How To Use
LineTerminal

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

Sharp Signals surface market-microstructure plays — steam, big line moves, juice shifts, book disagreements — when sharp money is leaning a specific way. Tap a card to open Atom with the full historical context.

EV Scans are model-driven picks across NBA, NHL, NCAAB, and MLB (in season). 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 to see lines from all three sportsbooks (DraftKings, FanDuel, BetMGM), full-season ATS / ML / Over-Under records, 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.

Sharp Signals watch the market itself. Big line moves, line steam, moneyline flips, juice shifts, book disagreements — these are the fingerprints of professional money. Each signal type has a five-year track record gated behind a beat-the-juice filter.

Big Move (≥2 point spread move), Total Move-Up (≥1 point), ML Flip (favorite changes between open and close), ML Steam (≥3% implied-prob shift), Juice Shift (≥8% shift), Book Disagreement, Fav-Flip Fade, Best Day-of-Week, and Juice Range. Each one fires for the right side of the play.

We rank the day's signals by how meaningful they are — deviation from a coin-flip plus a bonus for steam and flips — and surface the top six. Only signals beating -110 break-even (>52.4% historical win rate) are shown.

Each card lists the matching games for tonight with the specific side the signal recommends — e.g. "Bulldogs ML" or "Yankees -1.5." No guessing which team the signal points to.

Past Sharp Signals are graded Win, Loss, or Push using each game's actual closing odds (no flat-110 fudging). Scrub back through the date picker to see how every signal performed yesterday, the day before, and so on.

Hit Analyze with Atom on any signal and Atom opens with the full context — signal name, historical record, tonight's matchup, opening lines. Ask follow-ups: "How does it perform on the road?" "Is rest a factor?"

Open the Props page and games are grouped by sport. Each game expands to show every player on both teams with available props. Tap a player for the full breakdown — career splits, recent form, matchup angles.

Every prop shows lines from DraftKings, FanDuel, and BetMGM at the same time. Shop the best number without leaving the row — the ROI calculation uses real odds, not flat -110.

Last 5, last 10, and season-long hit rates display as color-coded fill bars. Green for above 60%, amber for 50-60%, red below. Sample size is shown — a 4-of-5 hot streak reads differently than 14-of-22 over the season.

Each prop carries the relevant splits — "vs Western Conference," "At Home," "Off 2 days rest," "vs Heavy Fav." These are the angles that actually move hit rates, computed from the player's full game log.

The AT LINE figure shows what your real ROI would be at the current line and odds — not the implied break-even, not flat juice. Green means a real edge using stored game data.

Open Magic Mode to swipe through props one at a time like a deck of cards. Front shows the line, odds, and main split. Tap to flip and see the full stat breakdown, X-Ray metrics, and every situational split. Send any card straight to Atom.

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 Sharp Signal or EV Scan. Atom opens with the full context loaded — signal type, 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.