OpticOdds market behaviour — Bangladesh v Australia

Recorded 2026-06-17 08:31:43 UTC → 2026-06-17 11:27:44 UTC · 176 min

399markets tracked 61%flapped (gone & back) 1523disappearances observed 28smedian gap 1773slongest gap 14wickets

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.

0163248640m20m40m60m80m100m120m140m160m

2 · Per-market visibility (top 16 flappers)

visible gone (dropped) no data (laptop) wicket

Team Top Batsman · Australia :: Matthew ReTeam Top Batsman · Australia :: Tim DavidTeam Top Batsman · Australia :: Cooper ConTeam Top Batsman · Australia :: Nathan EllHighest Opening Partnership 3-Way · AustraHighest Opening Partnership 3-Way · BanglaHighest Opening Partnership 3-Way · DrawTeam Top Batsman · Australia :: Joel DavieTeam Top Batsman · Australia :: Nikhil ChaTeam Top Batsman · Australia :: Adam ZampaTeam Top Batsman · Australia :: Spencer JoTeam Top Batsman · Australia :: Xavier BarTeam Top Batsman · Australia :: Mitchell MMoneyline · AustraliaTeam Top Batsman · Australia :: Josh IngliMoneyline · Bangladesh0m20m40m60m80m100m120m140m160m

Top flapping markets · koth-prod

MarketReappearsDisappearancesLongest gapPrice points
Team Top Batsman · Australia :: Matthew Renshaw3536829s36
Team Top Batsman · Australia :: Tim David3536829s36
Team Top Batsman · Australia :: Cooper Connolly3334385s34
Team Top Batsman · Australia :: Nathan Ellis32331227s33
Highest Opening Partnership 3-Way · Australia3132115s32
Highest Opening Partnership 3-Way · Bangladesh3132115s32
Highest Opening Partnership 3-Way · Draw3132115s32
Team Top Batsman · Australia :: Joel Davies3031829s31
Team Top Batsman · Australia :: Nikhil Chaudhary3031829s31
Team Top Batsman · Australia :: Adam Zampa26271227s27
Team Top Batsman · Australia :: Spencer Johnson26271227s27
Team Top Batsman · Australia :: Xavier Bartlett2627330s27
Team Top Batsman · Australia :: Mitchell Marsh2324330s24
Moneyline · Australia1920104s20
Team Top Batsman · Australia :: Josh Inglis1819330s19
Moneyline · Bangladesh1516702s16

OO AI exposed no markets in the comparison snapshots.

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

MarketReappearsDisappearancesLongest gapPrice points
no markets

5 · Cricinfo vs OO event-detection lag

OO's effective detection lag per event — using whichever feed fired first (that's the one OO would settle on) — vs Cricinfo (the 0 baseline). Below 0 = OO detected it first (Cricinfo's public API is CDN-cached and itself lags real play); above 0 = OO lagged. Dot colour = winning feed (REST / Stream); red-ringed = clipped outlier (event-match error), ✗ = neither feed reported it.

50events -53.1smedian OO lag (faster feed) 1REST faster 47Stream faster 2missed by both
-260s-187s-114s-41s+32sCricinfo = 0 (ground truth)✗✗0m20m40m60m80m100m120m140m160m
EventTypeREST ΔStream ΔBest (faster)
Bangladesh WKT #3WKT-56.2s-57.8s-57.8s Stream
Bangladesh WKT #4WKT-3.0s-3.4s-3.4s Stream
Soumya Sarkar OUTOUT-15.3s-15.6s-15.6s Stream
Bangladesh FOUR #6FOUR-61.8s-63.0s-63.0s Stream
Bangladesh WKT #5WKT-48.8s-50.2s-50.2s Stream
Parvez Hossain Emon OUTOUT-45.5s-46.9s-46.9s Stream
Bangladesh WKT #6WKT-30.8s-31.7s-31.7s Stream
Shamim Hossain OUTOUT-43.1s-44.0s-44.0s Stream
Bangladesh SIX #2SIX-35.6s-35.7s-35.7s Stream
Bangladesh WKT #7WKT-19.4s-20.8s-20.8s Stream
Abdul Gaffar Saqlain OUTOUT———
Bangladesh FOUR #7FOUR-44.3s-45.6s-45.6s Stream
Bangladesh WKT #8WKT-27.9s-28.7s-28.7s Stream
Rishad Hossain OUTOUT-49.7s-50.5s-50.5s Stream
Bangladesh SIX #3SIX-54.3s-56.0s-56.0s Stream
Bangladesh WKT #9WKT-40.1s-40.9s-40.9s Stream
Shoriful Islam OUTOUT-26.1s-26.1s-26.1s REST
Bangladesh SIX #4SIX-18.8s-19.0s-19.0s Stream
Bangladesh FOUR #8FOUR-71.3s-71.5s-71.5s Stream
Bangladesh FOUR #9FOUR-76.8s-78.5s-78.5s Stream
Bangladesh FOUR #10FOUR-81.0s-82.2s-82.2s Stream
Mustafizur Rahman OUTOUT-13.8s-15.1s-15.1s Stream
Bangladesh WKT #10WKT-12.1s-12.4s-12.4s Stream
Australia FOUR #1FOUR-86.5s-88.2s-88.2s Stream
Australia FOUR #2FOUR-58.6s-59.6s-59.6s Stream
Australia WKT #1WKT-227.7s-228.0s-228.0s Stream
Australia FOUR #3FOUR-107.1s-107.6s-107.6s Stream
Australia FOUR #4FOUR-86.3s-87.6s-87.6s Stream
Australia SIX #1SIX-75.7s-77.4s-77.4s Stream
Australia FOUR #5FOUR-84.5s-86.0s-86.0s Stream
Mitchell Marsh OUTOUT-51.7s-53.1s-53.1s Stream
Australia WKT #2WKT-64.0s-65.5s-65.5s Stream
Australia SIX #2SIX-81.8s-82.3s-82.3s Stream
Australia FOUR #6FOUR-62.7s-62.9s-62.9s Stream
Australia SIX #3SIX-66.2s-67.9s-67.9s Stream
Australia SIX #4SIX-78.9s-80.4s-80.4s Stream
Australia FOUR #7FOUR-59.8s-60.4s-60.4s Stream
Australia WKT #3WKT-63.4s-64.3s-64.3s Stream
Cooper Connolly OUTOUT-69.3s-70.9s-70.9s Stream
Australia SIX #5SIX-46.2s-46.7s-46.7s Stream
Australia WKT #4WKT-35.9s-36.1s-36.1s Stream
Tim David OUTOUT-62.3s-63.6s-63.6s Stream
Australia FOUR #8FOUR-75.6s-76.7s-76.7s Stream
Australia FOUR #9FOUR-46.4s-48.1s-48.1s Stream
Nikhil Chaudhary OUTOUT-34.2s-34.6s-34.6s Stream
Australia WKT #5WKT-46.6s-47.0s-47.0s Stream
Australia FOUR #10FOUR-22.9s-23.5s-23.5s Stream
Australia WKT #6WKT-46.8s-48.3s-48.3s Stream
Matt Renshaw OUTOUT———
Australia FOUR #11FOUR-53.1s-54.2s-54.2s Stream

3 · Markets missing in OO AI

Market types OO AI never offered the whole match — genuine coverage gaps. (Markets it does offer but that blink out are flapping, shown in §2 — not counted here.) Count = how many of the 342 samples the type was available from the other side.

vs koth-prod · 33 types

Market typemissing in
Moneyline277/342
Player Runs182/342
Team Top Batsman179/342
1st 12 Overs Team Total146/342
Highest Opening Partnership 3-Way136/342
1st 10 Overs Team Total107/342
1st Inning Player Runs91/342
Team Total87/342
Team Total Fours67/342
1st 15 Overs Team Total58/342
1st 6 Overs Team Total54/342
Team Total Sixes48/342
1st Inning Team Total45/342
12th Over Team Total43/342
11th Over Team Total41/342
Team Total Run Outs41/342
3rd Over Team Total40/342
13th Over Team Total37/342
10th Over Team Total35/342
9th Over Team Total31/342
14th Over Team Total31/342
2nd Over Team Total31/342
16th Over Team Total28/342
15th Over Team Total26/342
8th Over Team Total23/342
1st Over Team Total23/342
4th Over Team Total19/342
7th Over Team Total19/342
5th Over Team Total18/342
6th Over Team Total18/342
17th Over Team Total17/342
Most Sixes 3-Way12/342
18th Over Team Total5/342

vs books (≥2 books) · 39 types

Market typemissing in
Moneyline320/342
Will There Be A Tie251/342
Player Runs243/342
Team Top Batsman216/342
Highest Opening Partnership 3-Way156/342
Total Fours Odd/Even155/342
1st 12 Overs Team Total149/342
Team Top Bowler109/342
Team Total109/342
1st 10 Overs Team Total107/342
1st Inning Player Runs92/342
1st Inning Team Total89/342
Total Sixes Odd/Even83/342
Team Total Fours71/342
Team Total Run Outs68/342
1st Inning Team Total Runs Before Dismissal65/342
1st 15 Overs Team Total61/342
1st 6 Overs Team Total57/342
Team Total Sixes49/342
11th Over Team Total47/342
12th Over Team Total46/342
3rd Over Team Total45/342
10th Over Team Total41/342
13th Over Team Total39/342
Most Sixes 3-Way37/342
9th Over Team Total36/342
14th Over Team Total34/342
16th Over Team Total33/342
2nd Over Team Total33/342
15th Over Team Total28/342
8th Over Team Total26/342
1st Over Team Total25/342
4th Over Team Total24/342
7th Over Team Total22/342
Most Fours 3-Way21/342
17th Over Team Total20/342
5th Over Team Total19/342
6th Over Team Total19/342
18th Over Team Total8/342

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

Median decimal odds on the common basket (markets all three price, mainline). 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

no comparison price data in this log.