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Glama

Lumify Sports Intelligence

get_stats

Read-onlyIdempotent

Get raw, deterministic team/match statistics for a soccer, MLB, tennis, NFL, NCAAF, NBA, NCAAB, or NHL event — no odds (use get_odds) and no scoring (use get_intelligence). Payload is sport-specific: teams.home/away except tennis (players.player_1/player_2). Tennis doubles/qualifying return available:false. Form/record/H2H exclude walkovers and NFL/NCAAF/NBA/NCAAB preseason. Other sports return HTTP 400. Field catalog: https://lumify.ai/docs/reference#event-stats

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
event_idYesEvent id, from list_events, query_events, or search results.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
matchNoTennis only. Match context: surface, competition_id/name, tier, round (ingested labels like 'Round of 16'/'Quarterfinal'/'Final', not 'R16'), court (not currently populated), status, result_type, scoreboard (sets_won + per-set games; tiebreak_score not currently populated).
teamsNoSoccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Each side includes image_url (Lumify media URL, null until ingest; never a vendor CDN). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup, player_box (this event's per-player batting/pitching counting stats; final, in-progress, and delayed when rows exist). NFL/NCAAF: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct), player_box (one players[] line per athlete with passing/rushing/receiving/defense/kicking counts; final, in-progress, and delayed when rows exist). NBA/NCAAB: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums), player_box (points/rebounds/assists/…; final, in-progress, and delayed when rows exist). NHL: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots), player_box (skaters[] + goalies[]; assists/hits remapped from assists_nhl/hits_nhl; final, in-progress, and delayed when rows exist). Settleables stay on get_player_props. Absent on tennis responses — use players instead.
playersNoTennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses), career_rates (Stage-2 serve/return percentages; null until ingest), career_surface (Stage-2 match-surface W/L over windows.career_surface_years; null when empty). History windows exclude walkovers (unplayed) and include retirements.
profileNoSoccer only. 'world_cup' or 'club'.
windowsNoExplicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB/NFL/NCAAF/NBA/NCAAB/NHL: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365), career_surface_years (3).
event_idNoLumify event ID.
availableNoFalse when participants haven't resolved, or tennis draw_type is not exactly 'singles' (doubles/qualifying out of scope); every other field is omitted and the call isn't billed.
draw_typeNoTennis only. Always 'singles' when available is true. Values other than 'singles' (including 'doubles' and 'qualifying') return available:false.
league_slugNoLeague/tour slug, e.g. 'mls', 'mlb', 'nfl', 'atp', 'wta'.
head_to_headNoPast meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. NFL/NCAAF/NBA/NCAAB: {home_points, away_points}. NHL: {home_goals, away_goals}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2 (walkovers excluded).
neutral_siteNoSoccer only. Whether this fixture is at a neutral venue. Informational here; factored into home-advantage scoring on get_intelligence.
league_contextNoSoccer only. {avg_goals_per_team}: league-wide baseline goals/team/game, used by get_intelligence's attack/defense scoring. Null for fixed-baseline competitions.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / properties / teams / description
      Previous value: -"Soccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Each side includes image_url (Lumify media URL, null until ingest; never a vendor CDN). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup, player_box (this event's per-player batting/pitching counting stats). NFL/NCAAF: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct), player_box (one players[] line per athlete with passing/rushing/receiving/defense/kicking counts; final only). NBA/NCAAB: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums), player_box (points/rebounds/assists/…; final only). NHL: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots), player_box (skaters[] + goalies[]; assists/hits remapped from assists_nhl/hits_nhl; final only). Settleables stay on get_player_props. Absent on tennis responses — use players instead."New value: +"Soccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Each side includes image_url (Lumify media URL, null until ingest; never a vendor CDN). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup, player_box (this event's per-player batting/pitching counting stats; final, in-progress, and delayed when rows exist). NFL/NCAAF: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct), player_box (one players[] line per athlete with passing/rushing/receiving/defense/kicking counts; final, in-progress, and delayed when rows exist). NBA/NCAAB: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums), player_box (points/rebounds/assists/…; final, in-progress, and delayed when rows exist). NHL: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots), player_box (skaters[] + goalies[]; assists/hits remapped from assists_nhl/hits_nhl; final, in-progress, and delayed when rows exist). Settleables stay on get_player_props. Absent on tennis responses — use players instead."
  2. Added
  3. Removed
  4. Changed1 schema field changed
    • changedOutput schema / properties / players / description
      Previous value: -"Tennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses), career_rates (Stage-2 serve/return percentages from RapidAPI Tennis API; null until ingest), career_surface (Stage-2 match-surface W/L over windows.career_surface_years; null when empty). History windows exclude walkovers (unplayed) and include retirements."New value: +"Tennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses), career_rates (Stage-2 serve/return percentages; null until ingest), career_surface (Stage-2 match-surface W/L over windows.career_surface_years; null when empty). History windows exclude walkovers (unplayed) and include retirements."
  5. Changed1 schema field changed
    • changedOutput schema / properties / teams / description
      Previous value: -"Soccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup, player_box (this event's per-player batting/pitching counting stats). NFL/NCAAF: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct), player_box (one players[] line per athlete with passing/rushing/receiving/defense/kicking counts; final only). NBA/NCAAB: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums), player_box (points/rebounds/assists/…; final only). NHL: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots), player_box (skaters[] + goalies[]; assists/hits remapped from assists_nhl/hits_nhl; final only). Settleables stay on get_player_props. Absent on tennis responses — use players instead."New value: +"Soccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Each side includes image_url (Lumify media URL, null until ingest; never a vendor CDN). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup, player_box (this event's per-player batting/pitching counting stats). NFL/NCAAF: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct), player_box (one players[] line per athlete with passing/rushing/receiving/defense/kicking counts; final only). NBA/NCAAB: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums), player_box (points/rebounds/assists/…; final only). NHL: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots), player_box (skaters[] + goalies[]; assists/hits remapped from assists_nhl/hits_nhl; final only). Settleables stay on get_player_props. Absent on tennis responses — use players instead."
  6. Changed1 schema field changed
    • changedOutput schema / properties / players / description
      Previous value: -"Tennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses), career_rates (Stage-2 serve/return percentages; null until ingest), career_surface (Stage-2 match-surface W/L over windows.career_surface_years; null when empty). History windows exclude walkovers (unplayed) and include retirements."New value: +"Tennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses), career_rates (Stage-2 serve/return percentages from RapidAPI Tennis API; null until ingest), career_surface (Stage-2 match-surface W/L over windows.career_surface_years; null when empty). History windows exclude walkovers (unplayed) and include retirements."
  7. Changed1 schema field changed
    • changedOutput schema / properties / teams / description
      Previous value: -"Soccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup, player_box (this event's per-player batting/pitching counting stats). NFL/NCAAF Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct) — no per-player block. NBA/NCAAB Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums) — no per-player block. NHL Stage-1: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots) — no per-skater/goalie block. Absent on tennis responses — use players instead."New value: +"Soccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup, player_box (this event's per-player batting/pitching counting stats). NFL/NCAAF: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct), player_box (one players[] line per athlete with passing/rushing/receiving/defense/kicking counts; final only). NBA/NCAAB: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums), player_box (points/rebounds/assists/…; final only). NHL: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots), player_box (skaters[] + goalies[]; assists/hits remapped from assists_nhl/hits_nhl; final only). Settleables stay on get_player_props. Absent on tennis responses — use players instead."
  8. Changed1 schema field changed
    • changedOutput schema / properties / teams / description
      Previous value: -"Soccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup. NFL/NCAAF Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct) — no per-player block. NBA/NCAAB Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums) — no per-player block. NHL Stage-1: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots) — no per-skater/goalie block. Absent on tennis responses — use players instead."New value: +"Soccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup, player_box (this event's per-player batting/pitching counting stats). NFL/NCAAF Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct) — no per-player block. NBA/NCAAB Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums) — no per-player block. NHL Stage-1: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots) — no per-skater/goalie block. Absent on tennis responses — use players instead."
  9. Changed3 schema fields changed
    • changedOutput schema / properties / head_to_head / description
      Previous value: -"Past meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. NFL/NBA: {home_points, away_points}. NHL: {home_goals, away_goals}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2 (walkovers excluded)."New value: +"Past meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. NFL/NCAAF/NBA/NCAAB: {home_points, away_points}. NHL: {home_goals, away_goals}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2 (walkovers excluded)."
    • changedOutput schema / properties / teams / description
      Previous value: -"Soccer/MLB/NFL/NBA/NHL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup. NFL Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct) — no per-player block. NBA Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums) — no per-player block. NHL Stage-1: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots) — no per-skater/goalie block. Absent on tennis responses — use players instead."New value: +"Soccer/MLB/NFL/NCAAF/NBA/NCAAB/NHL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup. NFL/NCAAF Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct) — no per-player block. NBA/NCAAB Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums) — no per-player block. NHL Stage-1: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots) — no per-skater/goalie block. Absent on tennis responses — use players instead."
    • changedOutput schema / properties / windows / description
      Previous value: -"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB/NFL/NBA/NHL: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365), career_surface_years (3)."New value: +"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB/NFL/NCAAF/NBA/NCAAB/NHL: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365), career_surface_years (3)."
  10. Changed3 schema fields changed
    • changedOutput schema / properties / head_to_head / description
      Previous value: -"Past meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. NFL: {home_points, away_points}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2 (walkovers excluded)."New value: +"Past meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. NFL/NBA: {home_points, away_points}. NHL: {home_goals, away_goals}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2 (walkovers excluded)."
    • changedOutput schema / properties / teams / description
      Previous value: -"Soccer/MLB/NFL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup. NFL Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct) — no per-player block. Absent on tennis responses — use players instead."New value: +"Soccer/MLB/NFL/NBA/NHL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup. NFL Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct) — no per-player block. NBA Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (rebounds/assists/steals/blocks/turnovers/fouls, fg_pct/three_point_pct/free_throw_pct as ratio-of-sums) — no per-player block. NHL Stage-1: record (goals_for/against), recent_form (goals_scored/allowed), rest_days, rates_l5/rates_season (shots_on_goal/hits/penalty_minutes/power_play_goals/giveaways/takeaways/blocked_shots) — no per-skater/goalie block. Absent on tennis responses — use players instead."
    • changedOutput schema / properties / windows / description
      Previous value: -"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB/NFL: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365), career_surface_years (3)."New value: +"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB/NFL/NBA/NHL: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365), career_surface_years (3)."
  11. Changed4 schema fields changed
    • changedOutput schema / properties / head_to_head / description
      Previous value: -"Past meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2 (walkovers excluded)."New value: +"Past meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. NFL: {home_points, away_points}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2 (walkovers excluded)."
    • changedOutput schema / properties / league_slug / description
      Previous value: -"League/tour slug, e.g. 'mls', 'mlb', 'atp', 'wta'."New value: +"League/tour slug, e.g. 'mls', 'mlb', 'nfl', 'atp', 'wta'."
    • changedOutput schema / properties / teams / description
      Previous value: -"Soccer/MLB only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup. Absent on tennis responses — use players instead."New value: +"Soccer/MLB/NFL only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup. NFL Stage-1: record (points_for/against), recent_form (points_scored/allowed), rest_days, rates_l5/rates_season (total/passing/rushing yards, attempts, turnovers, third_down_pct) — no per-player block. Absent on tennis responses — use players instead."
    • changedOutput schema / properties / windows / description
      Previous value: -"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365), career_surface_years (3)."New value: +"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB/NFL: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365), career_surface_years (3)."
  12. Changed1 schema field changed
    • changedOutput schema / properties / teams / description
      Previous value: -"Soccer/MLB only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season, starting_pitcher, lineup. Absent on tennis responses — use players instead."New value: +"Soccer/MLB only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season (incl. OBP/SLG/OPS/RBI/TB), starting_pitcher (post-box only), lineup. Absent on tennis responses — use players instead."
  13. Changed2 schema fields changed
    • changedOutput schema / properties / players / description
      Previous value: -"Tennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses). History windows exclude walkovers (unplayed) and include retirements."New value: +"Tennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses), career_rates (Stage-2 serve/return percentages; null until ingest), career_surface (Stage-2 match-surface W/L over windows.career_surface_years; null when empty). History windows exclude walkovers (unplayed) and include retirements."
    • changedOutput schema / properties / windows / description
      Previous value: -"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365)."New value: +"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365), career_surface_years (3)."
  14. Changed5 schema fields changed
    • changedOutput schema / properties / available / description
      Previous value: -"False when participants haven't resolved (or tennis is not singles); every other field is omitted and the call isn't billed."New value: +"False when participants haven't resolved, or tennis draw_type is not exactly 'singles' (doubles/qualifying out of scope); every other field is omitted and the call isn't billed."
    • changedOutput schema / properties / draw_type / description
      Previous value: -"Tennis only. Always 'singles' when available is true."New value: +"Tennis only. Always 'singles' when available is true. Values other than 'singles' (including 'doubles' and 'qualifying') return available:false."
    • changedOutput schema / properties / head_to_head / description
      Previous value: -"Past meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2."New value: +"Past meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2 (walkovers excluded)."
    • changedOutput schema / properties / match / description
      Previous value: -"Tennis only. Match context: surface, competition_id/name, tier, round, court, status, result_type, scoreboard (sets_won + per-set games for player_1/player_2)."New value: +"Tennis only. Match context: surface, competition_id/name, tier, round (ingested labels like 'Round of 16'/'Quarterfinal'/'Final', not 'R16'), court (not currently populated), status, result_type, scoreboard (sets_won + per-set games; tiebreak_score not currently populated)."
    • changedOutput schema / properties / players / description
      Previous value: -"Tennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses)."New value: +"Tennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses). History windows exclude walkovers (unplayed) and include retirements."
  15. Changed8 schema fields changed
    • changedOutput schema / properties / available / description
      Previous value: -"False when either team hasn't resolved yet; every other field is omitted and the call isn't billed."New value: +"False when participants haven't resolved (or tennis is not singles); every other field is omitted and the call isn't billed."
    • addedOutput schema / properties / draw_type
      Added value: +{
      +  "description": "Tennis only. Always 'singles' when available is true.",
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • changedOutput schema / properties / head_to_head / description
      Previous value: -"Past meetings between these two teams: {window, meetings, total}. Soccer meetings are {home_goals, away_goals}; MLB meetings are {home_runs, away_runs}."New value: +"Past meetings: {window, meetings, total}. Soccer: {home_goals, away_goals}. MLB: {home_runs, away_runs}. Tennis: {event_id, starts_at, surface, winner_role, sets_won} relative to this fixture's player_1/player_2."
    • changedOutput schema / properties / league_slug / description
      Previous value: -"League slug, e.g. 'mls' or 'mlb'."New value: +"League/tour slug, e.g. 'mls', 'mlb', 'atp', 'wta'."
    • addedOutput schema / properties / match
      Added value: +{
      +  "description": "Tennis only. Match context: surface, competition_id/name, tier, round, court, status, result_type, scoreboard (sets_won + per-set games for player_1/player_2).",
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / players
      Added value: +{
      +  "description": "Tennis only (player_1/player_2). Each side: player_id, name, country_code, ranking, ranking_points, rest_days, recent_form, surface_form, record (tour_lookback wins/losses).",
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
    • changedOutput schema / properties / teams / description
      Previous value: -"home/away raw stats. Soccer: recent_form, team_strength (club: rank/GD/W-D-L; WC: fifa_rank), venue, rest_days, sos (club avg opp PPG; null for WC), lineup (formation + starters), rates_l5, rates_season (shots/SoT for&against, possession, save_rate, …; each rate block includes field_games). MLB: record (season-to-date W/L + run differential), recent_form (runs scored/allowed), rest_days, rates_l5/rates_season (AVG/ERA/WHIP/K9/BB9 + component counts, each with field_games), starting_pitcher (own season ERA/WHIP/K9/BB9; available:false pre-lineup), lineup (batting_order + starting_pitcher + bench; no formation field)."New value: +"Soccer/MLB only (home/away). Soccer: recent_form, team_strength, venue, rest_days, sos, lineup, rates_l5, rates_season. MLB: record, recent_form, rest_days, rates_l5/rates_season, starting_pitcher, lineup. Absent on tennis responses — use players instead."
    • changedOutput schema / properties / windows / description
      Previous value: -"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season' — a deliberately variable-length window, see each team's rates_season.games), head_to_head (10), sos (5). MLB: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10) — no sos."New value: +"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10), sos (5). MLB: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10). Tennis: recent_form (10), surface_form (10), head_to_head (10), record_lookback_days (365)."
  16. Changed7 schema fields changed
    • changedOutput schema / properties / head_to_head / description
      Previous value: -"Past meetings between these two teams: {window, meetings: [{home_goals, away_goals}], total}."New value: +"Past meetings between these two teams: {window, meetings, total}. Soccer meetings are {home_goals, away_goals}; MLB meetings are {home_runs, away_runs}."
    • changedOutput schema / properties / league_context / description
      Previous value: -"{avg_goals_per_team}: league-wide baseline goals/team/game, used by get_intelligence's attack/defense scoring. Null for fixed-baseline competitions."New value: +"Soccer only. {avg_goals_per_team}: league-wide baseline goals/team/game, used by get_intelligence's attack/defense scoring. Null for fixed-baseline competitions."
    • changedOutput schema / properties / league_slug / description
      Previous value: -"League slug, e.g. 'mls'."New value: +"League slug, e.g. 'mls' or 'mlb'."
    • changedOutput schema / properties / neutral_site / description
      Previous value: -"Whether this fixture is at a neutral venue. Informational here; factored into home-advantage scoring on get_intelligence."New value: +"Soccer only. Whether this fixture is at a neutral venue. Informational here; factored into home-advantage scoring on get_intelligence."
    • changedOutput schema / properties / profile / description
      Previous value: -"'world_cup' or 'club'."New value: +"Soccer only. 'world_cup' or 'club'."
    • changedOutput schema / properties / teams / description
      Previous value: -"home/away raw stats: recent_form, team_strength (club: rank/GD/W-D-L; WC: fifa_rank), venue, rest_days, sos (club avg opp PPG; null for WC), lineup (formation + starters), rates_l5, rates_season (shots/SoT for&against, possession, save_rate, …; each rate block includes field_games)."New value: +"home/away raw stats. Soccer: recent_form, team_strength (club: rank/GD/W-D-L; WC: fifa_rank), venue, rest_days, sos (club avg opp PPG; null for WC), lineup (formation + starters), rates_l5, rates_season (shots/SoT for&against, possession, save_rate, …; each rate block includes field_games). MLB: record (season-to-date W/L + run differential), recent_form (runs scored/allowed), rest_days, rates_l5/rates_season (AVG/ERA/WHIP/K9/BB9 + component counts, each with field_games), starting_pitcher (own season ERA/WHIP/K9/BB9; available:false pre-lineup), lineup (batting_order + starting_pitcher + bench; no formation field)."
    • changedOutput schema / properties / windows / description
      Previous value: -"Explicit sample depths: recent_form (5), rates_l5 (5), rates_season ('season' — a deliberately variable-length window, see each team's rates_season.games), head_to_head (10), sos (5)."New value: +"Explicit sample depths. Soccer: recent_form (5), rates_l5 (5), rates_season ('season' — a deliberately variable-length window, see each team's rates_season.games), head_to_head (10), sos (5). MLB: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10) — no sos."
  17. Changed9 schema fields changed
    • addedOutput schema / properties / available / description
      Added value: +"False when either team hasn't resolved yet; every other field is omitted and the call isn't billed."
    • addedOutput schema / properties / event_id / description
      Added value: +"Lumify event ID."
    • addedOutput schema / properties / head_to_head / description
      Added value: +"Past meetings between these two teams: {window, meetings: [{home_goals, away_goals}], total}."
    • addedOutput schema / properties / league_context / description
      Added value: +"{avg_goals_per_team}: league-wide baseline goals/team/game, used by get_intelligence's attack/defense scoring. Null for fixed-baseline competitions."
    • addedOutput schema / properties / league_slug / description
      Added value: +"League slug, e.g. 'mls'."
    • removedOutput schema / properties / market_context
      Removed value: -{
      -  "description": "Thin open→current odds summary for the default book: moneyline, total, and movement deltas derived from lumify_odds + movement.",
      -  "type": [
      -    "object",
      -    "null"
      -  ]
      -}
    • addedOutput schema / properties / neutral_site
      Added value: +{
      +  "description": "Whether this fixture is at a neutral venue. Informational here; factored into home-advantage scoring on get_intelligence.",
      +  "type": [
      +    "boolean",
      +    "null"
      +  ]
      +}
    • changedOutput schema / properties / teams / description
      Previous value: -"home/away raw stats: recent_form, team_strength (club: rank/GD/W-D-L; WC: fifa_rank), venue, rest_days, sos (club avg opp PPG), lineup (formation + starters), rates_l5, rates_season (shots/SoT for&against, possession, save_rate, …; each rate block includes field_games)."New value: +"home/away raw stats: recent_form, team_strength (club: rank/GD/W-D-L; WC: fifa_rank), venue, rest_days, sos (club avg opp PPG; null for WC), lineup (formation + starters), rates_l5, rates_season (shots/SoT for&against, possession, save_rate, …; each rate block includes field_games)."
    • changedOutput schema / properties / windows / description
      Previous value: -"Explicit sample depths: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10)."New value: +"Explicit sample depths: recent_form (5), rates_l5 (5), rates_season ('season' — a deliberately variable-length window, see each team's rates_season.games), head_to_head (10), sos (5)."
  18. Changed3 schema fields changed
    • addedOutput schema / properties / market_context
      Added value: +{
      +  "description": "Thin open→current odds summary for the default book: moneyline, total, and movement deltas derived from lumify_odds + movement.",
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
    • changedOutput schema / properties / teams / description
      Previous value: -"home/away raw stats: recent_form, team_strength, venue, rest_days."New value: +"home/away raw stats: recent_form, team_strength (club: rank/GD/W-D-L; WC: fifa_rank), venue, rest_days, sos (club avg opp PPG), lineup (formation + starters), rates_l5, rates_season (shots/SoT for&against, possession, save_rate, …; each rate block includes field_games)."
    • addedOutput schema / properties / windows
      Added value: +{
      +  "description": "Explicit sample depths: recent_form (5), rates_l5 (5), rates_season ('season'), head_to_head (10).",
      +  "type": [
      +    "object",
      +    "null"
      +  ]
      +}
  19. Added

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already mark this as read-only, idempotent, and non-destructive, so the bar is lower, but the description still adds meaningful behavioral detail: deterministic results, sport-specific payload shapes, tennis doubles/qualifying returning available:false, and exclusion of walkovers and certain preseason games. It goes well beyond the annotations without contradicting them.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is dense but every sentence earns its place: core purpose, explicit exclusions, sport-specific payload note, edge-case behavior, and a pointer to the field catalog. It is front-loaded with the most important information and does not waste words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's multi-sport complexity, the single event_id parameter, the rich annotations, and the presence of an output schema, the description covers all essential call-time knowledge. It even provides a documentation URL for field-level details, making it fully sufficient for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema covers 100% of the single parameter, event_id, including its source from list_events, query_events, or search results. The description reinforces that this is an event-level statistics tool but adds no new parameter-specific semantics beyond the schema, so the baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb and resource: 'Get raw, deterministic team/match statistics' for an event, and enumerates the supported sports. It explicitly distinguishes itself from get_odds and get_intelligence, so an agent can immediately tell what this tool does and what it does not do.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says when not to use this tool: 'no odds (use get_odds) and no scoring (use get_intelligence)' and warns that 'Other sports return HTTP 400.' This gives the agent concrete routing guidance and exclusion criteria beyond the bare schema.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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