From raw data to a confident lineup in three steps
Benchlytics keeps the workflow simple and the reasoning transparent, so you always understand the numbers you're acting on.
From raw data to a confident lineup in three steps
Benchlytics keeps the workflow simple: choose your sport, review the analytics, and set your roster with clarity.
- 01
Choose your sport
Pick from the NHL, NBA, MLB, NFL, Soccer and more, then set the slate you're researching. No account linking, no fuss — just point Benchlytics at the matchups you care about.
- 02
Get AI projections & optimized lineups
Our models turn performance history, matchups, usage, pace and breaking news into clear player projections and mathematically optimized lineup suggestions.
- 03
Make confident start/sit calls
Turn the numbers into decisions. See the reasoning behind every player so you can set your roster with clarity instead of guesswork.
What goes into a projection
Our models blend several categories of publicly observable data. Projections are estimates designed to inform your research — not predictions of any guaranteed result.
Historical performance
Season and career trends, recent form and role within the team form the baseline for every projection.
Matchup context
Opponent strength, pace, situational factors and, where relevant, park or venue effects shape expected output.
Usage & opportunity
Minutes, touches, line and rotation data help estimate how much opportunity a player is likely to see.
Live news & injuries
Lineup news, injury reports and role changes are factored in so projections reflect the latest picture.
Try the full workflow free for 7 days
Start your free 7-day trial and put AI-driven projections, lineup optimization and start/sit research to work this season.
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