OpticOdds market behaviour — Namibia v Hong Kong

Recorded 2026-07-28 02:30:10 UTC → 2026-07-28 10:39:39 UTC · 489 min

⚠️ Thin match — only 2 markets priced (likely an associate / low-coverage game).
2markets tracked 100%flapped (gone & back) 34disappearances observed 137smedian gap 585slongest gap 6wickets

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.

012−5h pre-match▶ start+30m+1h+1h30m+2h+2h30m+3h

2 · Per-market visibility (top 16 flappers)

visible gone (dropped) no data (laptop) wicket

Moneyline · Hong KongMoneyline · Namibia0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m460m480m

Top flapping markets · koth-prod

MarketReappearsDisappearancesLongest gapPrice points
Moneyline · Hong Kong1617585s17
Moneyline · Namibia1617585s17
Moneyline · NamibiaMoneyline · Hong Kong0m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m460m480m

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

MarketReappearsDisappearancesLongest gapPrice points
Moneyline · Namibia1617585s0
Moneyline · Hong Kong1617585s0

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) · 144 markets / 25 types — with book median odds

Player Runs · 46 markets · 3 books
  • Mariko Hill · 17.5 → 1.89 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 19.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 20.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 21.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 24.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 26.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 30.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 34.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 35.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 36.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 37.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 38.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 47.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 48.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 49.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mariko Hill · 52.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Marina Lamplough · 11.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Marina Lamplough · 12.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Marina Lamplough · 13.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Marina Lamplough · 20.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Marina Lamplough · 21.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mekelaye Mwatile · 30.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mekelaye Mwatile · 31.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mekelaye Mwatile · 32.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mekelaye Mwatile · 34.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mekelaye Mwatile · 35.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mekelaye Mwatile · 36.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mekelaye Mwatile · 37.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mekelaye Mwatile · 38.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Mekelaye Mwatile · 43.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Merczerly Gorases · 24.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Merczerly Gorases · 28.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Merczerly Gorases · 30.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Natasha Miles · 18.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Natasha Miles · 19.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Shanzeen Shahzad · 11.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Shanzeen Shahzad · 15.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Shanzeen Shahzad · 16.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Sune Wittmann · 35.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Sune Wittmann · 38.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Sune Wittmann · 39.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Sune Wittmann · 40.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Sune Wittmann · 42.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Sune Wittmann · 46.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Sune Wittmann · 50.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Sune Wittmann · 51.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
Team Total · 25 markets · 3 books
  • Hong Kong · 110.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 112.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 114.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 115.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 116.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 117.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 118.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 119.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 120.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 121.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 122.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 123.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 124.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 125.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 126.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 127.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 128.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 129.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 130.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 131.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 132.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 133.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 134.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 135.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 136.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
Team Total Run Outs · 10 markets · 3 books
  • Hong Kong · 23.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 24.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 28.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 30.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 31.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 35.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 45.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 49.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 52.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 56.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
1st 10 Overs Team Total · 7 markets · 3 books
  • Hong Kong · 56.5 → 2.00 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 57.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 58.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 59.5 → 1.83 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 60.5 → 1.83 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 61.5 → 1.83 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 62.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
1st 15 Overs Team Total · 6 markets · 3 books
  • Hong Kong · 94.5 → 1.95 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 95.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 96.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 97.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 98.5 → 1.95 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 99.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
1st 6 Overs Team Total · 6 markets · 3 books
  • Hong Kong · 29.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 30.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 31.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 32.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 33.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 34.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
5th Over Team Total · 4 markets · 3 books
  • Hong Kong · 5.5 → 1.95 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 6.5 → 1.67 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 6.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 7.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
8th Over Team Total · 4 markets · 3 books
  • Hong Kong · 4.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 5.5 → 1.59 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 6.5 → 2.95 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 6.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
13th Over Team Total · 3 markets · 3 books
  • Hong Kong · 5.5 → 1.95 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 6.5 → 2.00 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 6.5 → 1.83 · Betway (Alaska), Blue Book, FanDuel
1st 12 Overs Team Total · 3 markets · 3 books
  • Hong Kong · 73.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 75.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 76.5 → 1.83 · Betway (Alaska), Blue Book, FanDuel
3rd Over Team Total · 3 markets · 3 books
  • Hong Kong · 5.5 → 1.71 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 6.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 7.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
6th Over Team Total · 3 markets · 3 books
  • Hong Kong · 6.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 6.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 7.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
7th Over Team Total · 3 markets · 3 books
  • Hong Kong · 4.5 → 1.74 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 5.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 6.5 → 1.95 · Betway (Alaska), Blue Book, FanDuel
9th Over Team Total · 3 markets · 3 books
  • Hong Kong · 4.5 → 1.69 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 5.5 → 1.61 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 6.5 → 1.77 · Betway (Alaska), Blue Book, FanDuel
11th Over Team Total · 2 markets · 3 books
  • Hong Kong · 5.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 7.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
12th Over Team Total · 2 markets · 3 books
  • Hong Kong · 5.5 → 1.74 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 7.5 → 1.71 · Betway (Alaska), Blue Book, FanDuel
14th Over Team Total · 2 markets · 3 books
  • Hong Kong · 5.5 → 1.91 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 6.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
15th Over Team Total · 2 markets · 3 books
  • Hong Kong · 4.5 → 2.25 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 6.5 → 1.61 · Betway (Alaska), Blue Book, FanDuel
18th Over Team Total · 2 markets · 3 books
  • Hong Kong · 4.5 → 1.65 · Betway (Alaska), Blue Book, FanDuel
  • Hong Kong · 5.5 → 1.69 · Betway (Alaska), Blue Book, FanDuel
2nd Over Team Total · 2 markets · 3 books
  • Namibia · 5.5 → 1.74 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 6.5 → 1.74 · Betway (Alaska), Blue Book, FanDuel
4th Over Team Total · 2 markets · 3 books
  • Hong Kong · 5.5 → 1.67 · Betway (Alaska), Blue Book, FanDuel
  • Namibia · 7.5 → 1.77 · Betway (Alaska), Blue Book, FanDuel
10th Over Team Total · 1 market · 3 books
  • Namibia · 6.5 → 1.65 · Betway (Alaska), Blue Book, FanDuel
17th Over Team Total · 1 market · 3 books
  • Hong Kong · 4.5 → 1.80 · Betway (Alaska), Blue Book, FanDuel
1st Over Team Total · 1 market · 3 books
  • Namibia · 4.5 → 1.87 · Betway (Alaska), Blue Book, FanDuel
20th Over Team Total · 1 market · 3 books
  • Hong Kong · 6.5 → 1.71 · Betway (Alaska), Blue Book, FanDuel

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

1.003.485.958.4310.900m20m40m60m80m100m120m140m160m180m200m220m240m260m280m300m320m340m360m380m400m420m440m460m480m