OpticOdds market behaviour — France v Austria

Recorded 2026-07-28 08:30:32 UTC → 2026-07-28 16:34:54 UTC · 484 min

220markets tracked 32%flapped (gone & back) 345disappearances observed 76smedian gap 1716slongest gap 15wickets

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.

0246810−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m

2 · Per-market visibility (top 16 flappers)

visible gone (dropped) no data (laptop) wicket

Team Total · France · 141.5Team Total · France · 140.58th Over Team Total · Austria · 6.5Moneyline · AustriaMoneyline · FranceTeam Total · France · 142.51st Inning Player Runs · Baseer Khan · 16.Team Total · France · 126.5Team Total · France · 125.5Team Total · France · 149.51st 10 Overs Team Total · Austria · 71.5Team Total · France · 147.51st 6 Overs Team Total · Austria · 49.51st 6 Overs Team Total · Austria · 48.51st 12 Overs Team Total · Austria · 83.51st Inning Player Runs · Christian Roberts0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m460m480m

Top flapping markets · koth-prod

MarketReappearsDisappearancesLongest gapPrice points
Team Total · France · 141.5891129s9
Team Total · France · 140.5781337s8
8th Over Team Total · Austria · 6.54598s5
Moneyline · Austria4537s5
Moneyline · France4537s5
Team Total · France · 142.5341663s4
1st Inning Player Runs · Baseer Khan · 16.534458s4
Team Total · France · 126.534216s4
Team Total · France · 125.53476s4
Team Total · France · 149.5231502s3
1st 10 Overs Team Total · Austria · 71.5231002s3
Team Total · France · 147.523656s3
1st 6 Overs Team Total · Austria · 49.523616s3
1st 6 Overs Team Total · Austria · 48.523365s3
1st 12 Overs Team Total · Austria · 83.523332s3
1st Inning Player Runs · Christian Roberts · 63.523215s3
Team Total · France · 141.5Team Total · France · 140.58th Over Team Total · Austria · 6.5Moneyline · AustriaMoneyline · FranceTeam Total · France · 142.51st Inning Player Runs · Baseer Khan · 16.Team Total · France · 126.5Team Total · France · 125.5Team Total · France · 149.51st 10 Overs Team Total · Austria · 71.5Team Total · France · 147.51st 6 Overs Team Total · Austria · 49.51st 6 Overs Team Total · Austria · 48.51st 12 Overs Team Total · Austria · 83.51st Inning Player Runs · Christian Roberts0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m460m480m

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

MarketReappearsDisappearancesLongest gapPrice points
Team Total · France · 141.5891129s0
Team Total · France · 140.5781337s0
8th Over Team Total · Austria · 6.54598s0
Moneyline · Austria4537s0
Moneyline · France4537s0
Team Total · France · 142.5341663s0
1st Inning Player Runs · Baseer Khan · 16.534458s0
Team Total · France · 126.534216s0
Team Total · France · 125.53476s0
Team Total · France · 149.5231502s0
1st 10 Overs Team Total · Austria · 71.5231002s0
Team Total · France · 147.523656s0
1st 6 Overs Team Total · Austria · 49.523616s0
1st 6 Overs Team Total · Austria · 48.523365s0
1st 12 Overs Team Total · Austria · 83.523332s0
1st Inning Player Runs · Christian Roberts · 63.523215s0

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) · 34 markets / 4 types — with book median odds

Player Runs · 29 markets · 3 books
  • Akshay Wagh · 19.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Baseer Khan · 15.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Baseer Khan · 16.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Baseer Khan · 17.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Bilal Zalmai · 23.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Bilal Zalmai · 24.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Bilal Zalmai · 36.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 43.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 47.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 48.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 50.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 51.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 54.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 55.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 56.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 60.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 61.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 62.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 63.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 66.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Christian Roberts · 72.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Jamshid Nasiri · 19.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Jamshid Nasiri · 20.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Rahimgul Naseri · 23.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Rahimgul Naseri · 24.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Shadnan Khan · 18.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Shadnan Khan · 22.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Shadnan Khan · 26.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Shadnan Khan · 27.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
1st Inning Team Total Runs Before Dismissal · 2 markets · 2 books
  • Austria · 41.5 → 1.86 · Dafabet, Stake
  • Austria · 42.5 → 1.83 · Dafabet, Stake
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 → 2.90 · Betfair Exchange, Betfair Exchange (Australia), Betfair Exchange (Australia) (Lay), Betfair Exchange (Lay), Dafabet
1st 12 Overs Team Total · 1 market · 5 books
  • Austria · 84.5 → 1.87 · Betway (Alaska), Blue Book, Dafabet, FanDuel, Stake

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

1.003.636.268.8911.520m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m460m480m