With Zwifts segment leaderboards being a key component of the platform, its surprising that there isnt more transparency around the algorithms used to calculate rankings. Does anyone know how Zwifts segment leaderboards account for differences in rider weight, bike weight, and wheel type, or are these variables simply ignored in the pursuit of simplicity and ease of use?
It seems counterintuitive that a rider on a lightweight bike with deep-section wheels could be directly compared to a rider on a heavier bike with shallow wheels, yet this appears to be the case. Is there any behind-the-scenes adjustment being made to account for these differences, or are riders simply expected to accept that the leaderboards are inherently biased towards those with more expensive and exotic equipment?
Furthermore, what about the issue of segment cutting and other forms of exploitation? Its well-known that some riders will deliberately cut segments or use other tactics to artificially inflate their rankings, yet Zwift seems to do little to prevent or punish this behavior. Is there any effort being made to address this issue and ensure that the leaderboards remain a fair and accurate reflection of rider performance?
Ultimately, the lack of transparency and oversight surrounding Zwifts segment leaderboards raises serious questions about their validity and usefulness. Can anyone provide insight into how these issues are being addressed, or are we simply expected to accept the leaderboards at face value?
It seems counterintuitive that a rider on a lightweight bike with deep-section wheels could be directly compared to a rider on a heavier bike with shallow wheels, yet this appears to be the case. Is there any behind-the-scenes adjustment being made to account for these differences, or are riders simply expected to accept that the leaderboards are inherently biased towards those with more expensive and exotic equipment?
Furthermore, what about the issue of segment cutting and other forms of exploitation? Its well-known that some riders will deliberately cut segments or use other tactics to artificially inflate their rankings, yet Zwift seems to do little to prevent or punish this behavior. Is there any effort being made to address this issue and ensure that the leaderboards remain a fair and accurate reflection of rider performance?
Ultimately, the lack of transparency and oversight surrounding Zwifts segment leaderboards raises serious questions about their validity and usefulness. Can anyone provide insight into how these issues are being addressed, or are we simply expected to accept the leaderboards at face value?