Quant-desk discipline, built for college basketball.
Market Line Labs is an independent research company focused on one thing: pricing NCAA Division I men's basketball better than the market, and proving it in public.
College basketball is the largest board in American sports: hundreds of teams and thousands of games a season, many of them priced with far less attention than the marquee matchups. That breadth is where careful, systematic work has room to matter.
We build and maintain proprietary quantitative models, test every rule on seasons it has never seen before it ships, and release a pick only when the available price clears a disciplined expected-value threshold. Then we do the part most services skip: we grade every released pick in public, wins and losses alike, and measure it against the closing line.
Our mission is simple: give serious bettors a priced, sized, accountable edge, and earn their trust with a record they can audit instead of screenshots they can't.
- Company
- Market Line Labs
- Focus
- NCAA Division I men's basketball
- Coverage
- Every Division I game
- Markets
- Spreads, full-game totals, 2nd-half totals
- Windows
- Pregame · Live · Late
- Live record
- Public from opening night, Nov 2
- Membership
- Capped seats, by wave
What we stand for.
Accountability
Every released pick is published and graded, with closing-line value. Backtested results are always labelled as backtested.
Discipline
No quotas and no hype. A pick goes out only when the price clears the bar, with a number to walk away at.
Restraint
Seats are capped so the numbers stay playable for the members who pay for them.
Responsibility
Information and entertainment for adults 21+. We promote bankroll limits and point people to help when betting stops being fun.
Want the details? Read how it works or open the graded record.
Claim your founding seat.
Only 75 founding seats, each locked at founding prices for as long as you stay a member. Reserve yours now and get your invite before opening night on Nov 2.
21+ only. We email you about your invite and launch only. Unsubscribe any time.