 11,016 MW | 10,220 MW |
| 8 Nov, 09:00 | 10,791 MW | 9,960 MW |
| 8 Nov, 10:00 | 10,661 MW | 9,810 MW |
| 8 Nov, 11:00 | 10,938 MW | 9,800 MW |
| 8 Nov, 12:00 | 11,348 MW | 10,330 MW |
| 8 Nov, 13:00 | 10,872 MW | 10,300 MW |
| 8 Nov, 14:00 | 10,965 MW | 10,790 MW |
| 8 Nov, 15:00 | 11,970 MW | 11,870 MW |
| 8 Nov, 16:00 | 13,321 MW | 13,200 MW |
| 8 Nov, 17:00 | 14,068 MW | 14,200 MW |
| 8 Nov, 18:00 | 13,855 MW | 13,900 MW |
| 8 Nov, 19:00 | 13,480 MW | 13,470 MW |
| 8 Nov, 20:00 | 12,947 MW | 12,900 MW |
| 8 Nov, 21:00 | 12,183 MW | 12,160 MW |
| 8 Nov, 22:00 | 11,317 MW | 11,270 MW |
| 8 Nov, 23:00 | 10,809 MW | 10,550 MW |
| 9 Nov, 00:00 | 10,375 MW | 9,940 MW |
| 9 Nov, 01:00 | 10,074 MW | 9,620 MW |
| 9 Nov, 02:00 | 9,851 MW | 9,460 MW |
| 9 Nov, 03:00 | 10,089 MW | 9,510 MW |
| 9 Nov, 04:00 | 10,232 MW | 9,880 MW |
| 9 Nov, 05:00 | 11,070 MW | 10,850 MW |
| 9 Nov, 06:00 | 12,281 MW | 12,340 MW |
| 9 Nov, 07:00 | 12,629 MW | 12,900 MW |
| 9 Nov, 08:00 | 12,591 MW | 12,280 MW |
| 9 Nov, 09:00 | 12,459 MW | 12,450 MW |
| 9 Nov, 10:00 | 12,137 MW | 12,360 MW |
| 9 Nov, 11:00 | 11,785 MW | 12,270 MW |
| 9 Nov, 12:00 | 11,787 MW | 11,550 MW |
| 9 Nov, 13:00 | 12,141 MW | 11,770 MW |
| 9 Nov, 14:00 | 12,457 MW | 12,310 MW |
| 9 Nov, 15:00 | 13,108 MW | 13,110 MW |
| 9 Nov, 16:00 | 14,135 MW | 14,180 MW |
| 9 Nov, 17:00 | 14,840 MW | 14,900 MW |
| 9 Nov, 18:00 | 14,731 MW | 14,700 MW |
| 9 Nov, 19:00 | 14,263 MW | 14,260 MW |
| 9 Nov, 20:00 | 13,714 MW | 13,610 MW |
| 9 Nov, 21:00 | 12,918 MW | 12,790 MW |
| 9 Nov, 22:00 | 11,968 MW | 11,830 MW |
| 9 Nov, 23:00 | 11,139 MW | 10,980 MW |
| 10 Nov, 00:00 | 10,889 MW | 10,380 MW |
| 10 Nov, 01:00 | 10,628 MW | 10,060 MW |
| 10 Nov, 02:00 | 10,416 MW | 9,880 MW |
| 10 Nov, 03:00 | 10,631 MW | 9,910 MW |
| 10 Nov, 04:00 | 10,781 MW | 10,220 MW |
| 10 Nov, 05:00 | 11,271 MW | 11,180 MW |
| 10 Nov, 06:00 | 12,562 MW | 12,700 MW |
| 10 Nov, 07:00 | 12,714 MW | 12,980 MW |
| 10 Nov, 08:00 | 11,887 MW | 12,120 MW |
| 10 Nov, 09:00 | 11,626 MW | 11,120 MW |
| 10 Nov, 10:00 | 11,345 MW | 10,980 MW |
| 10 Nov, 11:00 | 11,151 MW | 11,010 MW |
| 10 Nov, 12:00 | 11,523 MW | 10,330 MW |
| 10 Nov, 13:00 | 11,465 MW | 10,840 MW |
| 10 Nov, 14:00 | 12,017 MW | 11,640 MW |
| 10 Nov, 15:00 | 12,845 MW | 12,710 MW |
| 10 Nov, 16:00 | 13,956 MW | 14,020 MW |
| 10 Nov, 17:00 | 14,667 MW | 14,770 MW |
| 10 Nov, 18:00 | 14,489 MW | 14,570 MW |
| 10 Nov, 19:00 | 14,138 MW | 14,190 MW |
| 10 Nov, 20:00 | 13,569 MW | 13,620 MW |
| 10 Nov, 21:00 | 12,840 MW | 12,740 MW |
| 10 Nov, 22:00 | 11,963 MW | 11,790 MW |
| 10 Nov, 23:00 | 11,126 MW | 10,910 MW |
| 11 Nov, 00:00 | 10,842 MW | 10,310 MW |
| 11 Nov, 01:00 | 10,748 MW | 9,930 MW |
| 11 Nov, 02:00 | 10,920 MW | 9,750 MW |
| 11 Nov, 03:00 | 10,928 MW | 9,730 MW |
| 11 Nov, 04:00 | 11,036 MW | 10,020 MW |
| 11 Nov, 05:00 | 11,553 MW | 10,870 MW |
| 11 Nov, 06:00 | 12,149 MW | 12,170 MW |
| 11 Nov, 07:00 | 12,315 MW | 12,390 MW |
| 11 Nov, 08:00 | 11,271 MW | 11,320 MW |
| 11 Nov, 09:00 | 10,322 MW | 9,850 MW |
| 11 Nov, 10:00 | 10,423 MW | 9,590 MW |
| 11 Nov, 11:00 | 10,227 MW | 9,040 MW |
| 11 Nov, 12:00 | 10,441 MW | 9,250 MW |
| 11 Nov, 13:00 | 11,087 MW | 9,960 MW |
| 11 Nov, 14:00 | 11,727 MW | 11,100 MW |
| 11 Nov, 15:00 | 12,762 MW | 12,620 MW |
| 11 Nov, 16:00 | 13,984 MW | 13,950 MW |
| 11 Nov, 17:00 | 14,694 MW | 14,850 MW |
| 11 Nov, 18:00 | 14,463 MW | 14,580 MW |
| 11 Nov, 19:00 | 14,084 MW | 14,240 MW |
| 11 Nov, 20:00 | 13,585 MW | 13,670 MW |
| 11 Nov, 21:00 | 12,854 MW | 12,890 MW |
| 11 Nov, 22:00 | 11,960 MW | 11,890 MW |
| 11 Nov, 23:00 | 11,288 MW | 11,030 MW |
| 12 Nov, 00:00 | 11,185 MW | 10,560 MW |
| 12 Nov, 01:00 | 11,099 MW | 10,170 MW |
| 12 Nov, 02:00 | 10,992 MW | 9,990 MW |
| 12 Nov, 03:00 | 10,924 MW | 9,990 MW |
| 12 Nov, 04:00 | 11,172 MW | 10,300 MW |
| 12 Nov, 05:00 | 11,856 MW | 11,040 MW |
| 12 Nov, 06:00 | 12,962 MW | 12,460 MW |
| 12 Nov, 07:00 | 13,502 MW | 13,320 MW |
Assumptions
- Only hours with both a forecast and a positive demand reading count (719 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). ISO-NE Demand Forecast Accuracy: Error, Bias and Worst Miss. https://worldpowermonitor.com/forecast-accuracy/iso-ne/
World Power Monitor. ISO-NE Demand Forecast Accuracy: Error, Bias and Worst Miss. Data as of 2026-11-12. Data from U.S. Energy Information Administration. https://worldpowermonitor.com/forecast-accuracy/iso-ne/
@misc{wpm_forecast_accuracy_iso_ne_2026,
title = {{ISO-NE Demand Forecast Accuracy: Error, Bias and Worst Miss}},
author = {{World Power Monitor}},
year = {2026},
note = {Data as of 2026-11-12. Data from U.S. Energy Information Administration.},
url = {https://worldpowermonitor.com/forecast-accuracy/iso-ne/}
} Permalink: https://worldpowermonitor.com/forecast-accuracy/iso-ne/
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