📖 How to read this report · definitions for every metric below · terms throughout the report are clickable and jump here
Markets tracked
Distinct market keys (e.g. Moneyline|India) seen at any point during the capture for this fixture.
Flapped / Flapped (gone & back)
% of tracked markets that disappeared and then reappeared at least once. High % = unstable feed; the same market keeps blinking out and re-emerging.
Disappearances observed / Disappearances
Total count of DISAPPEARED events across all markets (a single market can disappear/reappear many times). Measures volume of churn, not duration.
Median gap / Longest gap
Across all DISAPPEARED → REAPPEARED cycles, the median and worst time-gap between losing a market and getting it back. "Clean" gaps only — windows of laptop/internet downtime are excluded.
Open-market count / Open-market count over time
How many distinct markets koth-prod / OO AI had live at each moment. koth-prod sampled every ~2s via heartbeats; OO AI at the comparison snapshot cadence (~30s). Dips = bulk drops; flat sections = stable catalogue.
Per-market visibility / Visibility
Per-market timeline showing when each market was offered. Coloured bars = market open; gaps between bars = the market was withdrawn.
Markets missing in OO AI / Coverage gap
Specific markets that other sources priced but OO AI never offered once in this match — genuine coverage gaps. Markets OO AI offered then lost are flapping (see §2), not counted as missing.
Top books filling OO AI's gaps
For each missed market, which books priced it most often (number = how many distinct missed markets that book covered). Useful signal for which markets to source from elsewhere.
All sportsbook availability / Coverage
Per-book coverage of the comparison snapshots in this match. Coverage % = fraction of cmp snapshots where the book had any market; Avg / Peak markets = mean and max market count per snapshot.
Median price level
Median decimal-odds across the common basket (markets all 3 of koth-prod, OO AI, ≥2 books price the same line; basket must have ≥3 markets to count). Each line is a 9-point rolling median (~4.5 min window) to dampen single-snapshot spikes from the basket changing. Gap between lines = systematic pricing divergence.
Cricinfo vs OO lag / Event-detection lag
For each ball-event (wicket/boundary), the time OO AI's REST and Stream feeds detected the event minus Cricinfo's detection time. Below 0 = OO saw it first. The "best" column uses whichever OO feed fired faster.
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.
2 · Per-market visibility (top 16 flappers)
visible gone (dropped) no data (laptop) wicket
Top flapping markets · koth-prod
Market
Reappears
Disappearances
Longest gap
Price points
Most Sixes 3-Way · Leicestershire
19
20
1842s
20
Most Sixes 3-Way · Lancashire
19
20
1842s
20
Most Sixes 3-Way · Draw
19
20
1842s
20
Team Top Batsman · Leicestershire :: Nick Kelly
19
20
1366s
20
Team Top Batsman · Leicestershire :: Ben Green
18
19
1036s
19
Team Top Batsman · Leicestershire :: Ashton Turner
18
19
1036s
19
Team Top Batsman · Leicestershire :: Rishi Patel
18
19
1036s
19
Team Top Batsman · Lancashire :: Phil Salt
17
18
3313s
18
Team Top Batsman · Leicestershire :: Liam Trevaskis
17
18
1036s
18
Team Top Batsman · Lancashire :: Luke Wood
17
18
989s
18
Team Top Batsman · Leicestershire :: Ben Mike
16
17
1036s
17
Team Top Batsman · Leicestershire :: Sam Wood
16
17
1036s
17
Team Top Batsman · Lancashire :: Saqib Mahmood
16
17
989s
17
Team Top Batsman · Leicestershire :: Ben Cox
15
16
1036s
16
Team Top Batsman · Lancashire :: Ben McDermott
15
16
989s
16
Team Top Batsman · Lancashire :: Liam Livingstone
15
16
989s
16
Top flapping markets · OO AI · sampled at the comparison cadence (~30s)
Market
Reappears
Disappearances
Longest gap
Price points
Team Top Batsman · Leicestershire :: Ashton Turner
18
19
1036s
0
Team Top Batsman · Leicestershire :: Ben Green
18
19
1036s
0
Team Top Batsman · Leicestershire :: Rishi Patel
18
19
1036s
0
Most Sixes 3-Way · Draw
17
18
1842s
0
Most Sixes 3-Way · Leicestershire
17
18
1842s
0
Most Sixes 3-Way · Lancashire
17
18
1842s
0
Team Top Batsman · Leicestershire :: Ben Mike
17
18
1036s
0
Team Top Batsman · Leicestershire :: Sam Wood
17
18
1036s
0
Team Top Batsman · Leicestershire :: Liam Trevaskis
17
18
1036s
0
Team Top Batsman · Lancashire :: Phil Salt
16
17
3313s
0
Team Top Batsman · Leicestershire :: Nick Kelly
16
17
1366s
0
Team Top Batsman · Leicestershire :: Ben Cox
16
17
1036s
0
Team Top Batsman · Lancashire :: Luke Wood
16
17
989s
0
Team Top Batsman · Lancashire :: Saqib Mahmood
15
16
989s
0
Team Top Batsman · Leicestershire :: Alex Green
14
15
1036s
0
Team Top Batsman · Lancashire :: Ben McDermott
14
15
989s
0
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, and which books priced each. (Markets OO AI does offer but that blink out are flapping — see §2, not counted here.)
vs koth-prod · 6 markets / 4 types
1st Inning Player Runs· 2 markets · top books: Stake (55), Dafabet (2)
Rehan Ahmed · 29.5 · books: Stake(53), Dafabet(1)
Rehan Ahmed · 34.5 · books: Stake(2), Dafabet(1)
Team Total Run Outs· 2 markets · top books: Betway (7), Sportingbet (7), Sports Interaction (7)
Top books filling OO AI's coverage gaps · books that priced the most distinct markets OO AI never offered
Book
Missed markets it priced
Parimatch (India)
120
Jugabet (Argentina)
119
Parimatch (Brazil)
118
Jugabet (Chile)
116
Stake
109
Dafabet
85
Sportzino
42
Sportingbet
16
Sports Interaction
16
bwin
16
Betsafe
15
iBet
15
Rizk
15
Betsson
15
Betway
14
All sportsbook availability · coverage of comparison snapshots in this match · sorted by coverage %
Book
Coverage
Snapshots with markets
Avg markets / snap
Peak markets
Kalshi
93.1%
1297/1393
1.9
2
Betfair Exchange (Australia)
91.9%
1280/1393
3.8
4
Betfair Exchange
91.7%
1277/1393
3.8
4
Betfair Exchange (Australia) (Lay)
84.4%
1176/1393
3.8
4
Betfair Exchange (Lay)
84.3%
1174/1393
3.8
4
BC.GAME
82.8%
1154/1393
2.7
10
Betplay
82.8%
1154/1393
2.7
10
Rivalry
82.8%
1154/1393
2.7
10
Betway
82.3%
1146/1393
57.8
102
Batery
82.2%
1145/1393
2.5
4
Rizk
82.1%
1144/1393
44.8
112
iBet
82.1%
1144/1393
44.8
112
Betsson
82.1%
1144/1393
44.8
112
Betsafe
82.1%
1143/1393
44.8
112
Sportzino
82.0%
1142/1393
26.5
66
Sportingbet
81.8%
1140/1393
54.0
117
Sports Interaction
81.8%
1140/1393
54.0
117
bwin
81.8%
1140/1393
54.0
117
Stake
81.8%
1139/1393
100.8
250
FanDuel
81.7%
1138/1393
28.9
63
Blue Book
81.7%
1138/1393
28.9
63
Betway (Alaska)
81.7%
1138/1393
28.9
63
DraftKings
80.4%
1120/1393
6.2
14
Jugabet (Argentina)
78.8%
1098/1393
22.3
47
Parimatch (Brazil)
78.4%
1092/1393
22.4
47
Jugabet (Chile)
78.2%
1089/1393
22.4
47
Parimatch (India)
77.7%
1082/1393
22.5
47
Dafabet
76.2%
1061/1393
69.5
154
Caesars
57.4%
800/1393
2.0
2
William Hill
57.4%
800/1393
2.0
2
Bodog
29.2%
407/1393
32.4
36
Bovada
29.2%
407/1393
32.4
36
Ozoon
29.2%
407/1393
32.4
36
Fonbet
27.4%
382/1393
3.6
4
Unibet (Denmark)
27.2%
379/1393
10.4
11
Unibet
27.2%
379/1393
10.4
11
Sportsbetting.ag
27.2%
379/1393
2.0
2
BetOnline
27.2%
379/1393
2.0
2
LowVig
27.2%
379/1393
2.0
2
BetAmapola
27.2%
379/1393
2.0
2
4 · Median price level — koth-prod vs OO AI vs books
Median decimal odds on the common basket (markets all three price, mainline, ≥3 markets/basket).
Each line is a 9-point rolling median (~4.5 min window) so single-snapshot basket-churn no longer
spikes the chart. The gap between lines is the pricing divergence; OO AI is dashed so it stays visible
where it overlaps the books line.