OpticOdds market behaviour — Manchester Originals v Welsh Fire
Recorded 2026-08-05 05:30:48 UTC → 2026-08-05 13:16:38 UTC · 466 min
⚠️ Thin match — only 11 markets priced (likely an associate / low-coverage game).
11 markets tracked
0% flapped (gone & back)
11 disappearances observed
0s median gap
0s longest gap
14 wickets
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.
0 2 4 6 8 10 −5h pre-match ▶ start +30m +1h +1h30m +2h +2h30m
2 · Per-market visibility (top 16 flappers)
visible gone (dropped) no data (laptop) wicket
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) · 105 markets / 20 types — with book median odds Total Runs · 48 markets · 1 books · 155.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 164.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 165.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (India) · 166.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 167.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 169.5 → 1.78 · Jugabet (Argentina), Parimatch (Brazil) · 171.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 173.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 175.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 177.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 179.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 181.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 183.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 185.5 → 1.82 · Jugabet (Chile), Parimatch (India) · 186.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 188.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 189.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 190.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 198.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 199.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 201.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 202.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (India) · 203.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 205.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 206.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 225.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 226.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 227.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 228.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 229.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 230.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 234.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 236.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 237.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 238.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 240.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 244.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 248.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 249.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 250.5 → 1.78 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 252.5 → 1.78 · Parimatch (Brazil), Parimatch (India) · 253.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 254.5 → 1.85 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 256.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 257.5 → 1.85 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) · 259.5 → 1.78 · Parimatch (Brazil), Parimatch (India) · 260.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil) · 261.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) 1st Inning Team Total · 31 markets · 3 books Welsh Fire · 100.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 101.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 109.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 110.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 111.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 112.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 113.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 114.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 115.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 116.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 117.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 118.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 119.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 120.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 122.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 77.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 82.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 83.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 84.5 → 1.82 · Jugabet (Argentina), Parimatch (Brazil) Welsh Fire · 85.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 86.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 87.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 88.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 89.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 90.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 91.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 92.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 93.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 94.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 98.5 → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · 99.5 → 1.82 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Highest Opening Partnership 3-Way · 2 markets · 3 books Draw · None → 36.06 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · None → 1.39 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Most Run Outs 3-Way · 2 markets · 4 books Draw · None → 1.90 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · None → 3.10 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Most Sixes 3-Way · 2 markets · 4 books Draw · None → 5.65 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Welsh Fire · None → 2.55 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Total Fours Odd/Even · 2 markets · 1 books Even · None → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Odd · None → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Total Runs Odd/Even · 2 markets · 4 books Even · None → 2.00 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Odd · None → 1.79 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Total Sixes Odd/Even · 2 markets · 1 books Even · None → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Odd · None → 1.86 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Will There Be A Century · 2 markets · 4 books No · None → 1.01 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Yes · None → 13.00 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Will There Be A Tie · 2 markets · 4 books No · None → 1.01 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Yes · None → 21.00 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) 1st 10 Overs Team Total · 1 market · 2 books Welsh Fire · 62.5 → 1.87 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) 1st 15 Overs Team Total · 1 market · 2 books Welsh Fire · 96.5 → 1.87 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) 1st 5 Overs Team Total · 1 market · 2 books Welsh Fire · 31.5 → 1.87 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) 1st Inning Team Total Run Outs · 1 market · 3 books Welsh Fire · 0.5 → 2.27 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) 1st Over Team Total · 1 market · 3 books Welsh Fire · 5.5 → 2.25 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Team Total Wickets Lost · 1 market · 3 books Welsh Fire · 6.5 → 1.75 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) To Win The Toss · 1 market · 2 books Manchester Originals · None → 1.90 · Batery, Fonbet, Stake Total Extras · 1 market · 4 books · 12.5 → 1.85 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Total Run Outs · 1 market · 4 books · 0.5 → 1.48 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India) Total Wickets · 1 market · 4 books · 12.5 → 1.75 · Jugabet (Argentina), Jugabet (Chile), Parimatch (Brazil), Parimatch (India)
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
1.64 1.78 1.93 2.07 2.22 0m 20m 40m 60m 80m 100m 120m 140m 160m 180m 200m 220m 240m 260m 280m 300m 320m 340m 360m 380m 400m 420m 440m 460m