📖 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 Coloured bars = market open; gaps between bars = the market was withdrawn.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
Team Top Batsman · Australia :: Annabel Sutherland
21
22
655s
22
Team Top Batsman · Australia :: Ellyse Perry
21
22
655s
22
Team Top Batsman · Australia :: Georgia Wareham
21
22
655s
22
Moneyline · Pakistan
20
21
2178s
21
Team Top Batsman · Australia :: Ash Gardner
20
21
655s
21
Team Top Batsman · Australia :: Nicola Carey
19
20
655s
20
Team Top Batsman · Australia :: Georgia Voll
19
20
655s
20
Team Top Batsman · Australia :: Sophie Molineux
16
17
655s
17
Team Top Batsman · Australia :: Alana King
14
15
655s
15
Team Total · Australia · 192.5
13
14
1617s
14
Team Top Batsman · Australia :: Kim Garth
13
14
655s
14
1st 10 Overs Team Total · Pakistan · 62.5
12
14
7182s
14
Team Total · Australia · 205.5
12
13
2279s
13
Team Total Fours · Australia · 26.5
12
13
603s
13
Team Top Batsman · Australia :: Lucy Hamilton
11
12
655s
12
1st 12 Overs Team Total · Pakistan · 80.5
11
13
406s
13
Top flapping markets · OO AI · sampled at the comparison cadence (~30s)
Market
Reappears
Disappearances
Longest gap
Price points
Moneyline · Pakistan
20
21
2178s
0
Team Top Batsman · Australia :: Georgia Wareham
20
21
655s
0
Team Top Batsman · Australia :: Ellyse Perry
20
21
655s
0
Team Top Batsman · Australia :: Annabel Sutherland
20
21
655s
0
Team Top Batsman · Australia :: Ash Gardner
19
20
655s
0
Team Top Batsman · Australia :: Nicola Carey
18
19
655s
0
Team Top Batsman · Australia :: Georgia Voll
18
19
655s
0
Team Top Batsman · Australia :: Sophie Molineux
15
16
655s
0
Team Top Batsman · Australia :: Alana King
14
15
655s
0
Team Total · Australia · 192.5
13
14
1617s
0
Team Total Fours · Australia · 26.5
13
14
603s
0
1st 10 Overs Team Total · Pakistan · 62.5
12
14
7182s
0
Team Total · Australia · 205.5
12
13
2279s
0
Team Top Batsman · Australia :: Kim Garth
12
13
655s
0
1st 12 Overs Team Total · Pakistan · 78.5
11
13
601s
0
1st 12 Overs Team Total · Pakistan · 77.5
11
13
291s
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 · 2 markets / 2 types
1st Inning Player Runs· 1 market · top books: Stake (2), Dafabet (1)
Top books filling OO AI's coverage gaps · books that priced the most distinct markets OO AI never offered
Book
Missed markets it priced
Stake
117
Bodog
81
Bovada
81
Ozoon
81
Sports Interaction
72
Sportingbet
72
bwin
72
Dafabet
52
Betsafe
47
iBet
47
Rizk
47
Betsson
47
Unibet
30
Unibet (Denmark)
30
BetRivers
30
All sportsbook availability · coverage of comparison snapshots in this match · sorted by coverage %
Book
Coverage
Snapshots with markets
Avg markets / snap
Peak markets
Kalshi
96.1%
1280/1332
7.7
8
Betway
89.4%
1191/1332
42.2
104
Sportingbet
89.3%
1190/1332
49.3
130
Sports Interaction
89.3%
1190/1332
49.3
130
bwin
89.3%
1190/1332
49.3
130
Sportzino
88.1%
1173/1332
26.9
70
Dafabet
87.4%
1164/1332
50.8
130
Bodog
87.4%
1164/1332
43.8
132
Bovada
87.4%
1164/1332
43.8
132
Ozoon
87.3%
1163/1332
43.9
132
DraftKings
85.0%
1132/1332
10.7
22
Betsafe
81.5%
1086/1332
37.2
94
iBet
81.5%
1086/1332
37.2
94
Rizk
81.5%
1086/1332
37.2
94
Betsson
81.5%
1086/1332
37.2
94
SBOBET
80.7%
1075/1332
6.9
16
Betplay
49.2%
656/1332
6.0
14
Rivalry
49.2%
656/1332
6.0
14
BC.GAME
49.2%
655/1332
6.0
14
Unibet
47.8%
637/1332
24.2
44
Unibet (Denmark)
47.6%
634/1332
24.4
44
Stake
45.3%
604/1332
150.6
231
theScore
36.3%
484/1332
6.6
8
BetAmapola
29.3%
390/1332
2.0
2
Betano
29.1%
388/1332
2.0
2
Betano (Argentina)
29.1%
387/1332
2.0
2
Betano (Chile)
28.8%
384/1332
2.0
2
BetRivers
28.7%
382/1332
35.9
40
TwinSpires
28.7%
382/1332
35.9
40
RushBet
28.7%
382/1332
35.9
40
Desert Diamond
28.7%
382/1332
35.9
40
Four Winds
28.7%
382/1332
35.9
40
SugarHouse
28.7%
382/1332
35.9
40
Caesars
11.4%
152/1332
2.0
2
William Hill
11.4%
152/1332
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.