Prediction Markets Quant

它列出的 40 个工具

“只读”和“会改数据”是服务方自己标的。带下划线的参数是必填的。

1. base_rate_gap只读

   Base Rate Gap

   Use for "how does this price compare to history" and "is the market ignoring the base rate". Compares a market price with the historical base rate for a class of events: the gap in pp, a signal, and sample-size quality. Pass a known baseRateId (the parameter lists them) or your own baseRateValue.

   marketPrice baseRateId baseRateValue

2. bayes_update只读

   Bayesian Probability Update

   Update a prior probability with one or more pieces of evidence using Bayes theorem. Given a prior and a list of evidence items (each with P(evidence | true) and P(evidence | false)), returns the posterior probability and the per-step chain. Use for "update my estimate with new information", "posterior probability", "how does this news change the odds".

   prior evidence

3. best_price只读

   Best Price After Fees — Kalshi vs Polymarket US vs Novig

   Use for "where is it cheapest to buy", "Kalshi or Polymarket US for the Bears game" and "cheapest venue for the Georgia Senate race". The same contract on Kalshi, Polymarket US and Novig as the cost to buy one contract including each venue's taker fee, with the cheapest named. Sports games (team, league or matchup), 2026 midterm races (state, slug or district) or the next FOMC meeting. Ranked by price only.

   q league teams race meeting

4. calculate_ev只读

   Calculate EV Edge

   Use for "is this contract mispriced" and "what is my edge". Give a Kalshi or Polymarket price in cents and your own probability; returns the % expected-value edge and a BUY / SELL / SKIP read.

   marketPrice yourProbability

5. combo_edge只读

   Combo Edge Verdict

   Use for "price a same-game NFL combo" and "is this combo worth it". Pass nflGame ("NYG-LAR", "Giants vs Rams") to list that game's Kalshi legs — moneyline, spreads, totals, player props — then legIds to price your pick with the correlation done for you. Or pass legPrices + trueWinProbability for a fair band; add offeredOdds for EV and a verdict. Free.

   legPrices trueWinProbability nflGame legIds player stat kind limit offeredOdds offeredAmerican

6. commodity_edge只读

   Commodity Edge (Gold / Silver / Oil / Bitcoin)

   Use for "gold edge today" and "oil or bitcoin trade signal". The Kalshi daily gold, silver or WTI strike, or hourly bitcoin strike, with the largest PMP model edge, as a ticket: side, entry price, resolve criterion, model probability, edge, tier and quarter-Kelly size. Pass tickers[] to check a watchlist. Pro — sign in with PredictionMarketsPicks, or a Pro API key.

   commodity tickers

7. convert_probability只读

   Convert Probability / Odds

   Convert between implied probability, American odds, and decimal odds. Give one value and its format and get all three back (American odds carry no commas, e.g. +441 or -200). Use for "what is +150 as a probability", "convert 62% to American odds", "decimal to implied odds".

   value format

8. edge_alerts只读

   Edge Alerts (weather / commodity / mispricing)

   Use for "any edge on Kalshi", "where is the edge today" and "weather trade signals". Our model alerts on Kalshi — weather, bitcoin/silver/gold/oil, mispricings — with feed, tier, side, price, model probability, edge and link. Real time with Pro; free is delayed 24h without the thesis. One identical, impersonal feed for every subscriber; filters only select. Informational, not investment advice.

   feed min_tier since limit

9. explain_game只读

   Explain This Game — why we price an NFL game there

   Why our model prices one NFL game where it does: Kalshi price and market line, our win probability and its anchor, the model's lean in points, each team's offense/defense/special-teams rating, the QB gate, and the published position or why none. Use for "why do you price <team> vs <team> there", "explain the <team> game line".

   game week

10. explain_ladder只读

    Explain This Ladder — why The Ladder reads one NFL market the way it does

    Why The Ladder reads one NFL strike ladder (a game spread, a season win total or a player prop) the way it does: the read in words, where Kalshi's ladder centres beside our projection, the widest published gap, and each strike with Kalshi's price and our number (30–70% only). Use for "explain the Chiefs win total ladder", "why does the ladder lean Browns".

    team player family stat

11. explain_player只读

    Explain This Price — why we price a player’s strikes there

    Why our model prices an NFL player's Kalshi prop strikes where it does this week: the projection, The Ladder's verdict, the widest published gap, and what the model does not account for (our number only where calibrated, 30–70%). Use for "why do you price <player> there", "explain <player>'s prop".

    player stat

12. explain_prop只读

    Explain This Prop — why a player prop is a call

    Why we publish a call on one NFL player prop this week: the contract, the YES/NO call and Kalshi's price, our tier (and calibrated odds where measured), our projection vs the threshold, published or held at WATCH and why, and what the model does not account for. Use for "why do you like <player>'s over", "explain the <player> prop".

    player stat line

13. fed_rate_odds只读

    Fed Rate Odds (FOMC)

    Use for "will the Fed cut, hold or hike" and "next FOMC meeting odds". Live Kalshi odds for each remaining 2026 FOMC meeting: the next meeting's full strike breakdown and days-until, the rate path, the current fed funds rate, and a next-meeting cross-venue check against Polymarket and CME futures, with the gap in pp.

    horizon

14. fifteen_min_board只读

    Kalshi 15-Minute Markets — every series, live

    Use for "what is the ETH 15-minute market doing" and "which Kalshi 15-minute markets are open". Every Kalshi 15-minute up-or-down series (crypto, metals, energy, FX): window status, YES price, close time, target, settlement source and the up rate over the last 96 windows; the same window on Polymarket international for BTC/ETH/SOL/XRP; and our live Bitcoin top-of-hour strategy with its record.

    series asset_class open_only limit horizon

15. find_arbitrage只读

    Find Sports Arbitrage Gaps

    Use for "where is the arbitrage" and "Kalshi vs Polymarket price gaps". Cross-venue gaps on the same NFL, NBA, NHL or MLB game: Kalshi against Polymarket US (the exchange US traders use, fees included), Polymarket international as a reference. Gap in pp, WATCH/ARB signal, cheaper venue, settlement_match; near misses when nothing clears. Free: the top 3 gaps in full; Pro returns the whole board.

    minGap

16. kelly_size只读

    Kelly Position Size

    Compute the optimal Kelly position size for a prediction-market contract. Given your win probability, the market price (which sets the payout), your bankroll, and a Kelly fraction (full / half / quarter / eighth), returns the dollar stake and a risk rating. Use for "how much should I stake", "what is my position size", "Kelly sizing for this trade".

    winProbability marketPrice bankroll fraction

17. ladder_arb只读

    Ladder Arb Scanner — Kalshi CFB + NFL spread/total ladders priced out of order

    Use for "is any CFB ladder mispriced" and "where can I make a market on Kalshi". Kalshi college football and NFL spread/total strikes priced out of order: locked arbitrage, crossed-mid inversions and wide books worth making a market in, with both tickers and books, gross edge, volume and tier. Pro adds the resting orders, net-of-fee edge and quarter-Kelly size.

    sport signal min_edge min_volume limit

18. market_pulse只读

    Market Pulse — Macro

    The US macro-health composite (0–100) and regime plus the six category scores (growth, labor, inflation, rates, liquidity, sentiment). Returns the composite, the regime call and 2 category scores without an account, 4 to a signed-in account, and all six with Pro. Use for "how is the US economy", "macro regime", "risk-on or risk-off".

    topic

19. my_league只读

    My Sleeper League — your starters beside their Kalshi markets

    Use for "show my fantasy team" and "what is Kalshi pricing my starters at". Give a Sleeper username (and a league name if you have several): your roster, each starter's opponent and kickoff, OUT and QB-gate flags, and every Kalshi prop strike on him this week with the best price per side. Market data; Pro adds our weekly projection.

    sleeper_username league

20. nba_game_board只读

    NBA Game Line Board (Kalshi vs the books)

    Use for "Knicks moneyline on Kalshi vs the books" and "cheapest place for the Celtics spread tonight". Kalshi NBA moneyline, spread and total beside DraftKings, FanDuel, BetRivers, Fanatics, ESPN, Novig and ProphetX at the same line: the cheapest venue per side, Kalshi fee included. Market prices only, no model.

    team game market limit

21. nba_injury_impact只读

    NBA Injury Report + Who Benefits (with/without splits)

    Use for "Embiid's out tonight — who benefits?" and "who's out in the NBA today". Today's NBA absences from the official injury report, and for each absent star the teammates whose minutes, points, rebounds, assists and usage rose in past games without him (last two seasons, sample size on every row), beside today's Kalshi prop prices. Questionable players fork into plays/sits branches until ruled. Historical splits only, no projection.

    team game player stat

22. nba_prop_board只读

    NBA Prop Price Board (Kalshi vs the books)

    Use for "where is LeBron's points line cheapest tonight". Every Kalshi NBA player-prop strike (points, rebounds, assists, threes) beside DraftKings, FanDuel, BetRivers, Fanatics, ESPN, Novig and ProphetX at the same strike: the cheapest venue per side, Kalshi fee included. Market prices only, no model.

    team game player statType limit

23. nfl_edge只读

    NFL Edge (model vs Kalshi)

    Use for "which NFL games are mispriced on Kalshi" and "NFL win total, MVP or Super Bowl edges". Our NFL model vs live Kalshi prices — this week's game positions, season win totals, MVP and championship odds: model probability, price, edge and side. tickers[] checks a watchlist (futures, mvp, championship). Pro — sign in with PredictionMarketsPicks, or a Pro API key.

    market minEdge limit tickers

24. nfl_ladder只读

    The Ladder — NFL strike ladders: every Kalshi strike vs the PMP distribution

    Use for "where does the model disagree with Kalshi on the Rams spread" and "biggest ladder gaps this week". Every NFL strike ladder — spreads, season win totals, player props — with Kalshi's price at each strike beside our distribution and a SHAPE / LOCATION / PRICED / PARTIAL verdict. Our number is published only between 30% and 70%.

    family team player kind limit

25. nfl_power_ratings只读

    NFL Power Ratings (PWR)

    The PredictionMarketsPicks NFL power ratings — PWR for all 32 teams: points per game above an average team on a neutral field, where PWR = Off PR + Def PR + ST PR. Includes each team's rank and tier. Use for "best NFL teams by power rating", "NFL power rankings 2026", "is Baltimore overrated", "how good is Kansas City", "NFL team ratings".

    team tier limit

26. nfl_prop_board只读

    NFL Prop Market Board (Kalshi vs the books vs exchanges)

    Use for "where is the best price on <player> receiving yards" and "is Kalshi cheaper than the books". Best price on every NFL prop this week: Kalshi (fee included) vs five books (DraftKings, FanDuel, BetRivers, Fanatics, ESPN) and the Novig and ProphetX exchanges — the best price per side, how much cheaper Kalshi is than the books, the consensus gap, and the Kalshi close once a strike settles. Filter by team, game, player or stat.

    team game player statType gapsOnly position limit

27. nfl_prop_edge只读

    NFL Player Prop Edge (model vs Kalshi)

    Use for "best NFL props today" and "receiving yards prop value". Our projection vs the Kalshi "X or more" prop line: the contract, the YES/NO call, our odds and Kalshi's price for that side, the projection and the edge, with WATCH rows labelled. Live in season. Pro — sign in with PredictionMarketsPicks, or a Pro API key.

    propType minEdge limit

28. nfl_win_probability只读

    NFL Win Probability Calculator

    Use for "who wins Chiefs vs 49ers" and "what does a -7 spread mean". Pass homeTeam + awayTeam (or game, or one team) for our QB-gated model line (raw power ratings if unscheduled), or a spread (home favored negative). Returns win, cover and over/under probability, the projected score and our own total; neutral-site games get no home edge.

    spread total homeTeam awayTeam game

29. nhl_edge只读

    NHL Edge — Goal Light model vs Kalshi

    Use for "NHL predictions tonight" and "Stanley Cup odds". Tonight's NHL games on Kalshi — moneyline, puck line, totals, period markets — as Market · Model · Fair, starting goalies checked first. market=goals: anytime and first-goal contracts; market=futures: Cup, conference and division markets on Kalshi and Polymarket (international book) vs a 10,000-season sim. Free.

    market team limit

30. perp_liquidation只读

    Kalshi Perp Liquidation — where a leveraged position gets closed out

    Use for "where does a 5x bitcoin long liquidate on Kalshi". Estimates a Kalshi perp's liquidation price and the % move to it from Kalshi's risk parameters (a 5x BTC long is about 8% away, not the 20% the 100÷leverage rule implies), plus fees and expected funding. An estimate; Kalshi's app shows the exact one. Assets: btc, eth, sol, xrp, doge, hype, link, gold, silver, platinum, palladium. Free.

    asset side leverage margin entry hold_days

31. perps_board只读

    Kalshi Perps Board — price, leverage and funding for every perp

    Use for "Kalshi perps funding rate" and "how much leverage on Kalshi gold perps". Every Kalshi perpetual future: price, 24h volume, open interest, max leverage long and short, funding cadence, and what funding has cost a long since launch. Pass asset ("btc", "gold") for one.

    asset limit

32. player_outlook只读

    Player This Week — Kalshi prop lines

    One NFL player this week — every Kalshi prop line, the best price across venues, and our probability at each strike. Free. Use for "is <player> a good play this week", "<player> props".

    player scoring platform

33. race_odds只读

    2026 Race Odds — one Senate, governor or House race with every Kalshi leg

    Use for "who wins the Kansas Senate race" and "Michigan governor odds". Live Kalshi odds for one 2026 Senate, governor or competitive House race, by state, code, slug or district ("TX-34"): every leg's price, volume and link, the seat holder and rating, forecaster bands, and the race page. Prices are never estimated.

    race

34. senate_map只读

    2026 Senate Map — every seat, market price vs structure rating vs forecasters

    Use for "2026 Senate map" and "which Senate seats are toss-ups". Every 2026 Senate seat: holder and role, structure rating, forecaster bands where tracked, and the live Kalshi price (Democrat win probability where provable), closest race first, with a page URL per seat. Prices are never estimated — an unpriced seat returns null.

    limit

35. sleepers_and_busts只读

    Overpriced & Underpriced This Week

    Every NFL player whose Kalshi prop price our model disagrees with this week, ranked, marked underpriced or overpriced with the stat driving it. Free, the complete list. The strike, price and size are in Pro nfl_prop_edge. Use for "undervalued players this week", "who is the market overpricing", "sleepers this week", "busts to avoid this week".

    position

36. start_sit只读

    Start/Sit by the Market — what Kalshi prices each player at

    Use for "should I start Nacua or Adams" and "who does the market like more this week". For 2–4 players: the median Kalshi is pricing for each stat (read off his own strike ladder) and his anytime-TD price, compared on the stats they share. Market prices only — the call stays yours; Pro adds our weekly projection.

    players

37. stress_test_strategy只读

    Strategy Stress Test

    Paste a prediction-market trade history (or just trades, wins and average price) and get whether the edge is statistically real, how many trades would prove it, and where it leaks. The verdict reads net per dollar staked after fees, never a pooled win rate, with the bar raised for every strategy version tried. Accepts positions, a CSV, or Kalshi's realized P&L export (lots are grouped into positions). Nothing you paste is stored.

    trades csv wins avg_price_c venue maker strategies_tried

38. track_record只读

    Track Record — our graded signals, winners and losers

    Use for "how accurate is your model" and "what's your track record". Every graded PredictionMarketsPicks signal per engine (bitcoin, gold, silver, oil, weather, NHL) and the daily editorial call (POTD): W-L, net P/L, a 95% win-rate range and the current model era, and the NFL model's 2026 live record (published game positions and prop PLAYs) beside its backtest. WATCH calls are reported apart.

    lane

39. waiver_targets只读

    Waiver Targets — Sleeper trending adds with their Kalshi markets

    Use for "who is everyone adding off waivers" and "trending waiver adds this week". Sleeper's most-added players in the last 24 hours with what Kalshi is pricing each at this week; pass position, and a Sleeper username + league to see only players still available. Market data only.

    position sleeper_username league limit

40. weather_board只读

    Kalshi Weather Board — daily-high strikes vs the NWS forecast

    Use for "Kalshi NYC high temperature odds". Every open Kalshi daily-high strike in 13 cities: YES price, settlement station and source, the strict-comparison rule, close time, and the NWS forecast high beside it. Pass city ("nyc", "KXHIGHCHI"). Market data only.

    city day