OpticOdds market behaviour — Northern Knights v North-West Warriors

Recorded 2026-07-28 09:31:01 UTC → 2026-07-28 21:14:51 UTC · 704 min

377markets tracked 61%flapped (gone & back) 875disappearances observed 187smedian gap 9623slongest gap 13wickets

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.

08162432−11h pre-match▶ start

2 · Per-market visibility (top 16 flappers)

visible gone (dropped) no data (laptop) wicket

Moneyline · North-West WarriorsMoneyline · Northern KnightsTeam Total · North-West Warriors · 183.5Team Total · North-West Warriors · 187.5Most Sixes 3-Way · DrawMost Sixes 3-Way · North-West WarriorsMost Sixes 3-Way · Northern Knights1st 15 Overs Team Total · North-West Warri1st 15 Overs Team Total · North-West Warri1st 12 Overs Team Total · Northern Knights1st 12 Overs Team Total · Northern KnightsTeam Total · North-West Warriors · 197.51st 12 Overs Team Total · Northern KnightsTeam Total · North-West Warriors · 168.5Team Total Fours · North-West Warriors · 11st 10 Overs Team Total · Northern Knights0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m460m480m500m520m540m560m580m600m620m640m660m680m700m

Top flapping markets · koth-prod

MarketReappearsDisappearancesLongest gapPrice points
Moneyline · North-West Warriors1213141s13
Moneyline · Northern Knights1213141s13
Team Total · North-West Warriors · 183.5891532s9
Team Total · North-West Warriors · 187.5891161s9
Most Sixes 3-Way · Draw78186s8
Most Sixes 3-Way · North-West Warriors78184s8
Most Sixes 3-Way · Northern Knights78184s8
1st 15 Overs Team Total · North-West Warriors · 125.5671440s7
1st 15 Overs Team Total · North-West Warriors · 124.5671439s7
1st 12 Overs Team Total · Northern Knights · 113.5671023s7
1st 12 Overs Team Total · Northern Knights · 110.567884s7
Team Total · North-West Warriors · 197.5562554s6
1st 12 Overs Team Total · Northern Knights · 118.5561722s6
Team Total · North-West Warriors · 168.5561718s6
Team Total Fours · North-West Warriors · 17.5561344s6
1st 10 Overs Team Total · Northern Knights · 90.556930s6
Moneyline · North-West WarriorsMoneyline · Northern KnightsTeam Total · North-West Warriors · 183.5Team Total · North-West Warriors · 187.5Most Sixes 3-Way · DrawMost Sixes 3-Way · Northern KnightsMost Sixes 3-Way · North-West Warriors1st 15 Overs Team Total · North-West Warri1st 15 Overs Team Total · North-West Warri1st 12 Overs Team Total · Northern Knights1st 12 Overs Team Total · Northern KnightsTeam Total · North-West Warriors · 194.51st 12 Overs Team Total · Northern KnightsTeam Total · North-West Warriors · 168.5Team Total Fours · North-West Warriors · 11st 10 Overs Team Total · Northern Knights0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m460m480m500m520m540m560m580m600m620m640m660m680m700m

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

MarketReappearsDisappearancesLongest gapPrice points
Moneyline · North-West Warriors1213141s0
Moneyline · Northern Knights1213141s0
Team Total · North-West Warriors · 183.5891532s0
Team Total · North-West Warriors · 187.5781161s0
Most Sixes 3-Way · Draw78186s0
Most Sixes 3-Way · Northern Knights78184s0
Most Sixes 3-Way · North-West Warriors78184s0
1st 15 Overs Team Total · North-West Warriors · 125.5671440s0
1st 15 Overs Team Total · North-West Warriors · 124.5671439s0
1st 12 Overs Team Total · Northern Knights · 113.5671023s0
1st 12 Overs Team Total · Northern Knights · 110.567884s0
Team Total · North-West Warriors · 194.5561859s0
1st 12 Overs Team Total · Northern Knights · 118.5561722s0
Team Total · North-West Warriors · 168.5561718s0
Team Total Fours · North-West Warriors · 17.5561344s0
1st 10 Overs Team Total · Northern Knights · 90.556930s0

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) · 21 markets / 11 types — with book median odds

Team Total Run Outs · 3 markets · 4 books
  • North-West Warriors · 66.5 → 1.83 · Sportingbet, Sports Interaction, bwin
  • North-West Warriors · 75.5 → 1.83 · Sportingbet, Sports Interaction, bwin
  • North-West Warriors · 88.5 → 1.83 · Sportingbet, Sports Interaction, bwin
1st 10 Overs Team Total · 2 markets · 3 books
  • North-West Warriors · 95.5 → 1.54 · Sportingbet, Sports Interaction, bwin
  • Northern Knights · 103.5 → 2.20 · Sportingbet, Sports Interaction, bwin
1st 12 Overs Team Total · 2 markets · 4 books
  • North-West Warriors · 113.5 → 1.57 · Sportingbet, Sports Interaction, bwin
  • Northern Knights · 122.5 → 2.20 · Sportingbet, Sports Interaction, bwin
1st Inning Team Total Runs Before Dismissal · 2 markets · 1 books
  • North-West Warriors · 22.5 → 1.86 · Dafabet, Stake
  • Northern Knights · 22.5 → 1.86 · Dafabet, Stake
1st Inning Will There Be A Century · 2 markets · 1 books
  • No · None → 1.03 · Dafabet, Stake
  • Yes · None → 9.00 · Dafabet, Stake
1st Inning Will There Be A Fifty · 2 markets · 1 books
  • No · None → 2.56 · Dafabet, Stake
  • Yes · None → 1.45 · Dafabet, Stake
Team With Top Batsman · 2 markets · 1 books
  • North-West Warriors · None → 1.80 · Dafabet, Stake
  • Northern Knights · None → 1.91 · Dafabet, Stake
Team With Top Bowler · 2 markets · 1 books
  • North-West Warriors · None → 1.81 · Dafabet, Stake
  • Northern Knights · None → 1.87 · Dafabet, Stake
Will There Be A Tie · 2 markets · 1 books
  • No · None → 1.04 · Betfair Exchange, Betfair Exchange (Australia), Betfair Exchange (Australia) (Lay), Betfair Exchange (Lay), Betway, Dafabet
  • Yes · None → 3.38 · Betfair Exchange, Betfair Exchange (Australia), Betfair Exchange (Australia) (Lay), Betfair Exchange (Lay), Betway, Dafabet
1st 6 Overs Team Total · 1 market · 4 books
  • Northern Knights · 64.5 → 1.83 · Sportingbet, Sports Interaction, bwin
Team Total · 1 market · 1 books
  • North-West Warriors · 158.5 → 1.33 · Betway, Dafabet, Sportingbet, Sports Interaction, bwin

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

1.002.854.696.548.380m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m460m480m500m520m540m560m580m600m620m640m660m680m700m