How To Use
LineTerminal

First time in, the onboarding flow walks you through choosing your sports (NBA, WNBA, NHL, MLB, NFL, NCAAB, NCAAF) and favorite teams. Your Teams pin to the top of the feed and you can change them anytime in Settings.

Today's player-prop research leads the page, with Swipe Mode one tap away and See All opening the full board. The glowing Inside Edge mark in the header, beside search, opens the Inside Edge feed from any page.

EV Scans are model-driven picks across every sport in season — MLB, WNBA, NFL, NCAAF, NBA, NHL, and NCAAB. Each card shows the edge percentage, current odds, the recommended side, and a regression-backed reasoning line you can tap to analyze deeper.

Switch between the All tab and individual sport tabs. Games show consensus moneyline, spread, total, and game time. Live games show real-time scores updated every 30 seconds.

Open a game card for the full game page — lines from a dozen sportsbooks, full-season ATS / ML / Over-Under records, live scoring, and one-tap Atom analysis on the matchup.

The Atom search bar lives at the top of every page. Ask in plain English — game analyses, prop questions, system ideas — and Atom pulls from five years of data to answer.

LightGBM models trained on five years of historical data extract 18 features per game — team stats, opening odds, book disagreement, situational context — and predict a true win probability. When that probability beats the market's implied probability, it's flagged as an edge.

The edge percent is the gap between the model's probability and the market's implied probability. A 4.2% edge at -145 means the market implies ~59% but the model sees ~63%. Bigger edge = stronger signal.

Every pick gets a letter grade based on the long-run regression rate behind the play. A+ means proven and highly profitable (large sample, ROI ≥10%). B means a slight edge or a small sample. Filter for the grade tier you want.

Each pick reads like a human took five minutes to look it up — "Bulldogs — historically 73.5% ML hit rate as moderate ML favorites (n=1,608)." That comes from situational analysis of similar matchups, not generic explanations.

When the market catches up before tipoff and the edge disappears, the pick stays visible with an Edge Lost badge. You can verify the original call instead of wondering whether it ever existed.

Use the date picker to scrub backwards through the last three days. Every past pick is graded Win, Loss, or Push with the realized PnL using actual closing odds — not flat juice.

The board is a feed of cards, ordered by first pitch or tipoff. Each card carries the matchup, the player, the line, and the best price on the board — everything you need to judge the pick without opening anything.

The price on the card is the best number any sportsbook is offering, and tapping it opens that book's betslip. Open the card to compare every book's line side by side before you commit.

Last 5, last 10, and season-long hit rates display as color-coded bars with sample sizes shown — a 4-of-5 hot streak reads differently than 14-of-22 over the season. The at-line record shows the real ROI at closing odds, not implied break-even.

Each card carries the splits that actually move hit rates — versus the conference, at home, off rest, against tonight's starting pitcher — computed from the player's full game log.

Filter the whole board by market, side, game, Inside Edge stars, hit-rate range, and price. Save a filter set as a template and it is one tap tomorrow. Free accounts get three full board days to try it; bookmarking picks into Saved works for everyone.

Open Swipe Mode to deal through props one at a time like a deck of cards. Front shows the line, odds, and main split; flip for the full stat breakdown and every situational angle. Send any card straight to Atom.

Inside Edge charts every pitch of every MLB game and publishes rated picks with the reasoning behind them. The feed lands fresh in the morning and again before first pitch, ordered by game time.

Each card holds several reasons for the pick — and the case against it, clearly labeled. Swipe sideways through the pages; the star rating is Inside Edge's own conviction grade, and the Net chip tallies which side their evidence leans.

The results table shows how every market, line, and star tier has actually graded out — the record, the win rate, the ROI, and the win rate the price required to break even. A market can win most of its picks and still lose money; both numbers are always shown.

The chart icon on each card opens the results table already focused on that exact market, line, and star tier, so you can judge the pick against its own history in one tap.

Tap the wand and the feed narrows to picks whose market, line, and star tier has actually made money. Those cards carry a green outline even with the wand off, so you can spot them while reading the whole feed.

Bookmark any card into Saved until the slate turns over. A first visit starts a short interactive walkthrough that teaches the feed by having you use it. Free accounts see one real card a day; Pro gets the full slate.

The MLB Prop Screener covers home runs, total bases, hits, and combo markets with filters for form windows, matchup versus tonight's starting pitcher, ballpark weather, and Inside Edge grades. The WNBA Prop Screener does the same for points, rebounds, assists, and threes with shooting and matchup filters.

Pick a market, then stack conditions — barrel rate over a threshold, versus left-handed pitching, wind blowing out, a hot last-five window. The screen is the combination, and the players who match tonight appear instantly.

A screen is not a hunch — it carries its own backtest: the record, games matched, and ROI at closing odds for every night this combination fired historically. If a screen has not made money, the number says so.

Matching players update as lineups post, pitchers confirm, and lines move. Each match shows the player, the line, and the current price.

Save a screen and it is waiting tomorrow. Share it with a public link, or browse other users' shared screens and remix them — same filters, your tweak.

Both live under their sport's Games tab: Games, then Prop Screener. Full access is Pro; anyone can browse the screen library.

Open A51 and type a question in plain English. "NBA home favorites off 3+ days rest, spread between -7 and -3." "NHL underdogs on the road in division games." Atom translates it into filters and runs the backtest immediately.

Atom's translation is shown as filter chips you can tweak — bet type, sportsbook, location, rest, win streak, spread range, day of week, conference, and 20+ more dimensions. Add, remove, or change any of them and the backtest updates instantly.

Stat card shows win rate, ROI, units, and your full W-L-T record. The gauge is green when you're above the break-even threshold for the bet's juice. Profit chart shows whether the edge was steady or front-loaded — concentrated streaks usually fade.

When the backtest holds up, hit Save System and name it. Toggle Active for Picks and LineTerminal scans tonight's slate every day to surface games matching your exact filters. No manual checking required.

Don't want to start blank? The Directory tab is full of public systems built by other users — shared with their full backtest record. Sort by sport, market, or ROI. Clone any system into your account and remix it from there.

Any saved system gets a public link — share it and anyone can see the full record and clone it. Fade flips the recommendation to bet the opposite side with the same filter logic. Remix lets you duplicate and tweak — try the same system on a different sportsbook to compare ROI.

The Atom search bar is pinned to the top of every dashboard, props page, and game sheet. It picks up your current sport and sportsbook context automatically so you can jump straight to the question.

Ask "Analyze Lakers vs Warriors tonight" and Atom returns opening lines, current consensus, live score if the game is in progress, and the angles worth looking at — rest, recent form, head-to-head ATS.

"Show me NBA home dogs in Western Conference games when the favorite is off back-to-back." Atom translates it to filters, runs the backtest against five years of data, and returns win rate, record, and ROI. Refine conversationally — tighten the spread range, swap sportsbooks — and it re-runs instantly.

Tap Analyze with Atom on any EV Scan or dig into an Inside Edge pick. Atom opens with the full context loaded — the historical record, tonight's matchup, opening lines — so you can interrogate the play instead of taking it on faith.

"Is LeBron over 25.5 points good value at -110?" Atom pulls the hit rate at that line, the recent splits, the matchup factor. Works for every prop on every game across all three books.

When Atom lands on something worth tracking, save the result as a named A51 system. It works exactly like a hand-built one — activate it for daily picks, share it, or remix it later.