OpticOdds market behaviour — Northern Knights v Leinster Lightning

Recorded 2026-07-29 09:30:28 UTC → 2026-07-29 16:19:27 UTC · 409 min

⚠️ Thin match — only 14 markets priced (likely an associate / low-coverage game).
14markets tracked 14%flapped (gone & back) 16disappearances observed 1062smedian gap 1062slongest gap 0wickets

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.

0369120m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m

2 · Per-market visibility (top 16 flappers)

visible gone (dropped) no data (laptop) wicket

Moneyline · Northern KnightsMoneyline · Leinster Lightning2nd Over Team Total · Leinster Lightning ·5th Over Team Total · Leinster Lightning ·5th Over Team Total · Northern Knights · 84th Over Team Total · Northern Knights · 81st Over Team Total · Leinster Lightning ·1st Over Team Total · Northern Knights · 63rd Over Team Total · Northern Knights · 83rd Over Team Total · Leinster Lightning ·2nd Over Team Total · Northern Knights · 76th Over Team Total · Leinster Lightning ·6th Over Team Total · Northern Knights · 94th Over Team Total · Leinster Lightning ·0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m

Top flapping markets · koth-prod

MarketReappearsDisappearancesLongest gapPrice points
Moneyline · Northern Knights121062s2
Moneyline · Leinster Lightning121062s2
2nd Over Team Total · Leinster Lightning · 8.5010s1
5th Over Team Total · Leinster Lightning · 10.5010s1
5th Over Team Total · Northern Knights · 8.5010s1
4th Over Team Total · Northern Knights · 8.5010s1
1st Over Team Total · Leinster Lightning · 6.5010s1
1st Over Team Total · Northern Knights · 6.5010s1
3rd Over Team Total · Northern Knights · 8.5010s1
3rd Over Team Total · Leinster Lightning · 9.5010s1
2nd Over Team Total · Northern Knights · 7.5010s1
6th Over Team Total · Leinster Lightning · 10.5010s1
6th Over Team Total · Northern Knights · 9.5010s1
4th Over Team Total · Leinster Lightning · 10.5010s1
Moneyline · Northern Knights2nd Over Team Total · Leinster Lightning ·6th Over Team Total · Leinster Lightning ·4th Over Team Total · Northern Knights · 81st Over Team Total · Northern Knights · 64th Over Team Total · Leinster Lightning ·3rd Over Team Total · Northern Knights · 86th Over Team Total · Northern Knights · 93rd Over Team Total · Leinster Lightning ·5th Over Team Total · Leinster Lightning ·2nd Over Team Total · Northern Knights · 75th Over Team Total · Northern Knights · 8Moneyline · Leinster Lightning1st Over Team Total · Leinster Lightning ·0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m

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

MarketReappearsDisappearancesLongest gapPrice points
Moneyline · Northern Knights010s0
2nd Over Team Total · Leinster Lightning · 8.5010s0
6th Over Team Total · Leinster Lightning · 10.5010s0
4th Over Team Total · Northern Knights · 8.5010s0
1st Over Team Total · Northern Knights · 6.5010s0
4th Over Team Total · Leinster Lightning · 10.5010s0
3rd Over Team Total · Northern Knights · 8.5010s0
6th Over Team Total · Northern Knights · 9.5010s0
3rd Over Team Total · Leinster Lightning · 9.5010s0
5th Over Team Total · Leinster Lightning · 10.5010s0
2nd Over Team Total · Northern Knights · 7.5010s0
5th Over Team Total · Northern Knights · 8.5010s0
Moneyline · Leinster Lightning010s0
1st Over Team Total · Leinster Lightning · 6.5010s0

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) · 4 markets / 2 types — with book median odds

Team With Top Bowler · 2 markets · 1 books
  • Leinster Lightning · None → 1.50 · Betway, Stake
  • Northern Knights · None → 2.38 · Betway, Stake
Will There Be A Tie · 2 markets · 4 books
  • No · None → 1.03 · Betfair Exchange, Betfair Exchange (Australia), Betfair Exchange (Australia) (Lay), Betfair Exchange (Lay)
  • Yes · None → 7.65 · Betfair Exchange, Betfair Exchange (Australia), Betfair Exchange (Australia) (Lay), Betfair Exchange (Lay), Betway

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

1.741.781.811.841.870m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m