http://www.huffingtonpost.com/2014/06/20/activity-monitor-accuracy-fitbit-jawbone_n_5516156.html
Study of 30 males and 30 females wearing all 8 devices while completing a 69minute program.
From the article:
Here's how they fared (ranked by error rating):
BodyMedia FIT: 9.3 percent
Fitbit Zip: 10.1 percent
Fitbit One: 10.4 percent
Jawbone Up: 12.2 percent
ActiGraph: 12.6 percent
Directlife: 12.8 percent
Nike FuelBand: 13 percent
Basis Band: 23.5 percent
From the study summary:
Results: For overall group comparisons, MAPE values (computed as the average absolute value of the group level errors) were 9.3, 10.1, 10.4, 12.2, 12.6, 12.8, 13.0, and 23.5% for the BodyMedia FIT, Fitbit Zip, Fitbit One, Jawbone Up, ActiGraph, DirectLife, NikeFuel Band, and Basis B1 band, respectively. The results from the equivalence testing showed the estimates from the BodyMedia FIT, Fitbit Zip, and NikeFuel Band (90% CI: 341.1, 359.4) were each within the 10% equivalence zone around the indirect calorimetry estimate.
Conclusions: The indicators of the agreement clearly favored the BodyMedia FIT armband but promising preliminary findings were also observed with the Fibit Zip.