Data Sources & Methodology
FORWRD HQ aggregates paddle performance data from multiple independent testing sources. Here is how we collect, attribute, and present this data.
How It Works
Multi-Source Collection
We gather metrics from up to 4 independent testing labs, each using their own methodology and equipment.
Transparent Averages
When multiple sources test the same metric, we display the average and let you expand to see each individual reading.
Full Attribution
Every data point is tagged with its source. Click any source badge to visit the original test data.
Our Sources
Manufacturer
Official specs from paddle manufacturers.
Averaging Methodology
When the same metric is available from multiple sources (e.g., spin RPM from both Pickleball Effect and John Kew), we calculate and display the arithmetic mean. This provides a more reliable estimate by accounting for differences in testing conditions and equipment.
You can always expand averaged metrics to see each source's individual reading. Source badges (PE, JK, MP, TPS) are displayed next to every data point so you know exactly where each number comes from.
Manufacturer specs (weight, thickness, materials) are taken from official product listings and are not averaged with third-party measurements.
Disclaimer: FORWRD HQ is not affiliated with any of the testing sources listed above. All data is publicly available and attributed to its original source. Performance metrics can vary based on testing conditions, ball type, and paddle sample. Data is provided for informational purposes and should be used as one factor in paddle selection.