OpticOdds market behaviour — Singapore v Thailand

Recorded 2026-06-26 05:30:09 UTC → 2026-06-26 13:35:36 UTC · 485 min

311markets tracked 49%flapped (gone & back) 797disappearances observed 65smedian gap 2925slongest gap 12wickets
📖 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 Coloured bars = market open; gaps between bars = the market was withdrawn.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.

06121824−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m

2 · Per-market visibility (top 16 flappers)

visible gone (dropped) no data (laptop) wicket

Highest Opening Partnership 3-Way · DrawHighest Opening Partnership 3-Way · ThailaHighest Opening Partnership 3-Way · SingapMoneyline · ThailandMoneyline · SingaporeTeam Total · Thailand · 91.5Team Total · Thailand · 86.5Team Total · Thailand · 94.5Team Total · Thailand · 92.5Team Total · Thailand · 87.5Team Total · Thailand · 96.51st 12 Overs Team Total · Thailand · 55.51st 12 Overs Team Total · Thailand · 52.5Team Total · Thailand · 89.5Team Total · Thailand · 97.5Team Total · Thailand · 85.5−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m

Top flapping markets · koth-prod

MarketReappearsDisappearancesLongest gapPrice points
Highest Opening Partnership 3-Way · Draw4950139s50
Highest Opening Partnership 3-Way · Thailand4950139s50
Highest Opening Partnership 3-Way · Singapore4950139s50
Moneyline · Thailand1314524s14
Moneyline · Singapore1213390s13
Team Total · Thailand · 91.5910501s10
Team Total · Thailand · 86.589635s9
Team Total · Thailand · 94.578960s8
Team Total · Thailand · 92.578823s8
Team Total · Thailand · 87.578709s8
Team Total · Thailand · 96.578502s8
1st 12 Overs Team Total · Thailand · 55.567716s7
1st 12 Overs Team Total · Thailand · 52.567295s7
Team Total · Thailand · 89.5561065s6
Team Total · Thailand · 97.5561049s6
Team Total · Thailand · 85.5561037s6
Highest Opening Partnership 3-Way · SingapHighest Opening Partnership 3-Way · ThailaHighest Opening Partnership 3-Way · DrawMoneyline · ThailandMoneyline · SingaporeTeam Total · Thailand · 86.5Team Total · Thailand · 94.5Team Total · Thailand · 92.5Team Total · Thailand · 87.5Team Total · Thailand · 96.5Team Total · Thailand · 91.51st 12 Overs Team Total · Thailand · 55.5Team Total · Thailand · 89.5Team Total · Thailand · 97.5Team Total · Thailand · 85.5Team Total · Thailand · 90.5−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m

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

MarketReappearsDisappearancesLongest gapPrice points
Highest Opening Partnership 3-Way · Singapore4950143s0
Highest Opening Partnership 3-Way · Thailand4950143s0
Highest Opening Partnership 3-Way · Draw4950143s0
Moneyline · Thailand1314524s0
Moneyline · Singapore1314390s0
Team Total · Thailand · 86.589635s0
Team Total · Thailand · 94.578960s0
Team Total · Thailand · 92.578834s0
Team Total · Thailand · 87.578709s0
Team Total · Thailand · 96.578502s0
Team Total · Thailand · 91.578501s0
1st 12 Overs Team Total · Thailand · 55.567716s0
Team Total · Thailand · 89.5561065s0
Team Total · Thailand · 97.5561049s0
Team Total · Thailand · 85.5561027s0
Team Total · Thailand · 90.556823s0

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 · 5 markets / 4 types

1st 15 Overs Team Total · 2 markets · top books: Dafabet (2), Betway (Alaska) (1), FanDuel (1)
  • Thailand · 84.5 · books: Dafabet(1), Betway (Alaska)(1), FanDuel(1), Blue Book(1)
  • Thailand · 94.5 · books: Dafabet(1), Sportingbet(1), Sports Interaction(1), bwin(1)
1st 10 Overs Team Total · 1 market · top books: Dafabet (1), Sportingbet (1), Sports Interaction (1)
  • Thailand · 63.5 · books: Dafabet(1), Sportingbet(1), Sports Interaction(1), bwin(1)
1st Inning Player Runs · 1 market · top books: Sportzino (7), Dafabet (1), Stake (1)
  • Chanchai Pengkumta · 19.5 · books: Sportzino(7), Dafabet(1), Stake(1)
Team Total · 1 market · top books: Dafabet (1), Sportingbet (1), Sports Interaction (1)
  • Thailand · 134.5 · books: Dafabet(1), Sportingbet(1), Sports Interaction(1), bwin(1)

vs books (≥2 books) · 138 markets / 18 types

Player Runs · 54 markets · top books: Betsafe (258), Rizk (257), iBet (257)
  • Akshaykumar Yadav · 17.5 · books: Rizk(2), Betsafe(2), iBet(2), Betsson(2)
  • Akshaykumar Yadav · 18.5 · books: Betsafe(2), Rizk(2), iBet(2), Betsson(2)
  • Akshaykumar Yadav · 19.5 · books: Betsafe(3), iBet(3), Rizk(3), Betsson(3)
  • Akshaykumar Yadav · 21.5 · books: Betsafe(6), Rizk(5), iBet(5), Betsson(5)
  • Akshaykumar Yadav · 22.5 · books: Rizk(17), iBet(17), Betsson(17), Betsafe(16)
  • Akshaykumar Yadav · 23.5 · books: Rizk(6), Betsafe(6), iBet(6), Betsson(6)
  • Austin Lazarus · 13.5 · books: Betsafe(16), Rizk(16), iBet(16), Betsson(16)
  • Austin Lazarus · 14.5 · books: Rizk(16), Betsafe(16), iBet(16), Betsson(16)
  • Austin Lazarus · 15.5 · books: Betsafe(12), Rizk(12), iBet(12), Betsson(12)
  • Austin Lazarus · 21.5 · books: Rizk(6), Betsafe(6), iBet(6), Betsson(6)
  • Austin Lazarus · 24.5 · books: Betsafe(6), Rizk(6), iBet(6), Betsson(6)
  • Austin Lazarus · 29.5 · books: Rizk(6), Betsafe(6), iBet(6), Betsson(6)
  • Austin Lazarus · 30.5 · books: Betsafe(12), Rizk(12), iBet(12), Betsson(12)
  • Austin Lazarus · 31.5 · books: Betsafe(4), Rizk(4), iBet(4), Betsson(4)
  • Chaloemwong Chatphaisan · 12.5 · books: Sports Interaction(1), Sportingbet(1), bwin(1)
  • Chaloemwong Chatphaisan · 17.5 · books: Sports Interaction(1), Sportingbet(1), bwin(1)
  • Chaloemwong Chatphaisan · 7.5 · books: Sports Interaction(1), Sportingbet(1), bwin(1)
  • Chanchai Pengkumta · 11.5 · books: Betsafe(4), Rizk(4), iBet(4), Betsson(4)
  • Chanchai Pengkumta · 19.5 · books: Rizk(6), Betsafe(6), iBet(6), Betsson(6)
  • Chanchai Pengkumta · 22.5 · books: Rizk(6), Betsafe(6), iBet(6), Betsson(6)
  • Girin Gune · 14.5 · books: Sports Interaction(7), Sportingbet(7), bwin(7)
  • Girin Gune · 15.5 · books: Sports Interaction(13), Sportingbet(13), bwin(13)
  • Girin Gune · 16.5 · books: Sports Interaction(6), Sportingbet(6), bwin(6)
  • Girin Gune · 19.5 · books: Sports Interaction(7), Sportingbet(7), bwin(7)
  • Girin Gune · 22.5 · books: Betsafe(5), iBet(5), Rizk(5), Betsson(5)
  • Nopphon Senamontree · 7.5 · books: Betsafe(6), Rizk(6), iBet(6), Betsson(6)
  • Nopphon Senamontree · 8.5 · books: Betsafe(16), Rizk(16), iBet(16), Betsson(16)
  • Pattarapol Jirapatananukul · 4.5 · books: Rizk(13), Betsafe(13), iBet(13), Betsson(13)
  • Pattarapol Jirapatananukul · 5.5 · books: Betsafe(19), Rizk(19), iBet(19), Betsson(19)
  • Pattarapol Jirapatananukul · 8.5 · books: Sportingbet(4), Sports Interaction(4), bwin(4)
  • Phanuphong Thongsa · 8.5 · books: Rizk(6), Betsafe(6), iBet(6), Betsson(6)
  • Phiriyapong Suanchuai · 11.5 · books: Sports Interaction(3), Sportingbet(3), bwin(3)
  • Phiriyapong Suanchuai · 12.5 · books: Sportingbet(6), Sports Interaction(6), bwin(6)
  • Phiriyapong Suanchuai · 14.5 · books: Betsafe(6), Rizk(5), iBet(5), Betsson(5)
  • Phiriyapong Suanchuai · 15.5 · books: Sportingbet(1), Sports Interaction(1), bwin(1)
  • Phiriyapong Suanchuai · 16.5 · books: Sports Interaction(3), Sportingbet(3), bwin(3)
  • Phiriyapong Suanchuai · 18.5 · books: Sports Interaction(10), Sportingbet(10), bwin(10)
  • Phiriyapong Suanchuai · 20.5 · books: Sportingbet(1), Sports Interaction(1), bwin(1)
  • Phiriyapong Suanchuai · 22.5 · books: Sportingbet(5), Sports Interaction(5), bwin(5)
  • Phiriyapong Suanchuai · 6.5 · books: Sports Interaction(3), Sportingbet(3), bwin(3)
  • Phiriyapong Suanchuai · 7.5 · books: Sportingbet(1), Sports Interaction(1), bwin(1)
  • Phiriyapong Suanchuai · 8.5 · books: Sports Interaction(10), Sportingbet(10), bwin(10), Betsafe(4)
  • Raheel Thakkar · 13.5 · books: Sports Interaction(5), Sportingbet(5), bwin(5)
  • Raheel Thakkar · 15.5 · books: Sportingbet(6), Sports Interaction(6), bwin(6)
  • Raheel Thakkar · 16.5 · books: Sportingbet(2), Sports Interaction(2), bwin(2)
  • Satarut Rungrueang · 12.5 · books: Rizk(18), Betsafe(18), iBet(18), Betsson(18)
  • Satarut Rungrueang · 7.5 · books: Rizk(22), Betsafe(22), iBet(22), Betsson(22)
  • Suryansh Gulecha · 13.5 · books: Sports Interaction(10), Sportingbet(10), bwin(10)
  • Suryansh Gulecha · 16.5 · books: Sports Interaction(14), Sportingbet(14), bwin(14)
  • Suryansh Gulecha · 18.5 · books: Sports Interaction(10), Sportingbet(10), bwin(10)
  • Suryansh Gulecha · 19.5 · books: Betsafe(14), Rizk(14), iBet(14), Betsson(14)
  • Suryansh Gulecha · 20.5 · books: Sports Interaction(2), Sportingbet(2), bwin(2)
  • Suryansh Gulecha · 23.5 · books: Sports Interaction(10), Sportingbet(10), bwin(10)
  • Suryansh Gulecha · 26.5 · books: Sports Interaction(11), Sportingbet(11), bwin(11)
1st Inning Team Total · 45 markets · top books: Parimatch (India) (977), Parimatch (Brazil) (954), Jugabet (Chile) (928)
  • Singapore · 74.5 · books: Sportzino(202), Parimatch (India)(201), Jugabet (Argentina)(198), Parimatch (Brazil)(197)
  • Thailand · 100.5 · books: Parimatch (Brazil)(27), Parimatch (India)(25), Jugabet (Argentina)(22), Jugabet (Chile)(22)
  • Thailand · 101.5 · books: Parimatch (India)(36), Parimatch (Brazil)(34), Jugabet (Argentina)(30), Jugabet (Chile)(29)
  • Thailand · 102.5 · books: Jugabet (Chile)(31), Jugabet (Argentina)(30), Parimatch (Brazil)(28), Parimatch (India)(27)
  • Thailand · 103.5 · books: Jugabet (Argentina)(23), Parimatch (India)(20), Parimatch (Brazil)(19), Jugabet (Chile)(19)
  • Thailand · 104.5 · books: Parimatch (India)(18), Jugabet (Argentina)(16), Parimatch (Brazil)(15), Jugabet (Chile)(15)
  • Thailand · 105.5 · books: Parimatch (Brazil)(19), Jugabet (Argentina)(18), Jugabet (Chile)(18), Parimatch (India)(17)
  • Thailand · 106.5 · books: Jugabet (Chile)(15), Parimatch (Brazil)(14), Parimatch (India)(13), Jugabet (Argentina)(11)
  • Thailand · 107.5 · books: Jugabet (Argentina)(11), Parimatch (India)(8), Parimatch (Brazil)(6), Jugabet (Chile)(6)
  • Thailand · 108.5 · books: Jugabet (Argentina)(9), Parimatch (India)(9), Parimatch (Brazil)(8), Jugabet (Chile)(5)
  • Thailand · 109.5 · books: Jugabet (Chile)(8), Sportzino(6), Parimatch (Brazil)(6), Parimatch (India)(5)
  • Thailand · 110.5 · books: Jugabet (Argentina)(7), Jugabet (Chile)(5), Parimatch (Brazil)(5), Parimatch (India)(4)
  • Thailand · 111.5 · books: Jugabet (Chile)(4), Parimatch (India)(4), Parimatch (Brazil)(4), Sportzino(2)
  • Thailand · 112.5 · books: Jugabet (Argentina)(2), Parimatch (India)(1), Parimatch (Brazil)(1), Jugabet (Chile)(1)
  • Thailand · 113.5 · books: Jugabet (Argentina)(7), Parimatch (Brazil)(4), Jugabet (Chile)(4), Parimatch (India)(4)
  • Thailand · 114.5 · books: Jugabet (Chile)(8), Parimatch (Brazil)(6), Parimatch (India)(5), Jugabet (Argentina)(5)
  • Thailand · 116.5 · books: Jugabet (Chile)(2), Parimatch (Brazil)(2), Parimatch (India)(2), Jugabet (Argentina)(1)
  • Thailand · 119.5 · books: Parimatch (Brazil)(1), Jugabet (Argentina)(1), Parimatch (India)(1)
  • Thailand · 120.5 · books: Sportzino(20), Parimatch (India)(20), Parimatch (Brazil)(20), Jugabet (Chile)(19)
  • Thailand · 121.5 · books: Jugabet (Chile)(3), Parimatch (India)(2), Sportzino(2), Parimatch (Brazil)(2)
  • Thailand · 122.5 · books: Jugabet (Argentina)(2), Parimatch (Brazil)(1), Jugabet (Chile)(1), Sportzino(1)
  • Thailand · 123.5 · books: Sportzino(1), Parimatch (Brazil)(1), Jugabet (Chile)(1)
  • Thailand · 76.5 · books: Jugabet (Argentina)(8), Parimatch (India)(7), Parimatch (Brazil)(7), Jugabet (Chile)(5)
  • Thailand · 77.5 · books: Parimatch (India)(3), Parimatch (Brazil)(3), Jugabet (Argentina)(3), Jugabet (Chile)(3)
  • Thailand · 78.5 · books: Jugabet (Chile)(10), Jugabet (Argentina)(9), Parimatch (Brazil)(9), Parimatch (India)(9)
  • Thailand · 79.5 · books: Jugabet (Chile)(14), Parimatch (India)(12), Parimatch (Brazil)(12), Jugabet (Argentina)(7)
  • Thailand · 81.5 · books: Jugabet (Argentina)(13), Parimatch (India)(10), Parimatch (Brazil)(10), Jugabet (Chile)(8)
  • Thailand · 82.5 · books: Parimatch (Brazil)(8), Jugabet (Chile)(8), Parimatch (India)(6), Jugabet (Argentina)(6)
  • Thailand · 83.5 · books: Jugabet (Chile)(27), Parimatch (India)(26), Parimatch (Brazil)(25), Jugabet (Argentina)(23)
  • Thailand · 84.5 · books: Jugabet (Chile)(17), Parimatch (Brazil)(15), Parimatch (India)(15), Sportzino(12)
  • Thailand · 85.5 · books: Jugabet (Argentina)(3), Sportzino(1)
  • Thailand · 86.5 · books: Parimatch (Brazil)(26), Jugabet (Argentina)(26), Parimatch (India)(24), Jugabet (Chile)(24)
  • Thailand · 87.5 · books: Jugabet (Chile)(48), Parimatch (Brazil)(46), Parimatch (India)(43), Jugabet (Argentina)(41)
  • Thailand · 88.5 · books: Parimatch (Brazil)(36), Parimatch (India)(36), Jugabet (Chile)(35), Jugabet (Argentina)(34)
  • Thailand · 89.5 · books: Parimatch (India)(27), Jugabet (Chile)(27), Parimatch (Brazil)(25), Jugabet (Argentina)(22)
  • Thailand · 90.5 · books: Parimatch (India)(22), Parimatch (Brazil)(19), Jugabet (Argentina)(18), Jugabet (Chile)(14)
  • Thailand · 91.5 · books: Parimatch (India)(37), Jugabet (Argentina)(35), Parimatch (Brazil)(32), Jugabet (Chile)(27)
  • Thailand · 92.5 · books: Jugabet (Chile)(70), Parimatch (Brazil)(68), Parimatch (India)(63), Jugabet (Argentina)(61)
  • Thailand · 93.5 · books: Parimatch (India)(37), Parimatch (Brazil)(36), Jugabet (Chile)(33), Jugabet (Argentina)(31)
  • Thailand · 94.5 · books: Parimatch (India)(21), Jugabet (Argentina)(18), Parimatch (Brazil)(13), Jugabet (Chile)(9)
  • Thailand · 95.5 · books: Parimatch (India)(23), Parimatch (Brazil)(22), Jugabet (Chile)(19), Jugabet (Argentina)(19)
  • Thailand · 96.5 · books: Parimatch (India)(32), Parimatch (Brazil)(30), Jugabet (Chile)(28), Jugabet (Argentina)(27)
  • Thailand · 97.5 · books: Jugabet (Chile)(65), Parimatch (Brazil)(60), Jugabet (Argentina)(58), Parimatch (India)(57)
  • Thailand · 98.5 · books: Parimatch (India)(23), Jugabet (Argentina)(20), Parimatch (Brazil)(19), Jugabet (Chile)(16)
  • Thailand · 99.5 · books: Parimatch (India)(21), Jugabet (Argentina)(18), Parimatch (Brazil)(13), Jugabet (Chile)(9)
1st 6 Overs Team Total · 11 markets · top books: Parimatch (Brazil) (50), Jugabet (Chile) (44), Parimatch (India) (42)
  • Singapore · 39.5 · books: Jugabet (Chile)(3), Parimatch (Brazil)(2), Parimatch (India)(2)
  • Singapore · 40.5 · books: Parimatch (Brazil)(3), Jugabet (Chile)(3), Parimatch (India)(3)
  • Singapore · 42.5 · books: Jugabet (Chile)(5), Parimatch (Brazil)(4), Parimatch (India)(3)
  • Singapore · 43.5 · books: Parimatch (Brazil)(3), Jugabet (Chile)(2)
  • Singapore · 44.5 · books: Parimatch (Brazil)(3), Parimatch (India)(3), Jugabet (Chile)(3), Jugabet (Argentina)(2)
  • Singapore · 54.5 · books: Parimatch (Brazil)(12), Jugabet (Chile)(11), Parimatch (India)(10), Jugabet (Argentina)(9)
  • Singapore · 55.5 · books: Parimatch (Brazil)(3), Parimatch (India)(2)
  • Singapore · 56.5 · books: Parimatch (Brazil)(3), Jugabet (Chile)(3), Parimatch (India)(2)
  • Thailand · 22.5 · books: Jugabet (Chile)(3), Parimatch (Brazil)(3), Parimatch (India)(2), Jugabet (Argentina)(1)
  • Thailand · 24.5 · books: Jugabet (Argentina)(4), Parimatch (India)(3), Parimatch (Brazil)(3)
  • Thailand · 25.5 · books: Parimatch (India)(12), Jugabet (Chile)(11), Parimatch (Brazil)(11), Jugabet (Argentina)(7)
1st 10 Overs Team Total · 5 markets · top books: Sportingbet (14), Sports Interaction (14), bwin (14)
  • Singapore · 63.5 · books: Jugabet (Chile)(6), Parimatch (Brazil)(4), Parimatch (India)(2)
  • Thailand · 38.5 · books: Betway (Alaska)(2), FanDuel(2), Blue Book(2), Sportingbet(2)
  • Thailand · 55.5 · books: Sportingbet(6), Sports Interaction(6), bwin(6), Parimatch (India)(3)
  • Thailand · 61.5 · books: Sportingbet(5), Sports Interaction(5), bwin(5), Dafabet(1)
  • Thailand · 63.5 · books: Dafabet(1), Sportingbet(1), Sports Interaction(1), bwin(1)
1st 15 Overs Team Total · 4 markets · top books: Sports Interaction (4), Sportingbet (4), bwin (4)
  • Thailand · 73.5 · books: Sports Interaction(2), Sportingbet(2), bwin(2), Dafabet(2)
  • Thailand · 77.5 · books: Sportingbet(1), Sports Interaction(1), bwin(1)
  • Thailand · 84.5 · books: Dafabet(1), Betway (Alaska)(1), FanDuel(1), Blue Book(1)
  • Thailand · 94.5 · books: Dafabet(1), Sportingbet(1), Sports Interaction(1), bwin(1)
1st 12 Overs Team Total · 2 markets · top books: Jugabet (Chile) (18), Jugabet (Argentina) (16), Parimatch (Brazil) (16)
  • Thailand · 43.5 · books: Sportingbet(2), Sports Interaction(2), bwin(2)
  • Thailand · 63.5 · books: Jugabet (Chile)(18), Jugabet (Argentina)(16), Parimatch (Brazil)(16), Parimatch (India)(14)
Team Total Run Outs · 2 markets · top books: Sports Interaction (6), Sportingbet (6), bwin (6)
  • Singapore · 17.5 · books: Sports Interaction(5), Sportingbet(5), bwin(5)
  • Thailand · 20.5 · books: Sports Interaction(1), Sportingbet(1), bwin(1)
Team Total · 2 markets · top books: Sportingbet (11), Sports Interaction (11), bwin (11)
  • Thailand · 131.5 · books: Sportingbet(10), Sports Interaction(10), bwin(10), Dafabet(1)
  • Thailand · 134.5 · books: Dafabet(1), Sportingbet(1), Sports Interaction(1), bwin(1)
To Win The Toss · 2 markets · top books: Parimatch (Brazil) (602), Jugabet (Argentina) (602), Jugabet (Chile) (602)
  • Singapore · None · books: Parimatch (Brazil)(301), Jugabet (Argentina)(301), Jugabet (Chile)(301), Parimatch (India)(301)
  • Thailand · None · books: Parimatch (Brazil)(301), Jugabet (Argentina)(301), Jugabet (Chile)(301), Parimatch (India)(301)
Total Runs Odd/Even · 2 markets · top books: Jugabet (Argentina) (98), Jugabet (Chile) (96), Parimatch (India) (96)
  • Even · None · books: Jugabet (Argentina)(49), Jugabet (Chile)(48), Parimatch (India)(48), Parimatch (Brazil)(48)
  • Odd · None · books: Jugabet (Argentina)(49), Jugabet (Chile)(48), Parimatch (India)(48), Parimatch (Brazil)(48)
Will There Be A Tie · 2 markets · top books: Betfair Exchange (Australia) (1643), Betfair Exchange (1639), Dafabet (636)
  • No · None · books: Betfair Exchange (Australia)(511), Betfair Exchange (Australia) (Lay)(511), Betfair Exchange (Lay)(509), Betfair Exchange(508)
  • Yes · None · books: Betfair Exchange (Australia)(1132), Betfair Exchange(1131), Dafabet(636), Betfair Exchange (Australia) (Lay)(121)
12th Over Team Total · 1 market · top books: Parimatch (India) (20), Sportzino (16), Jugabet (Argentina) (15)
  • Thailand · 4.5 · books: Parimatch (India)(20), Sportzino(16), Jugabet (Argentina)(15), Jugabet (Chile)(15)
1st Inning Player Runs · 1 market · top books: Sportzino (7), Dafabet (1), Stake (1)
  • Chanchai Pengkumta · 19.5 · books: Sportzino(7), Dafabet(1), Stake(1)
1st Inning Team Total Runs Before Dismissal · 1 market · top books: Dafabet (2), Stake (2)
  • Thailand · 20.5 · books: Dafabet(2), Stake(2)
4th Over Team Total · 1 market · top books: Parimatch (Brazil) (4), Jugabet (Argentina) (4), Parimatch (India) (3)
  • Thailand · 4.5 · books: Parimatch (Brazil)(4), Jugabet (Argentina)(4), Parimatch (India)(3), Sportzino(3)
5th Over Team Total · 1 market · top books: Sportzino (1), Jugabet (Chile) (1), Parimatch (Brazil) (1)
  • Thailand · 4.5 · books: Sportzino(1), Jugabet (Chile)(1), Parimatch (Brazil)(1), Jugabet (Argentina)(1)
7th Over Team Total · 1 market · top books: Dafabet (2), Sports Interaction (2), Sportingbet (2)
  • Singapore · 5.5 · books: Dafabet(2), Sports Interaction(2), Sportingbet(2), bwin(2)
Team Total Odd/Even · 1 market · top books: Sportzino (320), BC.GAME (19), Betplay (19)
  • Thailand · None · books: Sportzino(320), BC.GAME(19), Betplay(19), Rivalry(19)

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

BookMissed markets it priced
Parimatch (Brazil)66
Parimatch (India)64
Jugabet (Chile)63
Jugabet (Argentina)59
Sportingbet42
Sports Interaction42
bwin42
Sportzino41
Rizk33
Betsafe33
iBet33
Betsson33
Dafabet13
Betway (Alaska)3
FanDuel3

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

BookCoverageSnapshots with marketsAvg markets / snapPeak markets
Betfair Exchange86.7%1132/13053.44
Betfair Exchange (Australia)86.7%1132/13053.44
Sportzino80.8%1055/13054.311
Betfair Exchange (Australia) (Lay)80.7%1053/13052.24
Betfair Exchange (Lay)80.0%1044/13052.24
Parimatch (Brazil)79.0%1031/13054.010
Parimatch (India)79.0%1031/13054.111
Sportingbet78.8%1028/13056.123
Sports Interaction78.8%1028/13056.123
bwin78.8%1028/13056.123
Jugabet (Chile)78.4%1023/13054.08
Jugabet (Argentina)78.2%1020/13054.08
FanDuel75.2%981/13053.410
Blue Book75.2%981/13053.410
Betway (Alaska)75.2%981/13053.410
Betsafe73.9%965/13053.18
Rizk73.9%965/13053.18
iBet73.9%965/13053.18
Betsson73.9%965/13053.18
Dafabet71.5%933/13056.524
BC.GAME70.9%925/13051.83
Betplay70.9%925/13051.83
Rivalry70.9%925/13051.83
Betway66.7%870/13052.02
Batery62.8%819/13052.02
Stake57.2%747/13053.38
Bodog50.7%662/13052.02
Bovada50.7%662/13052.02
Ozoon50.7%661/13052.02
Fonbet29.7%387/13052.02

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

1.461.641.832.012.19−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m