Responsible Play & Not Financial Advice

AlphaLine is a statistics product, not a sportsbook and not an advisor. Read this page before you act on anything we publish. It is the most important thing on this site.

AlphaLine Is Not a Sportsbook or an Exchange

AlphaLine does not accept, place, hold, or pay out trades or wagers, and we never handle your money. We publish a statistical fade board for NBA player props on Kalshi: the contracts one frozen rule selects, with their Kalshi tickers. Any trade you decide to make is entirely your own decision, placed by you on Kalshi, at your own risk. We are an information and entertainment product, nothing more.

Picks Are Estimates, Not Guarantees

Every pick we publish is the output of a statistical rule. Rules are wrong all the time. A contract the board selects is a bet that a stretched line will not be reached, not a promise. Even a real edge loses plenty of individual nights, and this board has no established edge. No pick or analysis from AlphaLine is a guarantee of any outcome, and you can lose money following any of them.

Past Performance Does Not Predict Future Results

The fade was validated on sportsbook main lines; Kalshi's rung is only a stand-in for that line, so the Kalshi board has no established edge. A frozen forward test, graded from Kalshi settlement, decides whether it has one. Until it says GO, treat the board as unproven.

• The forward test counts every contract that is live at tip, graded from Kalshi's settlement at one flat unit of its all-in cost. It ends at 150 graded legs or the last regular-season game of 2026-27, whichever comes first, and is GO only if the 95% lower bound on ROI is above zero.
• Interim forward-test numbers are descriptive only and carry no GO or NO-GO weight. The old sportsbook-model track record was a backtest of a retired model, not a live record; it is archived and no number from it is quoted for the Kalshi board.

Past or interim results do not predict future results. Do not assume any win rate will appear or repeat, and do not size your money as if profit is expected.

Never Bet More Than You Can Afford to Lose

Treat any money you put at risk as money you are prepared to lose completely. Set a budget before you start, and stick to it. Never gamble with money you need for rent, food, bills, debt, savings, or anyone who depends on you. Never chase losses by increasing your bets to "win it back," and never borrow money to gamble.

Event Contracts and Sports Betting Carry Real Financial Risk

Trading sports event contracts, like sports betting, is a form of gambling. Fees and prices work against you, most participants lose money over time, and there is no system, model, or service (including this one) that removes that risk. The financial risk is real and the losses can be significant. Go in clear-eyed.

This Is Not Financial or Investment Advice

Nothing on AlphaLine is financial, investment, tax, legal, or professional advice. Our picks are not recommendations to trade or wager, and a wager is not an investment. We are not your advisor, broker, or fiduciary. If you want advice tailored to your situation, speak with a qualified, licensed professional.

Know the Signs of Problem Gambling

Gambling can stop being entertainment and become a problem. Warning signs include:

• Betting more money or more often than you intended, or being unable to stop.
• Chasing losses, or betting to "get even" or to escape stress, anxiety, or low mood.
• Lying to family or friends about how much you bet or how much you have lost.
• Spending money you need for essentials, or borrowing or stealing to gamble.
• Feeling restless, irritable, or anxious when you try to cut back or stop.
• Gambling damaging your relationships, work, sleep, finances, or mental health.

If any of these sound familiar, please reach out for support today.

Where to Get Help

• National Problem Gambling Helpline: call or text 1-800-GAMBLER (1-800-426-2537), available 24/7, free and confidential.
• National Council on Problem Gambling: ncpgambling.org for resources, screening tools, and local referrals.
• Gamblers Anonymous: gamblersanonymous.org for free peer support meetings, in person and online.

Kalshi, many sportsbooks and many states also offer self-exclusion programs and deposit, time, and loss limits. Use them if you need them.

You Must Be of Legal Age

You must be at least 18 years old to use AlphaLine. Where the legal age for sports wagering in your jurisdiction is higher (often 21), you must meet that higher age before trading event contracts or acting on any pick. Sports event contracts and sports betting are not legal everywhere. You are responsible for knowing and following the laws that apply to you.

Questions

If you have questions about responsible play or anything on this page, reach out through our Discord community. Please play responsibly.