nba.com scrapers compared

Odd beetting row

Single result in the default dataset.

• Pre-match odds snapshot (odds-snapshot-pre-match)
• Live odds snapshot (odds-snapshot-live)
• Player prop odds snapshot (odds-snapshot-player-prop)
• Scheduled cron run completed (scheduled-run)
• Fair odds enrichment (no-vig) (fair-odds-enrichment)

One player injury row (status, type, comments).

One team standings row (all record stats included).

One injured player: status, body part, surgery, expected return date and the analyst note. Error rows are free.

• Team injury report (team)
• Game with both sides (game)

One upcoming game with every bookmakers moneyline, spread and total nested, the opening price and movement on each price, best price per outcome, vig free fair odds and any arbitrage. Actors that bill per bookmaker line charge you 20 to 60 times for the same game. Games with no published prices are skipped and never charged. There is no per run fee.

One game saved to the dataset, with the odds of every bookmaker and market you selected, the no-vig consensus and the team statistics.

One player prop line: a player, a stat, and its odds. Props you filter out or cap are never charged.

One injury report read from ESPN's public feed: the league, season and season type; the team with its id, abbreviation and slug; the player with their ESPN id (read out of the player-card link, because ESPN does not put it in the record), display and short name, position and headshot; the status both as ESPN prints it and as ESPN's own code, with its abbreviation and description; the timestamp both as an ISO instant and exactly as ESPN wrote it; and ESPN's short and long analyst commentary. Each row carries a key that changes when the status, timestamp or comment changes, so monitoring returns a report again when it actually changes. Rows that report a league with no injuries, a league ESPN has no feed for, filters that matched nothing, nothing changed since the last monitoring run, or a feed that could not be read are returned with the reason and are never charged.

One league odds board fetched and parsed, with its season id and every sportsbook column for your market.

• Game with full odds board (game-odds)
• Derivative board scanned (derivative-scope)
• Line movement history (line-history)
• Public betting consensus (consensus)
• Player prop projections (player-props)
• Matchup hub detail (matchup-detail)
• League injury report (injury-report)
• Futures selection (futures-market)

One sports row (game/standing/team/player/race) — any of 20 leagues

One game row: both teams' Kalshi prices, implied and vig-free probabilities, overround, volume, open interest, spreads and totals

• Price history (history)

Charged for each betting line returned — one row per game per line type (pre-match or in-play), with opening, closing and current moneyline, spread and total in American, decimal and fractional odds. Games with no line posted are skipped and never charged.

Per-tool invocation via MCP Standby

One injured player (status, injury, expected return, note) or one roster entry.

One game with every sportsbook's spread, total and moneyline, the opening and consensus numbers, line movement, best prices and no-vig probabilities.

• Betting splits (betting-trends)
• Line movement history (line-movement)
• Head-to-head history (head-to-head)
• Futures selection (futures-odds)
• Player prop selection (player-prop)
• Handicapper consensus (consensus-pick)
• Score and line score (scoreboard-game)
• Headline (news-headline)
• Board scanned (board-scan)

One open sports market pushed to the dataset (venue, league, event, market, YES price, bid, ask, volume, close time, link).

One game at one bookmaker, read from ESPN's public feeds: the league, the game with its ESPN id, date, status and venue, both teams with ids and abbreviations; the bookmaker; the current spread, over/under and moneyline for both sides with the odds attached to each; the opening spread, opening total and opening moneylines as decimal odds; and how far each has moved since it opened, computed in decimal odds rather than American. Each row says whether the home side is favoured, whether it was at open, and whether the favourite flipped. Bookmaker affiliate links are deliberately not included. Rows that report games with no odds yet, a league with no games, filters that matched nothing, no line movement since the last monitoring run, or a feed that could not be read are returned with the reason and are never charged.

One row in the dataset: a match, a standings row or a team.

• Match with details (match-details)

One real player entry extracted from the supplied supported PDF and delivered with source page and row evidence. Repeated entries are billable. Synthetic demo, team submission statuses and diagnostics request no result event.

Once for each team whose chart the run reads with success

• Depth chart row (depth-chart-row)

Single result in the default dataset.

One game (score, status, venue, TV, betting line), standings entry or team game log.

• Play-by-play row (play)

One stats row delivered: player or team game log, game, injury, standing, season stat or roster entry.

• Play-by-play or prop row (play)

One SportsbookReview board page fetched — a league, market and scope for one date or week. Also charged for the extra board a filter needs.

• Game row (game-odds)
• Moneyline block (moneyline-odds)
• Totals block (totals-odds)
• Period block (period-odds)
• Line movement series (line-history)
• Team matchup stats (matchup-stats)
• Futures selection (futures-selection)

One field-goal attempt: who took it, from where on the floor, and whether it went in. Includes exact distance and angle from the hoop, plot-ready court coordinates, NBA's zone labels, the game clock in seconds, and expected points measured against the league's own average from that zone. Requests that fail are never pushed, so they are never billed.

One player prop line (opening + current, graded once the game is final) or one play-by-play row.

• Row of data (result)

One game row in your dataset: teams, start time, status and score, plus every chosen bookmaker's moneyline, spread and total with the best prices and margin-free probabilities. Each game is charged once per run; games skipped by onlyChanged or onlyNew are free.

One supplied public profile checked for all-time NBA metrics, including a verified no-NBA result in SUMMARY

• Start (start)

One stats row delivered: player or team game log, game, injury, standing, season stat or roster entry.

• Play-by-play row (play)

One game, team, athlete, standing or article written to the dataset. Rows removed by the status filter, rows unchanged in change mode and days that returned nothing are never charged. No start fee.

• Box score and injuries (game-detail)

One NBA record: a game (scores mode), a team standing (standings), a team (teams), or a player (roster).

• game_boxscore (game_boxscore)
• ai_matchup_summary (ai_matchup_summary)

Single result in the default dataset.

One match: score, status, teams, venue.

• Standings or team row (record)

One player's box score in one game saved to the dataset (points, yards, hits, time on ice, goals… — every stat ESPN shows).

• Game (game)

One game returned from an official league API (MLB Stats API or NHL Web API).

Charged per game returned.

Single result in the default dataset.

• NBA Teams List (nba-teams)
• NBA Team Roster (nba-team-roster)
• NBA Team Stats (nba-team-stats)
• NBA Standings (nba-standings)
• NBA Player Stats (nba-player-stats)
• NBA Game Stats (nba-game-stats)
• NBA Schedule (nba-schedule)
• NBA League Leaders (nba-leaders)
• NBA Fantasy Projections (nba-fantasy)
• NBA Betting Odds (nba-betting)

One player-season row of real per-game stats (NBA or NHL).

• Player advanced stats record (player-advanced-record)
• Team roster record (team-roster-record)
• Salary record (salary-record)
• Player playoff record (player-playoff-record)
• Player career total record (player-career-record)
• Player index record (player-index-record)

One NBA or NFL game with its moneyline, spread, total, book attribution, hold and no-vig probabilities.

• Player props, nested per game (props-page-row)
• Player prop line (player-prop-row)
• Odds board (odds-page-row)
• Odds board selection (odds-selection-row)
• Sportsbook review (review-row)
• Article (article-row)
• Category archive (category-row)
• Player stats block (player-stats-block)
• Season profile block (team-stats-block)
• Trends and form block (trends-block)
• Rest and travel block (rest-travel-block)
• Head-to-head block (head-to-head-block)
• Injury report block (injury-block)
• Quarter splits block (quarter-splits-block)
• Written analysis block (analysis-block)
• Competing promo offers (promo-offers-block)
• Full article text (article-content)
• Raw tables (raw-tables-block)

One sports row (game/standing/team/player/race) — any of 20 leagues