OpticOdds market behaviour — Durham v Lancashire

Recorded 2026-07-03 12:30:46 UTC → 2026-07-03 20:05:15 UTC · 454 min

472markets tracked 54%flapped (gone & back) 1170disappearances observed 65smedian gap 7972slongest gap 11wickets

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.

0275481108−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m

2 · Per-market visibility (top 16 flappers)

visible gone (dropped) no data (laptop) wicket

Team Top Batsman · Durham :: Bess HeathTeam Top Batsman · Durham :: Hollie ArmitaTeam Top Batsman · Durham :: Heather GrahaTeam Top Batsman · Durham :: Emily WindsorTeam Top Batsman · Durham :: Mia RogersHighest Opening Partnership 3-Way · DurhamHighest Opening Partnership 3-Way · LancasHighest Opening Partnership 3-Way · DrawTeam Top Batsman · Durham :: Grace ThompsoMoneyline · DurhamTeam Top Batsman · Durham :: Mady VilliersTeam Top Batsman · Durham :: Katherine FraTeam Top Batsman · Durham :: Trudy JohnsonTeam Top Batsman · Durham :: Sophia TurnerTeam Top Batsman · Durham :: Katie Levick1st 15 Overs Team Total · Lancashire · 61.0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m

Top flapping markets · koth-prod

MarketReappearsDisappearancesLongest gapPrice points
Team Top Batsman · Durham :: Bess Heath1920941s20
Team Top Batsman · Durham :: Hollie Armitage1819941s19
Team Top Batsman · Durham :: Heather Graham1819941s19
Team Top Batsman · Durham :: Emily Windsor1718988s18
Team Top Batsman · Durham :: Mia Rogers1718988s18
Highest Opening Partnership 3-Way · Durham1718987s18
Highest Opening Partnership 3-Way · Lancashire1718987s18
Highest Opening Partnership 3-Way · Draw1718987s18
Team Top Batsman · Durham :: Grace Thompson1415988s15
Moneyline · Durham1415612s15
Team Top Batsman · Durham :: Mady Villiers1213988s13
Team Top Batsman · Durham :: Katherine Fraser1213941s13
Team Top Batsman · Durham :: Trudy Johnson89988s9
Team Top Batsman · Durham :: Sophia Turner89941s9
Team Top Batsman · Durham :: Katie Levick89941s9
1st 15 Overs Team Total · Lancashire · 61.589225s9
Highest Opening Partnership 3-Way · DrawHighest Opening Partnership 3-Way · LancasHighest Opening Partnership 3-Way · DurhamTeam Top Batsman · Durham :: Bess HeathTeam Top Batsman · Durham :: Hollie ArmitaTeam Top Batsman · Durham :: Emily WindsorTeam Top Batsman · Durham :: Heather GrahaTeam Top Batsman · Durham :: Grace ThompsoTeam Top Batsman · Durham :: Mia RogersMoneyline · DurhamTeam Top Batsman · Durham :: Mady VilliersTeam Top Batsman · Durham :: Katherine FraTeam Top Batsman · Durham :: Trudy JohnsonTeam Top Batsman · Durham :: Sophia TurnerTeam Top Batsman · Durham :: Katie Levick1st 15 Overs Team Total · Lancashire · 61.0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m

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

MarketReappearsDisappearancesLongest gapPrice points
Highest Opening Partnership 3-Way · Draw1718987s0
Highest Opening Partnership 3-Way · Lancashire1718987s0
Highest Opening Partnership 3-Way · Durham1718987s0
Team Top Batsman · Durham :: Bess Heath1718941s0
Team Top Batsman · Durham :: Hollie Armitage1617941s0
Team Top Batsman · Durham :: Emily Windsor1516988s0
Team Top Batsman · Durham :: Heather Graham1516941s0
Team Top Batsman · Durham :: Grace Thompson1415988s0
Team Top Batsman · Durham :: Mia Rogers1415988s0
Moneyline · Durham1415612s0
Team Top Batsman · Durham :: Mady Villiers1213988s0
Team Top Batsman · Durham :: Katherine Fraser1213941s0
Team Top Batsman · Durham :: Trudy Johnson89988s0
Team Top Batsman · Durham :: Sophia Turner89941s0
Team Top Batsman · Durham :: Katie Levick89941s0
1st 15 Overs Team Total · Lancashire · 61.589225s0

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. (Markets OO AI does offer but that blink out are flapping — see §2, not counted here.)

vs koth-prod · 0 markets / 0 types

none — OO AI priced every market the others did.

vs books (≥2 books) · 154 markets / 20 types — with book median odds

Player Runs · 34 markets · 2 books
  • Bess Heath · 17.5 → 1.87 · Betway, Bodog, Bovada, Ozoon, Sportingbet, Sports Interaction, bwin
  • Emily Windsor · 16.5 → 1.87 · Betway, Bodog, Bovada, Ozoon, Sportingbet, Sports Interaction, bwin
  • Emma Lamb · 17.5 → 1.87 · Betway, Bodog, Bovada, Ozoon, Sportingbet, Sports Interaction, bwin
  • Eve Jones · 14.5 → 2.20 · Sportingbet, Sports Interaction, bwin
  • Eve Jones · 15.5 → 1.54 · Sportingbet, Sports Interaction, bwin
  • Eve Jones · 16.5 → 2.25 · Sportingbet, Sports Interaction, bwin
  • Eve Jones · 18.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Eve Jones · 19.5 → 2.25 · Betway, Sportingbet, Sports Interaction, bwin
  • Eve Jones · 20.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Eve Jones · 21.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Eve Jones · 24.5 → 1.57 · Sportingbet, Sports Interaction, bwin
  • Eve Jones · 25.5 → 1.62 · Sportingbet, Sports Interaction, bwin
  • Eve Jones · 26.5 → 1.62 · Sportingbet, Sports Interaction, bwin
  • Eve Jones · 29.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Eve Jones · 30.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Eve Jones · 31.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Eve Jones · 34.5 → 1.61 · Sportingbet, Sports Interaction, bwin
  • Eve Jones · 35.5 → 2.20 · Sportingbet, Sports Interaction, bwin
  • Eve Jones · 36.5 → 1.57 · Sportingbet, Sports Interaction, bwin
  • Hollie Armitage · 20.5 → 1.87 · Betway, Bodog, Bovada, Ozoon, Sportingbet, Sports Interaction, bwin
  • Hollie Armitage · 23.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Mady Villiers · 17.5 → 1.87 · Betway, Bodog, Bovada, Ozoon, Sportingbet, Sports Interaction, bwin
  • Mady Villiers · 20.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Meg Lanning · 21.5 → 2.05 · Sportingbet, Sports Interaction, bwin
  • Meg Lanning · 22.5 → 1.67 · Sportingbet, Sports Interaction, bwin
  • Meg Lanning · 25.5 → 1.87 · Betway, Bodog, Bovada, Ozoon, Sportingbet, Sports Interaction, bwin
  • Meg Lanning · 26.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Meg Lanning · 27.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Meg Lanning · 31.5 → 1.62 · Sportingbet, Sports Interaction, bwin
  • Meg Lanning · 32.5 → 2.10 · Sportingbet, Sports Interaction, bwin
  • Tilly Kesteven · 11.5 → 1.87 · Betway, Bodog, Bovada, Ozoon, Sportingbet, Sports Interaction, bwin
  • Tilly Kesteven · 14.5 → 1.83 · Betway, Sportingbet, Sports Interaction, bwin
  • Tilly Kesteven · 19.5 → 1.53 · Sportingbet, Sports Interaction, bwin
  • Tilly Kesteven · 9.5 → 2.38 · Sportingbet, Sports Interaction, bwin
1st Inning Player Runs · 33 markets · 1 books
  • Bess Heath · 49.5 → 5.22 · Dafabet, Sportzino
  • Emily Windsor · 16.5 → 1.85 · Dafabet, Stake
  • Emily Windsor · 49.5 → 6.78 · Dafabet, Stake
  • Emma Lamb · 49.5 → 3.46 · Dafabet, Sportzino
  • Eve Jones · 15.5 → 1.92 · Dafabet, Stake
  • Eve Jones · 16.5 → 2.18 · Dafabet, Stake
  • Eve Jones · 18.5 → 1.85 · Dafabet, Stake
  • Eve Jones · 19.5 → 1.92 · Dafabet, Stake
  • Eve Jones · 20.5 → 1.85 · Dafabet, Stake
  • Eve Jones · 21.5 → 1.85 · Dafabet, Stake
  • Eve Jones · 24.5 → 1.92 · Dafabet, Sportzino, Stake
  • Eve Jones · 25.5 → 2.26 · Dafabet, Stake
  • Eve Jones · 26.5 → 1.64 · Dafabet, Stake
  • Eve Jones · 29.5 → 1.85 · Dafabet, Stake
  • Eve Jones · 30.5 → 1.85 · Dafabet, Stake
  • Eve Jones · 31.5 → 1.85 · Dafabet, Stake
  • Eve Jones · 34.5 → 2.20 · Dafabet, Stake
  • Eve Jones · 35.5 → 1.60 · Dafabet, Stake
  • Eve Jones · 36.5 → 2.23 · Dafabet, Stake
  • Eve Jones · 49.5 → 3.30 · Dafabet, Sportzino, Stake
  • Hollie Armitage · 20.5 → 1.85 · Dafabet, Stake
  • Hollie Armitage · 23.5 → 1.85 · Dafabet, Stake
  • Hollie Armitage · 49.5 → 5.00 · Dafabet, Sportzino, Stake
  • Mady Villiers · 17.5 → 1.85 · Dafabet, Stake
  • Mady Villiers · 20.5 → 1.85 · Dafabet, Stake
  • Mady Villiers · 49.5 → 6.10 · Dafabet, Stake
  • Meg Lanning · 22.5 → 1.69 · Dafabet, Stake
  • Meg Lanning · 25.5 → 1.85 · Dafabet, Stake
  • Meg Lanning · 27.5 → 1.83 · Dafabet, Stake
  • Meg Lanning · 32.5 → 2.10 · Dafabet, Stake
  • Meg Lanning · 49.5 → 3.10 · Dafabet, Stake
  • Tilly Kesteven · 11.5 → 1.85 · Dafabet, Stake
  • Tilly Kesteven · 49.5 → 8.22 · Dafabet, Stake
1st Inning Team Top Batsman · 29 markets · 1 books
  • Durham :: Abigail Glen · None → 45.50 · Dafabet, Stake
  • Durham :: Emily Windsor · None → 2.40 · Dafabet, Stake
  • Durham :: Emma Marlow · None → 8.45 · Dafabet, Stake
  • Durham :: Grace Thompson · None → 50.00 · Dafabet, Stake
  • Durham :: Harriet Robson · None → 23.00 · Dafabet, Stake
  • Durham :: Heather Graham · None → 23.00 · Dafabet, Stake
  • Durham :: Hollie Armitage · None → 1.08 · Dafabet, Stake
  • Durham :: Katherine Fraser · None → 70.00 · Dafabet, Stake
  • Durham :: Katie Levick · None → 100.00 · Dafabet, Stake
  • Durham :: Mady Villiers · None → 2.70 · Dafabet, Stake
  • Durham :: Mia Rogers · None → 50.00 · Dafabet, Stake
  • Durham :: Phoebe Turner · None → 23.00 · Dafabet, Stake
  • Durham :: Sophia Turner · None → 90.00 · Dafabet, Stake
  • Durham :: Trudy Johnson · None → 100.00 · Dafabet, Stake
  • Lancashire :: Ailsa Lister · None → 13.00 · Dafabet, Stake
  • Lancashire :: Danielle Collins · None → 13.00 · Dafabet, Stake
  • Lancashire :: Darcey Carter · None → 13.00 · Dafabet, Stake
  • Lancashire :: Eleanor Threlkeld · None → 9.22 · Dafabet, Stake
  • Lancashire :: Eve Jones · None → 3.85 · Dafabet, Stake
  • Lancashire :: Fi Morris · None → 16.75 · Dafabet, Stake
  • Lancashire :: Grace Johnson · None → 8.45 · Dafabet, Stake
  • Lancashire :: Hannah Jones · None → 100.00 · Dafabet, Stake
  • Lancashire :: Kate Cross · None → 35.50 · Dafabet, Stake
  • Lancashire :: Mahika Gaur · None → 100.00 · Dafabet, Stake
  • Lancashire :: Meg Lanning · None → 2.59 · Dafabet, Stake
  • Lancashire :: Seren Smale · None → 11.00 · Dafabet, Stake
  • Lancashire :: Sophie Morris · None → 100.00 · Dafabet, Stake
  • Lancashire :: Tara Norris · None → 97.50 · Dafabet, Stake
  • Lancashire :: Tilly Kesteven · None → 8.78 · Dafabet, Stake
1st Inning Team Top Bowler · 16 markets · 2 books
  • Durham :: Abigail Glen · None → 7.88 · Dafabet, Stake
  • Durham :: Heather Graham · None → 4.05 · Dafabet, Stake
  • Durham :: Katherine Fraser · None → 7.20 · Dafabet, Stake
  • Durham :: Katie Levick · None → 4.05 · Dafabet, Stake
  • Durham :: Mady Villiers · None → 4.83 · Dafabet, Stake
  • Durham :: Phoebe Turner · None → 7.88 · Dafabet, Stake
  • Durham :: Sophia Turner · None → 4.83 · Dafabet, Stake
  • Durham :: Trudy Johnson · None → 4.62 · Dafabet, Stake
  • Lancashire :: Darcey Carter · None → 6.20 · Dafabet, Stake
  • Lancashire :: Fi Morris · None → 6.42 · Dafabet, Stake
  • Lancashire :: Grace Johnson · None → 6.20 · Dafabet, Stake
  • Lancashire :: Hannah Jones · None → 4.62 · Dafabet, Stake
  • Lancashire :: Kate Cross · None → 3.30 · Dafabet, Stake
  • Lancashire :: Mahika Gaur · None → 4.62 · Dafabet, Stake
  • Lancashire :: Sophie Morris · None → 4.65 · Dafabet, Stake
  • Lancashire :: Tara Norris · None → 3.95 · Dafabet, Stake
1st Inning Team Total Runs Before Dismissal · 9 markets · 1 books
  • Durham · 19.5 → 1.86 · Dafabet, Stake
  • Durham · 20.5 → 1.89 · Dafabet, Stake
  • Durham · 21.5 → 1.87 · Dafabet, Stake
  • Durham · 22.5 → 1.84 · Dafabet, Stake
  • Durham · 26.5 → 1.86 · Dafabet, Stake
  • Durham · 27.5 → 1.86 · Dafabet, Stake
  • Durham · 28.5 → 1.86 · Dafabet, Stake
  • Lancashire · 23.5 → 1.86 · Dafabet, Stake
  • Lancashire · 26.5 → 1.89 · Dafabet, Stake
Team Total · 7 markets · 1 books
  • Lancashire · 107.5 → 2.15 · Sportingbet, Sports Interaction, bwin
  • Lancashire · 108.5 → 2.15 · Sportingbet, Sports Interaction, bwin
  • Lancashire · 154.5 → 1.83 · Sportingbet, Sports Interaction, bwin
  • Lancashire · 167.5 → 1.36 · Sportingbet, Sports Interaction, bwin
  • Lancashire · 168.5 → 1.36 · Sportingbet, Sports Interaction, bwin
  • Lancashire · 169.5 → 2.80 · Sportingbet, Sports Interaction, bwin
  • Lancashire · 171.5 → 2.80 · Sportingbet, Sports Interaction, bwin
1st Inning Player Fours · 4 markets · 1 books
  • Eve Jones · 2.5 → 1.84 · Dafabet, Stake
  • Eve Jones · 3.5 → 1.79 · Dafabet, Stake
  • Eve Jones · 4.5 → 1.86 · Dafabet, Stake
  • Meg Lanning · 3.5 → 1.87 · Dafabet, Stake
1st 12 Overs Team Total · 3 markets · 3 books
  • Durham · 60.5 → 1.91 · Sportingbet, Sports Interaction, Stake, bwin
  • Lancashire · 56.5 → 2.25 · Sportingbet, Sports Interaction, bwin
  • Lancashire · 90.5 → 2.15 · Sportingbet, Sports Interaction, bwin
Team Total Run Outs · 3 markets · 3 books
  • Durham · 0.5 → 2.00 · Dafabet, Stake
  • Lancashire · 0.5 → 1.85 · Dafabet, Stake
  • Lancashire · 24.5 → 1.83 · Sportingbet, Sports Interaction, bwin
1st Inning Will There Be A Fifty · 2 markets · 2 books
  • No · None → 2.04 · Dafabet, Stake
  • Yes · None → 1.70 · Dafabet, Stake
Team With Top Batsman · 2 markets · 2 books
  • Durham · None → 1.71 · Dafabet, Stake
  • Lancashire · None → 2.00 · Dafabet, Stake
Team With Top Bowler · 2 markets · 2 books
  • Durham · None → 1.75 · Dafabet, Stake
  • Lancashire · None → 1.95 · Dafabet, Stake
Total Runs · 2 markets · 3 books
  • · 297.5 → 1.82 · BC.GAME, Betplay, Rivalry, Sportzino
  • · 298.5 → 1.82 · BC.GAME, Betplay, Rivalry, Sportzino
Will There Be A Tie · 2 markets · 2 books
  • No · None → 1.02 · Betfair Exchange, Betfair Exchange (Australia), Betfair Exchange (Australia) (Lay), Betfair Exchange (Lay)
  • Yes · None → 32.35 · Betfair Exchange, Betfair Exchange (Australia), Betfair Exchange (Australia) (Lay), Betfair Exchange (Lay), Betway, Dafabet
12th Over Team Total · 1 market · 3 books
  • Durham · 4.5 → 1.69 · Bodog, Bovada, Ozoon
13th Over Team Total · 1 market · 3 books
  • Lancashire · 4.5 → 1.74 · Bodog, Bovada, Ozoon, Sportzino
1st 6 Overs Team Total · 1 market · 3 books
  • Lancashire · 44.5 → 1.91 · Sportingbet, Sports Interaction, bwin
1st Inning Will There Be A Century · 1 market · 2 books
  • Yes · None → 11.50 · Dafabet, Stake
7th Over Team Total · 1 market · 3 books
  • Durham · 5.5 → 1.68 · Dafabet, Sportzino
Team Total Odd/Even · 1 market · 1 books
  • Lancashire · None → 1.85 · BC.GAME, Betplay, Rivalry, Sportzino

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

1.006.3111.6216.9322.240m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m