OpticOdds market behaviour — Pakistan v Netherlands

Recorded 2026-06-27 04:30:09 UTC → 2026-06-27 12:35:09 UTC · 485 min

780markets tracked 57%flapped (gone & back) 2273disappearances observed 81smedian gap 9083slongest gap 14wickets
📖 How to read this report · definitions for every metric below · terms throughout the report are clickable and jump here
Markets tracked
Distinct market keys (e.g. Moneyline|India) seen at any point during the capture for this fixture.
Flapped / Flapped (gone & back)
% of tracked markets that disappeared and then reappeared at least once. High % = unstable feed; the same market keeps blinking out and re-emerging.
Disappearances observed / Disappearances
Total count of DISAPPEARED events across all markets (a single market can disappear/reappear many times). Measures volume of churn, not duration.
Median gap / Longest gap
Across all DISAPPEARED → REAPPEARED cycles, the median and worst time-gap between losing a market and getting it back. "Clean" gaps only — windows of laptop/internet downtime are excluded.
Open-market count / Open-market count over time
How many distinct markets koth-prod / OO AI had live at each moment. koth-prod sampled every ~2s via heartbeats; OO AI at the comparison snapshot cadence (~30s). Dips = bulk drops; flat sections = stable catalogue.
Per-market visibility / Visibility
Per-market timeline showing when each market was offered. Coloured bars = market open; gaps between bars = the market was withdrawn.
Markets missing in OO AI / Coverage gap
Specific markets that other sources priced but OO AI never offered once in this match — genuine coverage gaps. Markets OO AI offered then lost are flapping (see §2), not counted as missing.
Top books filling OO AI's gaps
For each missed market, which books priced it most often (number = how many distinct missed markets that book covered). Useful signal for which markets to source from elsewhere.
All sportsbook availability / Coverage
Per-book coverage of the comparison snapshots in this match. Coverage % = fraction of cmp snapshots where the book had any market; Avg / Peak markets = mean and max market count per snapshot.
Median price level
Median decimal-odds across the common basket (markets all 3 of koth-prod, OO AI, ≥2 books price the same line; basket must have ≥3 markets to count). Each line is a 9-point rolling median (~4.5 min window) to dampen single-snapshot spikes from the basket changing. Gap between lines = systematic pricing divergence.
Cricinfo vs OO lag / Event-detection lag
For each ball-event (wicket/boundary), the time OO AI's REST and Stream feeds detected the event minus Cricinfo's detection time. Below 0 = OO saw it first. The "best" column uses whichever OO feed fired faster.

1 · Open-market count over time

Live selection count over the match. koth-prod at each 2s poll; OO AI at the comparison cadence (~30s). Dips = markets vanishing in bulk. Red dashed = wickets. The solid black line marks match start — pre-match time (if captured) is compressed into the left 12% so the in-play action gets the room; axis ticks read −Xh pre-match then +Nm from first ball.

03570105140−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m+3h

2 · Per-market visibility (top 16 flappers)

visible gone (dropped) no data (laptop) wicket

Team Top Batsman · Pakistan :: Gull FerozaTeam Top Batsman · Pakistan :: Iram JavedTeam Top Batsman · Netherlands :: Sanya KhTeam Top Batsman · Pakistan :: Eyman FatimTeam Top Batsman · Pakistan :: Ayesha ZafaTeam Top Batsman · Pakistan :: Saira JabeeTeam Top Batsman · Netherlands :: FrederiqTeam Top Batsman · Netherlands :: Babette Team Top Batsman · Netherlands :: Iris ZwiTeam Top Batsman · Netherlands :: Heather Team Top Batsman · Pakistan :: Tuba HassanTeam Top Batsman · Netherlands :: Robine RTeam Top Batsman · Netherlands :: Sterre KTeam Top Batsman · Netherlands :: Hannah LTeam Top Batsman · Netherlands :: CarolineTeam Top Batsman · Pakistan :: Nashra Sund−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m+3h

Top flapping markets · koth-prod

MarketReappearsDisappearancesLongest gapPrice points
Team Top Batsman · Pakistan :: Gull Feroza16171176s17
Team Top Batsman · Pakistan :: Iram Javed16171176s17
Team Top Batsman · Netherlands :: Sanya Khurana16171176s17
Team Top Batsman · Pakistan :: Eyman Fatima16171176s17
Team Top Batsman · Pakistan :: Ayesha Zafar16171176s17
Team Top Batsman · Pakistan :: Saira Jabeen16171176s17
Team Top Batsman · Netherlands :: Frederique Overdijk16171176s17
Team Top Batsman · Netherlands :: Babette de Leede16171176s17
Team Top Batsman · Netherlands :: Iris Zwilling16171176s17
Team Top Batsman · Netherlands :: Heather Siegers16171176s17
Team Top Batsman · Pakistan :: Tuba Hassan16171176s17
Team Top Batsman · Netherlands :: Robine Rijke16171176s17
Team Top Batsman · Netherlands :: Sterre Kalis16171176s17
Team Top Batsman · Netherlands :: Hannah Landheer15161176s16
Team Top Batsman · Netherlands :: Caroline de Lange15161176s16
Team Top Batsman · Pakistan :: Nashra Sundhu14151176s15
Team Top Batsman · Pakistan :: Gull FerozaTeam Top Batsman · Pakistan :: Ayesha ZafaTeam Top Batsman · Pakistan :: Tuba HassanTeam Top Batsman · Pakistan :: Saira JabeeTeam Top Batsman · Pakistan :: Eyman FatimTeam Top Batsman · Pakistan :: Iram JavedTeam Top Batsman · Netherlands :: Babette Team Top Batsman · Pakistan :: Sadia IqbalTeam Top Batsman · Netherlands :: Sanya KhTeam Top Batsman · Pakistan :: Nashra SundTeam Top Batsman · Netherlands :: Iris ZwiTeam Top Batsman · Netherlands :: FrederiqTeam Top Batsman · Netherlands :: Heather Team Top Batsman · Netherlands :: Robine RTeam Top Batsman · Pakistan :: Diana BaigTeam Top Batsman · Netherlands :: Sterre K−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m+3h

Top flapping markets · OO AI · sampled at the comparison cadence (~30s)

MarketReappearsDisappearancesLongest gapPrice points
Team Top Batsman · Pakistan :: Gull Feroza16171176s0
Team Top Batsman · Pakistan :: Ayesha Zafar16171176s0
Team Top Batsman · Pakistan :: Tuba Hassan16171176s0
Team Top Batsman · Pakistan :: Saira Jabeen16171176s0
Team Top Batsman · Pakistan :: Eyman Fatima16171176s0
Team Top Batsman · Pakistan :: Iram Javed16171176s0
Team Top Batsman · Netherlands :: Babette de Leede14151176s0
Team Top Batsman · Pakistan :: Sadia Iqbal14151176s0
Team Top Batsman · Netherlands :: Sanya Khurana14151176s0
Team Top Batsman · Pakistan :: Nashra Sundhu14151176s0
Team Top Batsman · Netherlands :: Iris Zwilling14151176s0
Team Top Batsman · Netherlands :: Frederique Overdijk14151176s0
Team Top Batsman · Netherlands :: Heather Siegers14151176s0
Team Top Batsman · Netherlands :: Robine Rijke14151176s0
Team Top Batsman · Pakistan :: Diana Baig14151176s0
Team Top Batsman · Netherlands :: Sterre Kalis14151176s0

5 · Cricinfo vs OO event-detection lag

No matched Cricinfo↔OO events in this log (need match_event records from a live match).

3 · Markets missing in OO AI

Specific markets the other side priced (at any point in the match) that OO AI never offered once — genuine coverage gaps, not flapping. Grouped by market type; expand a row to see exactly which selections / lines are absent, and which books priced each. (Markets OO AI does offer but that blink out are flapping — see §2, not counted here.)

vs koth-prod · 4 markets / 4 types

11th Over Team Total · 1 market · top books: Betsafe (6), iBet (6), Rizk (6)
  • Pakistan · 9.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6)
1st 6 Overs Team Total · 1 market · top books: Sportingbet (2), Sports Interaction (2), bwin (2)
  • Pakistan · 32.5 · books: Sportingbet(2), Sports Interaction(2), bwin(2), Stake(1)
1st Inning Team Total · 1 market · top books: Stake (47), Sportzino (4)
  • Pakistan · 154.5 · books: Stake(47), Sportzino(4)
Player Runs · 1 market · top books: Betsafe (7), iBet (7), Rizk (7)
  • Babette de Leede · 32.5 · books: Betsafe(7), iBet(7), Rizk(7), Betsson(7)

vs books (≥2 books) · 188 markets / 26 types

Player Runs · 45 markets · top books: Betsafe (2867), iBet (2867), Rizk (2867)
  • Ayesha Zafar · 46.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6)
  • Ayesha Zafar · 49.5 · books: Betsafe(345), Rizk(345), iBet(345), Betsson(345)
  • Babette de Leede · 32.5 · books: Betsafe(7), iBet(7), Rizk(7), Betsson(7)
  • Babette de Leede · 36.5 · books: Betsafe(6), Rizk(6), iBet(6), Betsson(6)
  • Babette de Leede · 37.5 · books: Betway(2), Sportingbet(2), Sports Interaction(2), bwin(2)
  • Babette de Leede · 49.5 · books: Betsafe(345), Rizk(345), iBet(345), Betsson(345)
  • Eyman Fatima · 9.5 · books: Betway(1), Sports Interaction(1), Sportingbet(1), bwin(1)
  • Gull Feroza · 20.5 · books: Rizk(7), Betsafe(7), iBet(7), Betsson(7)
  • Gull Feroza · 25.5 · books: Betsafe(6), Rizk(6), iBet(6), Betsson(6)
  • Gull Feroza · 30.5 · books: Betsafe(8), Rizk(8), iBet(8), Betsson(8)
  • Gull Feroza · 38.5 · books: Betsafe(5), iBet(5), Rizk(5), Betsson(5)
  • Gull Feroza · 43.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6)
  • Gull Feroza · 53.5 · books: Betsafe(13), iBet(13), Rizk(13), Betsson(13)
  • Gull Feroza · 63.5 · books: Betsafe(3), Rizk(3), iBet(3), Betsson(3)
  • Gull Feroza · 65.5 · books: Betsafe(5), iBet(5), Rizk(5), Betsson(5)
  • Heather Siegers · 13.5 · books: Rizk(4), Betsafe(4), iBet(4), Betsson(4)
  • Heather Siegers · 18.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6)
  • Heather Siegers · 19.5 · books: Betsafe(12), iBet(12), Rizk(12), Betsson(12)
  • Heather Siegers · 20.5 · books: Sports Interaction(2), Sportingbet(2), bwin(2), Betway(1)
  • Heather Siegers · 25.5 · books: Sports Interaction(2), Sportingbet(2), bwin(2), Betway(1)
  • Heather Siegers · 29.5 · books: Betsafe(5), iBet(5), Rizk(5), Betsson(5)
  • Heather Siegers · 30.5 · books: Sports Interaction(2), Sportingbet(2), bwin(2), Betway(1)
  • Iram Javed · 14.5 · books: Betsafe(344), Rizk(344), iBet(344), Betsson(344)
  • Iram Javed · 49.5 · books: Betsafe(345), Rizk(345), iBet(345), Betsson(345)
  • Muneeba Ali Siddiqi · 15.5 · books: Sports Interaction(42), Sportingbet(42), bwin(42)
  • Muneeba Ali Siddiqi · 16.5 · books: Sportingbet(12), Sports Interaction(12), bwin(12)
  • Muneeba Ali Siddiqi · 17.5 · books: Sportingbet(9), Sports Interaction(9), bwin(9)
  • Muneeba Ali Siddiqi · 19.5 · books: Sports Interaction(344), Sportingbet(344), bwin(344)
  • Muneeba Ali Siddiqi · 20.5 · books: Sports Interaction(42), Sportingbet(42), bwin(42)
  • Muneeba Ali Siddiqi · 21.5 · books: Sportingbet(17), Sports Interaction(17), bwin(17)
  • Muneeba Ali Siddiqi · 22.5 · books: Sportingbet(9), Sports Interaction(9), bwin(9)
  • Muneeba Ali Siddiqi · 25.5 · books: Sports Interaction(47), Sportingbet(47), bwin(47)
  • Muneeba Ali Siddiqi · 26.5 · books: Sportingbet(22), Sports Interaction(22), bwin(22)
  • Muneeba Ali Siddiqi · 27.5 · books: Sportingbet(9), Sports Interaction(9), bwin(9)
  • Muneeba Ali Siddiqi · 30.5 · books: Sportingbet(5), Sports Interaction(5), bwin(5)
  • Muneeba Ali Siddiqi · 31.5 · books: Sportingbet(10), Sports Interaction(10), bwin(10)
  • Muneeba Ali Siddiqi · 35.5 · books: Sportingbet(5), Sports Interaction(5), bwin(5)
  • Muneeba Ali Siddiqi · 36.5 · books: Sportingbet(5), Sports Interaction(5), bwin(5)
  • Phebe Molkenboer · 49.5 · books: Betsafe(345), Rizk(345), iBet(345), Betsson(345)
  • Robine Rijke · 15.5 · books: Betsafe(5), iBet(5), Rizk(5), Betsson(5)
  • Sanya Khurana · 13.5 · books: Betsafe(344), Rizk(344), iBet(344), Betsson(344)
  • Sanya Khurana · 16.5 · books: Unibet (Denmark)(383), BetRivers(383), Unibet(383), RushBet(383)
  • Sanya Khurana · 49.5 · books: Betsafe(345), Rizk(345), iBet(345), Betsson(345)
  • Sterre Kalis · 27.5 · books: Betsafe(5), iBet(5), Rizk(5), Betsson(5)
  • Sterre Kalis · 49.5 · books: Betsafe(345), Rizk(345), iBet(345), Betsson(345)
Man Of The Match · 30 markets · top books: Sports Interaction (9632), Sportingbet (9632), bwin (9632)
  • Aliya Riaz · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Ayesha Zafar · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Babette de Leede · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Caroline de Lange · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Diana Baig · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Eyman Fatima · None · books: Bodog(346), Bovada(346), Ozoon(346), Dafabet(344)
  • Frederique Overdijk · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Gull Feroza · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Hannah Landheer · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Heather Siegers · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Unibet (Denmark)(341)
  • Iram Javed · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Iris Zwilling · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Isabel Van Der Woning · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Lara Leemhuis · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Muneeba Ali Siddiqi · None · books: Sports Interaction(344), Sportingbet(344), bwin(344)
  • Myrthe van den Raad · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Nashra Sundhu · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Natalia Pervaiz · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Phebe Molkenboer · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Rameen Shamim · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Robine Rijke · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Rosalie Lawrence · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Sadia Iqbal · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Saira Jabeen · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Bodog(344)
  • Sana Mir · None · books: Bodog(382), Bovada(382), Ozoon(382)
  • Sanya Khurana · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Silver Siegers · None · books: Unibet (Denmark)(341), BetRivers(341), Unibet(341), RushBet(341)
  • Sterre Kalis · None · books: Sports Interaction(344), Sportingbet(344), bwin(344), Stake(344)
  • Tasmia Rubab · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
  • Tuba Hassan · None · books: Bodog(346), Bovada(346), Ozoon(346), Sports Interaction(344)
1st Inning Team Top Batsman · 26 markets · top books: Stake (15212), Dafabet (14379)
  • Netherlands :: Babette de Leede · None · books: Stake(900), Dafabet(854)
  • Netherlands :: Caroline de Lange · None · books: Stake(838), Dafabet(792)
  • Netherlands :: Frederique Overdijk · None · books: Stake(900), Dafabet(854)
  • Netherlands :: Hannah Landheer · None · books: Stake(867), Dafabet(821)
  • Netherlands :: Iris Zwilling · None · books: Stake(894), Dafabet(848)
  • Netherlands :: Isabel Van Der Woning · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Lara Leemhuis · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Myrthe van den Raad · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Phebe Molkenboer · None · books: Stake(803), Dafabet(758)
  • Netherlands :: Robine Rijke · None · books: Stake(900), Dafabet(854)
  • Netherlands :: Rosalie Lawrence · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Sanya Khurana · None · books: Stake(900), Dafabet(854)
  • Netherlands :: Sterre Kalis · None · books: Stake(900), Dafabet(854)
  • Pakistan :: Aliya Riaz · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Ayesha Zafar · None · books: Stake(510), Dafabet(463)
  • Pakistan :: Diana Baig · None · books: Stake(500), Dafabet(454)
  • Pakistan :: Eyman Fatima · None · books: Stake(510), Dafabet(463)
  • Pakistan :: Gull Feroza · None · books: Stake(510), Dafabet(463)
  • Pakistan :: Iram Javed · None · books: Stake(510), Dafabet(463)
  • Pakistan :: Nashra Sundhu · None · books: Stake(504), Dafabet(457)
  • Pakistan :: Natalia Pervaiz · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Rameen Shamim · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Sadia Iqbal · None · books: Stake(494), Dafabet(449)
  • Pakistan :: Saira Jabeen · None · books: Stake(510), Dafabet(463)
  • Pakistan :: Tasmia Rubab · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Tuba Hassan · None · books: Stake(510), Dafabet(463)
1st Inning Team Total Runs Before Dismissal · 21 markets · top books: Stake (863), Dafabet (829)
  • Netherlands · 12.5 · books: Stake(61), Dafabet(59)
  • Netherlands · 13.5 · books: Dafabet(344), Stake(344)
  • Netherlands · 16.5 · books: Stake(4), Dafabet(3)
  • Netherlands · 17.5 · books: Stake(4), Dafabet(3)
  • Netherlands · 18.5 · books: Dafabet(3), Stake(1)
  • Netherlands · 19.5 · books: Dafabet(13), Stake(13)
  • Netherlands · 23.5 · books: Stake(4), Dafabet(3)
  • Netherlands · 27.5 · books: Dafabet(9), Stake(9)
  • Netherlands · 31.5 · books: Dafabet(3), Stake(3)
  • Netherlands · 32.5 · books: Dafabet(4), Stake(4)
  • Netherlands · 33.5 · books: Dafabet(2), Stake(2)
  • Netherlands · 34.5 · books: Dafabet(2), Stake(2)
  • Netherlands · 35.5 · books: Dafabet(5), Stake(5)
  • Netherlands · 39.5 · books: Stake(3), Dafabet(2)
  • Netherlands · 43.5 · books: Dafabet(3), Stake(3)
  • Pakistan · 19.5 · books: Stake(373), Dafabet(344)
  • Pakistan · 23.5 · books: Stake(5), Dafabet(2)
  • Pakistan · 24.5 · books: Dafabet(9), Stake(9)
  • Pakistan · 28.5 · books: Dafabet(5), Stake(4)
  • Pakistan · 32.5 · books: Stake(5), Dafabet(5)
  • Pakistan · 33.5 · books: Dafabet(6), Stake(5)
1st Inning Team Top Bowler · 14 markets · top books: Dafabet (4816), Stake (4816)
  • Netherlands :: Caroline de Lange · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Frederique Overdijk · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Hannah Landheer · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Iris Zwilling · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Isabel Van Der Woning · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Lara Leemhuis · None · books: Dafabet(344), Stake(344)
  • Netherlands :: Myrthe van den Raad · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Ayesha Zafar · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Diana Baig · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Nashra Sundhu · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Rameen Shamim · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Sadia Iqbal · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Tasmia Rubab · None · books: Dafabet(344), Stake(344)
  • Pakistan :: Tuba Hassan · None · books: Dafabet(344), Stake(344)
Top Bowler · 9 markets · top books: Bodog (2534), Bovada (2534), Ozoon (2534)
  • Ayesha Zafar · None · books: Bodog(381), Bovada(381), Ozoon(381), Stake(344)
  • Diana Baig · None · books: Bodog(381), Bovada(381), Ozoon(381), Stake(344)
  • Nashra Sundhu · None · books: Stake(344), Ozoon(36), Bodog(36), Bovada(36)
  • Natalia Pervaiz · None · books: Bodog(381), Bovada(381), Ozoon(381)
  • Rameen Shamim · None · books: Bodog(381), Bovada(381), Ozoon(381), Stake(344)
  • Sadia Iqbal · None · books: Stake(344), Ozoon(37), Bodog(37), Bovada(37)
  • Sana Mir · None · books: Bodog(381), Bovada(381), Ozoon(381)
  • Tasmia Rubab · None · books: Stake(344), Bodog(175), Ozoon(175), Bovada(175)
  • Tuba Hassan · None · books: Bodog(381), Bovada(381), Ozoon(381), Stake(344)
Total Runs · 8 markets · top books: BC.GAME (1057), Betplay (1057), Rivalry (1057)
  • · 258.5 · books: BC.GAME(201), Betplay(201), Rivalry(201)
  • · 260.5 · books: BC.GAME(143), Rivalry(143), Betplay(143)
  • · 268.5 · books: BC.GAME(201), Betplay(201), Rivalry(201), Sportzino(200)
  • · 270.5 · books: Sportzino(144), BC.GAME(143), Rivalry(143), Betplay(143)
  • · 278.5 · books: BC.GAME(201), Betplay(201), Rivalry(201)
  • · 280.5 · books: BC.GAME(144), Rivalry(144), Betplay(144)
  • · 286.5 · books: BC.GAME(9), Rivalry(9), Betplay(9), Sportzino(8)
  • · 287.5 · books: BC.GAME(15), Rivalry(15), Betplay(15), Sportzino(14)
Team Total Run Outs · 5 markets · top books: Dafabet (688), Stake (688), SBOBET (688)
  • Netherlands · 0.5 · books: Dafabet(344), Stake(344), SBOBET(344)
  • Netherlands · 18.5 · books: Betway(2), Sportingbet(2), Sports Interaction(2), bwin(2)
  • Netherlands · 33.5 · books: Betway(2), Sportingbet(2), Sports Interaction(2), bwin(2)
  • Netherlands · 34.5 · books: Betway(2), Sportingbet(1), Sports Interaction(1), bwin(1)
  • Pakistan · 0.5 · books: Dafabet(344), Stake(344), SBOBET(344)
Team Top Bowler · 3 markets · top books: Betsafe (1034), Rizk (1034), iBet (1034)
  • Netherlands :: Silver Siegers · None · books: Betsafe(344), Rizk(344), iBet(344), Betsson(344)
  • Pakistan :: Eyman Fatima · None · books: Betsafe(345), Rizk(345), iBet(345), Betsson(345)
  • Pakistan :: Saira Jabeen · None · books: Betsafe(345), Rizk(345), iBet(345), Betsson(345)
Total Extras · 3 markets · top books: Sportzino (429), BC.GAME (428), Rivalry (428)
  • · 15.5 · books: BC.GAME(28), Rivalry(28), Betplay(28), Sportzino(27)
  • · 16.5 · books: BC.GAME(345), Betplay(345), Rivalry(345), Sportzino(344)
  • · 8.5 · books: Sportzino(58), BC.GAME(55), Rivalry(55), Betplay(55)
1st Inning Team Total · 2 markets · top books: Stake (61), Sportzino (15)
  • Pakistan · 146.5 · books: Stake(14), Sportzino(11)
  • Pakistan · 154.5 · books: Stake(47), Sportzino(4)
1st Inning Will There Be A Century · 2 markets · top books: Dafabet (688), Stake (688)
  • No · None · books: Dafabet(344), Stake(344)
  • Yes · None · books: Dafabet(344), Stake(344)
1st Inning Will There Be A Fifty · 2 markets · top books: Dafabet (688), Stake (688)
  • No · None · books: Dafabet(344), Stake(344)
  • Yes · None · books: Dafabet(344), Stake(344)
Team Top Batsman · 2 markets · top books: Betsafe (757), Rizk (756), iBet (756)
  • Netherlands :: Silver Siegers · None · books: Betsafe(757), Rizk(756), iBet(756), Betsson(756)
  • Pakistan :: Muneeba Ali Siddiqi · None · books: Sports Interaction(450), Sportingbet(450), bwin(450)
Team Total Fours · 2 markets · top books: Betsafe (67), Rizk (67), iBet (67)
  • Netherlands · 13.5 · books: Betsafe(12), Rizk(12), iBet(12), Betsson(12)
  • Netherlands · 14.5 · books: Betsafe(55), iBet(55), Rizk(55), Betsson(55)
Team Total Odd/Even · 2 markets · top books: Sportzino (1370), BC.GAME (734), Betplay (734)
  • Netherlands · None · books: Sportzino(692), BC.GAME(351), Betplay(351), Rivalry(351)
  • Pakistan · None · books: Sportzino(678), BC.GAME(383), Betplay(383), Rivalry(383)
Total Fours Odd/Even · 2 markets · top books: Sportzino (1710), BC.GAME (570), Betplay (570)
  • Even · None · books: Sportzino(855), BC.GAME(285), Betplay(285), Rivalry(284)
  • Odd · None · books: Sportzino(855), BC.GAME(285), Betplay(285), Rivalry(284)
Will There Be A Tie · 2 markets · top books: Betway (1236), Dafabet (1218), Betsafe (1038)
  • No · None · books: Betsafe(519), iBet(519), Rizk(519), Betsson(519)
  • Yes · None · books: Betway(1152), Dafabet(1087), Betsafe(519), iBet(519)
11th Over Team Total · 1 market · top books: Betsafe (6), iBet (6), Rizk (6)
  • Pakistan · 9.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6)
1st 6 Overs Team Total · 1 market · top books: Sportingbet (2), Sports Interaction (2), bwin (2)
  • Pakistan · 32.5 · books: Sportingbet(2), Sports Interaction(2), bwin(2), Stake(1)
1st Over Team Total · 1 market · top books: Betsafe (19), Rizk (19), iBet (19)
  • Pakistan · 7.5 · books: Betsafe(19), Rizk(19), iBet(19), Betsson(19)
20th Over Team Total · 1 market · top books: Betsafe (5), iBet (5), Rizk (5)
  • Pakistan · 7.5 · books: Betsafe(5), iBet(5), Rizk(5), Betsson(5)
4th Over Team Total · 1 market · top books: Sportzino (9), Betsafe (1), iBet (1)
  • Pakistan · 9.5 · books: Sportzino(9), Betsafe(1), iBet(1), Rizk(1)
Team Total Sixes · 1 market · top books: Betsafe (215), Rizk (215), iBet (215)
  • Pakistan · 0.5 · books: Betsafe(215), Rizk(215), iBet(215), Betsson(215)
Team Total · 1 market · top books: Kalshi (1252), Sportzino (8)
  • Netherlands · 109.5 · books: Kalshi(1252), Sportzino(8)
Total Run Outs · 1 market · top books: Sportzino (344), Unibet (Denmark) (341), BetRivers (341)
  • · 0.5 · books: Sportzino(344), Unibet (Denmark)(341), BetRivers(341), Unibet(341)

Top books filling OO AI's coverage gaps · books that priced the most distinct markets OO AI never offered

BookMissed markets it priced
Stake103
Dafabet70
Sports Interaction56
Sportingbet56
bwin56
Betsafe38
Rizk38
iBet38
Betsson38
Unibet (Denmark)31
BetRivers31
Unibet31
RushBet31
Four Winds31
SugarHouse31

All sportsbook availability · coverage of comparison snapshots in this match · sorted by coverage %

BookCoverageSnapshots with marketsAvg markets / snapPeak markets
Kalshi96.2%1252/13028.08
Betway90.1%1173/130247.6106
Sports Interaction90.1%1173/130254.5132
Sportingbet90.1%1173/130254.5132
bwin90.1%1173/130254.6132
BC.GAME89.7%1168/13024.814
Betplay89.7%1168/13024.814
Rivalry89.7%1168/13024.814
Stake89.3%1163/130290.9245
Bodog89.0%1159/130219.958
Bovada89.0%1159/130219.958
Ozoon89.0%1159/130219.958
DraftKings89.0%1159/130212.723
Sportzino88.0%1146/130231.279
Betsafe86.9%1131/130237.293
Rizk86.8%1130/130237.293
iBet86.8%1130/130237.293
Betsson86.8%1130/130237.293
SBOBET86.6%1128/130210.824
Unibet85.7%1116/130214.944
Unibet (Denmark)85.6%1114/130214.944
Dafabet84.3%1097/130259.1138
theScore83.6%1089/13024.18
BetRivers29.4%383/130236.140
RushBet29.4%383/130236.140
Four Winds29.4%383/130236.140
SugarHouse29.4%383/130236.140
TwinSpires29.4%383/130236.140
Desert Diamond29.4%383/130236.140
Sportsbetting.ag26.5%345/13022.02
BetOnline26.5%345/13022.02
LowVig26.5%345/13022.02
Caesars22.7%296/13022.02
William Hill22.7%296/13022.02
BetAmapola14.5%189/13022.02

4 · Median price level — koth-prod vs OO AI vs books

Median decimal odds on the common basket (markets all three price, mainline, ≥3 markets/basket). Each line is a 9-point rolling median (~4.5 min window) so single-snapshot basket-churn no longer spikes the chart. The gap between lines is the pricing divergence; OO AI is dashed so it stays visible where it overlaps the books line.

koth-prod OpticOdds AI (dashed) books median

1.042.243.444.645.83−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m+3h