Forecast Benchmark

How accurate is GridPulse?

Every US balancing authority (the regional operators that run the grid) publishes its own day-ahead demand forecast through EIA-930, free. This page scores GridPulse against that forecast on the same hours, against the same settled actual, under rules written down before the results were read.

GridPulse is built from public data alone: an independent second check on the forecast an operator already runs on. Every exclusion, drop count and known limit is published below.

Operators scored
45 / 51
6 excluded, each with a published reason
Their median error
3.76%
median across operators of each one's average error (mean MAPE)
Our median error
3.99%
same statistic, same hours, same window

GridPulse runs within 0.22 points of the operators' own forecasts on the typical grid — 3.99% average error against their 3.76% — built from public data alone. It is also the steadier of the two: our error spans 4.5× from best operator to worst, theirs 18.6×. At the median the operator's own forecast is the closer of the two, closer on 21 of 44 operators. Re-scored on median APE or WAPE instead, the verdict is the same.

GridPulse vs each grid operator’s own day-ahead forecast, 24-hour lead, 30-day window. Mean MAPE on paired hours against settled actuals.
BATheir errorOur errorCloser
AECI3.85%3.40%gridpulse
AVA1.71%3.52%official
BANC2.46%5.40%official
BPAT1.70%3.81%official
CAISO11.65%5.47%gridpulse
CHPD2.55%3.37%official
CPLE3.40%4.21%official
CPLW4.03%3.30%gridpulse
DOPD3.41%3.25%gridpulse
DUK3.68%3.86%official
EPE3.37%3.95%official
ERCOT1.29%1.60%official
FMPP7.12%4.20%gridpulse
FPC23.01%4.30%gridpulse
FPL2.81%3.24%official
GCPD3.90%2.61%gridpulse
GVL11.75%6.25%gridpulse
HST8.87%6.89%gridpulse
IPCO5.84%4.39%gridpulse
ISONE2.74%5.38%official
JEA6.16%6.25%official
LGEE7.95%4.03%gridpulse
MISO2.79%2.12%gridpulse
NEVP7.40%5.71%gridpulse
NWMT2.24%2.56%official
NYISO2.35%3.89%official
PACE7.77%4.46%gridpulse
PACW2.65%3.07%official
PGE2.03%3.08%official
PJM3.67%2.64%gridpulse
PNM4.82%2.55%gridpulse
PSCO25.34%7.75%gridpulse
PSEI31.61%3.23%gridpulse
SC4.16%3.95%gridpulse
SCEG4.57%4.48%gridpulse
SCL2.75%2.71%gridpulse
SOCO3.35%4.34%official
SRP8.38%7.94%gridpulse
TAL3.61%5.53%official
TEC4.07%4.21%official
TEPC4.26%5.56%official
TIDC3.20%4.30%official
TPWR2.28%2.93%official
TVA2.06%3.21%official
WALC15.52%9.45%gridpulse