Pollster ratings · Head to head

Change vs. Muhlenberg: which pollster is more accurate?

Muhlenberg comes out ahead on 6 of 6 measures in the Crosstab Trust Index, which grades pollsters on how close their final polls came to actual results from 1998 to 2022.

 
Change Research
C+
Trust Score 33/100 · rank #54
★ Ahead
Muhlenberg College Institute of Public Opinion
A
Trust Score 77/100 · rank #7

Head to head

MeasureChangeMuhlenberg
Trust Score33/10077/100 ★
Average error
how far final polls missed the result
5.6 pts3.3 pts ★
Versus expected
error compared with what its races predicted
0.7 worse1.2 better ★
Consistency
random miss once its tilt is removed
±4.5 pts±3.3 pts ★
Historical bias
closer to even is better
D+3.2R+0.4 ★
Winners called71%82% ★
Track record
final polls analyzed, 1998–2022
102 polls33 polls
2026 polls13—
2026 lean
versus other polls of the same races
D+0.8—

Compare them in the interactive Trust Index All pollster ratings

More comparisons: Change Research vs. YouGov · Muhlenberg College Institute of Public Opinion vs. YouGov · Change Research vs. Emerson College · Emerson College vs. Muhlenberg College Institute of Public Opinion · Change Research vs. University of New Hampshire Survey Center · Muhlenberg College Institute of Public Opinion vs. University of New Hampshire Survey Center · Change Research vs. New York Times/Siena College · Muhlenberg College Institute of Public Opinion vs. New York Times/Siena College

Frequently asked questions

Which is more accurate, Change or Muhlenberg?

Muhlenberg has the smaller average error (3.3 pts vs. 5.6 pts). Overall, muhlenberg comes out ahead on 6 of 6 measures in the Crosstab Trust Index (Change: C+, Trust Score 33; Muhlenberg: A, Trust Score 77).

Grades: Crosstab Trust Index, computed from FiveThirtyEight's pollster-ratings data (CC BY 4.0), 1998–2022; 2026 measures from Crosstab's polling data.

Updated 2026-10-04 · Crosstab, nonpartisan polling analysis.