TAL Demand Forecast Accuracy: Error, Bias and Worst Miss, 6 October to 5 November 2026
The day-ahead demand forecast for TAL was off by 3.9% on average (mean absolute percentage error) over 719 hours from 6 October to 5 November 2026, and 70% of hours landed within 5% of the reading. Its bias was -2.1%: it ran low on average, an under forecast. The largest miss was 79 MW (17.9%) too low at 10 Oct 2026, 16:00 EDT (UTC-04:00). Dates and times are local (America/New_York).
Key Facts
- The day-ahead demand forecast for TAL was off by 3.9% on average (mean absolute percentage error) over 719 hours from 6 October to 5 November 2026, and 70% of hours landed within 5% of the reading. Its bias was -2.1%: it ran low on average, an under forecast. The largest miss was 79 MW (17.9%) too low at 10 Oct 2026, 16:00 EDT (UTC-04:00).
- Across 53 US grids ranked by average error over their own latest 30 day windows, TAL came 27 (1 is the smallest error).
- On average the forecast differed from reported demand by 12 MW, against average demand of 304 MW.
- The forecast was above reported demand in 29% of compared hours.
Forecast Error at a Glance
719 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 (-8 MW per hour on average): the forecast ran low on average, an under forecast. The worst miss was 79 MW (17.9%) too low at 10 Oct 2026, 16:00 EDT (UTC-04:00): forecast 363 MW, reported 442 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, 08:00 EST (UTC-05:00)Show the data table (168 rows)
| Local hour | Reported demand | Day-ahead forecast |
|---|---|---|
| 29 Oct, 10:00 | 318 MW | 295 MW |
| 29 Oct, 11:00 | 342 MW | 310 MW |
| 29 Oct, 12:00 | 360 MW | 325 MW |
| 29 Oct, 13:00 | 380 MW | 341 MW |
| 29 Oct, 14:00 | 391 MW | 355 MW |
| 29 Oct, 15:00 | 399 MW | 368 MW |
| 29 Oct, 16:00 | 398 MW | 376 MW |
| 29 Oct, 17:00 | 405 MW | 373 MW |
| 29 Oct, 18:00 | 402 MW | 367 MW |
| 29 Oct, 19:00 | 400 MW | 362 MW |
| 29 Oct, 20:00 | 385 MW | 349 MW |
| 29 Oct, 21:00 | 362 MW | 330 MW |
| 29 Oct, 22:00 | 339 MW | 303 MW |
| 29 Oct, 23:00 | 315 MW | 274 MW |
| 30 Oct, 00:00 | 295 MW | 266 MW |
| 30 Oct, 01:00 | 280 MW | 249 MW |
| 30 Oct, 02:00 | 253 MW | 237 MW |
| 30 Oct, 03:00 | 233 MW | 227 MW |
| 30 Oct, 04:00 | 230 MW | 224 MW |
| 30 Oct, 05:00 | 236 MW | 238 MW |
| 30 Oct, 06:00 | 262 MW | 254 MW |
| 30 Oct, 07:00 | 295 MW | 268 MW |
| 30 Oct, 08:00 | 298 MW | 278 MW |
| 30 Oct, 09:00 | 306 MW | 290 MW |
| 30 Oct, 10:00 | 325 MW | 306 MW |
| 30 Oct, 11:00 | 344 MW | 322 MW |
| 30 Oct, 12:00 | 362 MW | 340 MW |
| 30 Oct, 13:00 | 379 MW | 352 MW |
| 30 Oct, 14:00 | 394 MW | 360 MW |
| 30 Oct, 15:00 | 412 MW | 367 MW |
| 30 Oct, 16:00 | 401 MW | 366 MW |
| 30 Oct, 17:00 | 394 MW | 362 MW |
| 30 Oct, 18:00 | 399 MW | 361 MW |
| 30 Oct, 19:00 | 383 MW | 354 MW |
| 30 Oct, 20:00 | 362 MW | 336 MW |
| 30 Oct, 21:00 | 351 MW | 318 MW |
| 30 Oct, 22:00 | 332 MW | 301 MW |
| 30 Oct, 23:00 | 311 MW | 280 MW |
| 31 Oct, 00:00 | 292 MW | 270 MW |
| 31 Oct, 01:00 | 279 MW | 254 MW |
| 31 Oct, 02:00 | 255 MW | 243 MW |
| 31 Oct, 03:00 | 237 MW | 233 MW |
| 31 Oct, 04:00 | 229 MW | 234 MW |
| 31 Oct, 05:00 | 227 MW | 238 MW |
| 31 Oct, 06:00 | 233 MW | 246 MW |
| 31 Oct, 07:00 | 244 MW | 247 MW |
| 31 Oct, 08:00 | 256 MW | 251 MW |
| 31 Oct, 09:00 | 274 MW | 268 MW |
| 31 Oct, 10:00 | 303 MW | 284 MW |
| 31 Oct, 11:00 | 332 MW | 300 MW |
| 31 Oct, 12:00 | 358 MW | 314 MW |
| 31 Oct, 13:00 | 375 MW | 324 MW |
| 31 Oct, 14:00 | 383 MW | 337 MW |
| 31 Oct, 15:00 | 383 MW | 348 MW |
| 31 Oct, 16:00 | 379 MW | 345 MW |
| 31 Oct, 17:00 | 371 MW | 340 MW |
| 31 Oct, 18:00 | 359 MW | 338 MW |
| 31 Oct, 19:00 | 354 MW | 337 MW |
| 31 Oct, 20:00 | 340 MW | 329 MW |
| 31 Oct, 21:00 | 328 MW | 308 MW |
| 31 Oct, 22:00 | 312 MW | 292 MW |
| 31 Oct, 23:00 | 296 MW | 276 MW |
| 1 Nov, 00:00 | 264 MW | 293 MW |
| 1 Nov, 01:00 | 279 MW | 277 MW |
| 1 Nov, 01:00 | 255 MW | 255 MW |
| 1 Nov, 02:00 | 249 MW | 246 MW |
| 1 Nov, 03:00 | 241 MW | 238 MW |
| 1 Nov, 04:00 | 235 MW | 232 MW |
| 1 Nov, 05:00 | 234 MW | 242 MW |
| 1 Nov, 06:00 | 239 MW | 249 MW |
| 1 Nov, 07:00 | 246 MW | 248 MW |
| 1 Nov, 08:00 | 262 MW | 253 MW |
| 1 Nov, 09:00 | 275 MW | 272 MW |
| 1 Nov, 10:00 | 287 MW | 287 MW |
| 1 Nov, 11:00 | 294 MW | 301 MW |
| 1 Nov, 12:00 | 298 MW | 311 MW |
| 1 Nov, 13:00 | 300 MW | 313 MW |
| 1 Nov, 14:00 | 300 MW | 309 MW |
| 1 Nov, 15:00 | 300 MW | 306 MW |
| 1 Nov, 16:00 | 302 MW | 306 MW |
| 1 Nov, 17:00 | 309 MW | 307 MW |
| 1 Nov, 18:00 | 324 MW | 320 MW |
| 1 Nov, 19:00 | 320 MW | 327 MW |
| 1 Nov, 20:00 | 311 MW | 316 MW |
| 1 Nov, 21:00 | 297 MW | 296 MW |
| 1 Nov, 22:00 | 279 MW | 274 MW |
| 1 Nov, 23:00 | 257 MW | 251 MW |
| 2 Nov, 00:00 | 239 MW | 241 MW |
| 2 Nov, 01:00 | 226 MW | 231 MW |
| 2 Nov, 02:00 | 219 MW | 225 MW |
| 2 Nov, 03:00 | 216 MW | 223 MW |
| 2 Nov, 04:00 | 219 MW | 226 MW |
| 2 Nov, 05:00 | 231 MW | 240 MW |
| 2 Nov, 06:00 | 258 MW | 261 MW |
| 2 Nov, 07:00 | 275 MW | 280 MW |
| 2 Nov, 08:00 | 287 MW | 294 MW |
| 2 Nov, 09:00 | 297 MW | 306 MW |
| 2 Nov, 10:00 | 308 MW | 317 MW |
| 2 Nov, 11:00 | 319 MW | 313 MW |
| 2 Nov, 12:00 | 332 MW | 329 MW |
| 2 Nov, 13:00 | 347 MW | 345 MW |
| 2 Nov, 14:00 | 360 MW | 348 MW |
| 2 Nov, 15:00 | 369 MW | 351 MW |
| 2 Nov, 16:00 | 362 MW | 375 MW |
| 2 Nov, 17:00 | 376 MW | 375 MW |
| 2 Nov, 18:00 | 396 MW | 359 MW |
| 2 Nov, 19:00 | 389 MW | 356 MW |
| 2 Nov, 20:00 | 363 MW | 338 MW |
| 2 Nov, 21:00 | 343 MW | 312 MW |
| 2 Nov, 22:00 | 317 MW | 291 MW |
| 2 Nov, 23:00 | 282 MW | 257 MW |
| 3 Nov, 00:00 | 255 MW | 253 MW |
| 3 Nov, 01:00 | 242 MW | 240 MW |
| 3 Nov, 02:00 | 233 MW | 231 MW |
| 3 Nov, 03:00 | 230 MW | 227 MW |
| 3 Nov, 04:00 | 233 MW | 230 MW |
| 3 Nov, 05:00 | 244 MW | 265 MW |
| 3 Nov, 06:00 | 285 MW | 282 MW |
| 3 Nov, 07:00 | 311 MW | 289 MW |
| 3 Nov, 08:00 | 314 MW | 296 MW |
| 3 Nov, 09:00 | 328 MW | 307 MW |
| 3 Nov, 10:00 | 350 MW | 318 MW |
| 3 Nov, 11:00 | 366 MW | 334 MW |
| 3 Nov, 12:00 | 377 MW | 349 MW |
| 3 Nov, 13:00 | 390 MW | 365 MW |
| 3 Nov, 14:00 | 402 MW | 372 MW |
| 3 Nov, 15:00 | 399 MW | 370 MW |
| 3 Nov, 16:00 | 381 MW | 368 MW |
| 3 Nov, 17:00 | 378 MW | 360 MW |
| 3 Nov, 18:00 | 389 MW | 357 MW |
| 3 Nov, 19:00 | 379 MW | 356 MW |
| 3 Nov, 20:00 | 363 MW | 340 MW |
| 3 Nov, 21:00 | 337 MW | 315 MW |
| 3 Nov, 22:00 | 312 MW | 291 MW |
| 3 Nov, 23:00 | 291 MW | 270 MW |
| 4 Nov, 00:00 | 268 MW | 266 MW |
| 4 Nov, 01:00 | 253 MW | 251 MW |
| 4 Nov, 02:00 | 244 MW | 242 MW |
| 4 Nov, 03:00 | 238 MW | 236 MW |
| 4 Nov, 04:00 | 238 MW | 236 MW |
| 4 Nov, 05:00 | 250 MW | 272 MW |
| 4 Nov, 06:00 | 286 MW | 286 MW |
| 4 Nov, 07:00 | 314 MW | 291 MW |
| 4 Nov, 08:00 | 331 MW | 299 MW |
| 4 Nov, 09:00 | 344 MW | 310 MW |
| 4 Nov, 10:00 | 349 MW | 318 MW |
| 4 Nov, 11:00 | 358 MW | 330 MW |
| 4 Nov, 12:00 | 360 MW | 342 MW |
| 4 Nov, 13:00 | 353 MW | 348 MW |
| 4 Nov, 14:00 | 375 MW | 353 MW |
| 4 Nov, 15:00 | 377 MW | 354 MW |
| 4 Nov, 16:00 | 371 MW | 352 MW |
| 4 Nov, 17:00 | 367 MW | 357 MW |
| 4 Nov, 18:00 | 383 MW | 367 MW |
| 4 Nov, 19:00 | 379 MW | 368 MW |
| 4 Nov, 20:00 | 375 MW | 351 MW |
| 4 Nov, 21:00 | 359 MW | 325 MW |
| 4 Nov, 22:00 | 331 MW | 300 MW |
| 4 Nov, 23:00 | 308 MW | 277 MW |
| 5 Nov, 00:00 | 285 MW | 276 MW |
| 5 Nov, 01:00 | 267 MW | 261 MW |
| 5 Nov, 02:00 | 256 MW | 250 MW |
| 5 Nov, 03:00 | 247 MW | 245 MW |
| 5 Nov, 04:00 | 247 MW | 245 MW |
| 5 Nov, 05:00 | 258 MW | 279 MW |
| 5 Nov, 06:00 | 296 MW | 293 MW |
| 5 Nov, 07:00 | 323 MW | 303 MW |
| 5 Nov, 08:00 | 336 MW | 313 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). TAL Demand Forecast Accuracy: Error, Bias and Worst Miss. https://worldpowermonitor.com/forecast-accuracy/tal/
World Power Monitor. TAL 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/tal/
@misc{wpm_forecast_accuracy_tal_2026,
title = {{TAL 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/tal/}
} Permalink: https://worldpowermonitor.com/forecast-accuracy/tal/
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