This application is an independent, community-built tool and is not affiliated with, endorsed by, or officially connected to the United States Practical Shooting Association (USPSA) in any way. USPSA and the USPSA logo are trademarks of the United States Practical Shooting Association.

This tool is not an official USPSA product or service. Any use of the USPSA name or logo on this site is solely for identification purposes and does not imply sponsorship, partnership, or endorsement.

All data displayed on this site is experimental and should not be treated as authoritative. Match results, classification information, club leaderboards, and competitor statistics are scraped from publicly available pages on the USPSA website and may be incomplete, outdated, or inaccurate.

Data quality depends entirely on which members have been synced through the Analytics page. Club leaderboards, for example, will only reflect competitors whose data has been individually looked up and cached. A club with 100 members may only show 5 if only 5 have been synced. This does not represent the full picture of that club or its competitors.

Match percentages, averages, and rankings are computed from cached data and may differ from official USPSA records. Always refer to uspsa.org for official results and classification information.

Scraped data is cached for 6 hours before being considered stale. During that window, the application serves cached results rather than re-scraping. This means recent match results or classification changes on USPSA.org may not appear immediately.

You can force a refresh of any member's data by using the refresh option on the Analytics page, which will re-scrape their information regardless of cache age.

This tool is provided “as is” without warranty of any kind, express or implied. The developer makes no guarantees regarding the accuracy, completeness, or reliability of any data presented. Use at your own discretion.

This is a free, open-source project built by a fellow competitor for the shooting community. If you find errors or have suggestions, feedback is always welcome.