was the data plotted at 10, 15, 30 second invervals? i too am questioning machine calibration. as previously stated there are many determinants of running performance. fractional utilization, ecomomy, and VO2 are main culprits. additionally are you by any chance a nordic skier. better yet, what is your athletic and fitness background outside of running? lastly, how long have you been running?