OpticOdds — source stability & pricing report

Cricket · all books vs OpticOdds AI vs koth-prod · auto-generated from the capture log

5.6hcaptured22fixtures 72sources20203control pings 0.0 mininternet down

🚩 Key findings

✓ Internet control stayed up the whole capture (0 windows excluded).
🚩 OpticOdds AI overall — uptime 77.7%, dropped its markets 34×.
🚩 koth-prod (v89) overall — uptime 75.7%, dropped its markets 31×.
🚩 Least stable book: theScore dropped markets 119× (uptime 73.3%). 46 book(s) flapped.

Market flappiness — OpticOdds AI vs koth-prod · number of markets live over time · dips = markets vanished

━ OpticOdds AI   ━ koth-prod (v89)
04068111216162219:2420:3221:4022:4723:5501:03

Odds pricing — median price level · decimal odds · same basket (markets koth-prod, OO AI & ≥2 books all price) · gap between lines = divergence · OO AI dashed so it stays visible where it overlaps books

━ koth-prod (v89)   ╌ OpticOdds AI   ━ books median
1.142.513.895.276.6419:2420:3221:4022:4723:5501:03

Coverage gaps vs OpticOdds AI · market types the others price but OO AI does not · latest snapshot per fixture

In ≥2 books, NOT in OO AI · 40 types

Market typefixtures
Will There Be A Tie15
1st Inning Team Total Runs Before Dismissal8
Man Of The Match8
Moneyline7
Player Performance7
Total Fours Odd/Even6
Total Runs5
Total Runs Odd/Even5
Team Total Run Outs4
Top Bowler4
Total Extras4
1st Inning Team Top Batsman3
1st Inning Team Top Bowler3
Total Sixes Odd/Even3
1st Inning Team Total Run Outs3
Team Total Odd/Even3
Player Runs2
Team Top Batsman2
Player Fours2
Player Wickets Taken2
Player Sixes2
Team Will Score A Fifty2
Team Will Score A Century2
Team Total Wickets Lost2
Total Wickets2
Top Batsman2
1st Inning Team Total1
1st Inning Total Runs1
1st 25 Overs Team Total1
1st 15 Overs Team Total1
Will There Be A Fifty1
Most Sixes 3-Way1
Most Fours 3-Way1
1st 15 Overs Team Total1
1st 10 Overs Team Total1
1st 5 Overs Team Total1
Double Chance1
Team Top Bowler1
Highest Opening Partnership 3-Way1
To Win The Toss1

In koth-prod, NOT in OO AI · 13 types

Market typefixtures
Most Run Outs 3-Way2
Total Runs Odd/Even2
Total Runs1
Total Stumpings1
Total Boundaries1
Total Wickets1
Player Fours1
1st Inning Player Runs1
Player Wickets Taken1
Player Sixes1
Most Sixes 3-Way1
Will There Be A Fifty1
Most Fours 3-Way1

Per-match detail · every captured fixture · click a match to expand

New Zealand v Sri Lanka · 202606164A110514 · 2873 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI52.7%172873
koth-prod (v89) config52.9%152873
Kalshi55.2%12873
Betplay54.2%92873
Rivalry54.2%92873
BC.GAME54.2%92873
Bodog53.4%112873
Bovada53.4%112873

Pricing divergence · same market, decimal, top by spread

Marketbooksspread
Moneyline New Zealand None2.75–93.0790.32
Moneyline Sri Lanka None1.01–1.4350.425

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)KalshiBetplayRivalryBC.GAMEBodogBovada
Match result··122222
Team/innings total··6·····
England v Ireland · 20260616D4703719 · 862 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI98.3%5862
koth-prod (v89) config98.3%5862
Bodog100.0%0862
Kalshi100.0%0862
Bovada100.0%0862
Ozoon100.0%0862
Unibet99.8%2862
Unibet (Denmark)99.7%2862

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Moneyline Ireland None39.558.6216.0–81.065.0
Team Top Batsman England :: Lauren Bell None··56.0–101.045.0
Team Top Batsman England :: Sophie Ecclestone None··46.0–81.035.0
Team Top Batsman England :: Linsey Smith None··67.0–101.034.0
Highest Opening Partnership 3-Way Draw None20.620.619.0–35.016.0
Team Top Batsman England :: Charlie Dean None··36.0–51.015.0
Team Top Batsman England :: Dani Gibson None··26.0–34.08.0
Team Top Batsman England :: Freya Kemp None··20.0–23.03.0
15th Over Team Total Ireland 6.52.641.4351.4–2.751.35
16th Over Team Total Ireland 6.51.4171.4171.426–2.71.283
Team Total Ireland 105.52.662.661.4–2.581.26
Highest Opening Partnership 3-Way Ireland None5.05.04.0–5.251.25
Team Total Ireland 115.52.351.5321.476–2.440.964
Team Top Batsman England :: Alice Capsey None··7.5–8.250.75

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)BodogKalshiBovadaOzoonUnibetUnibet (Denmark)
Team/innings total33·6····
Match result11222211
Over total — by over441·11··
Partnership33······
Player — runs11······
Fours/boundaries11······
Netherlands v Canada · 2026061647F27A90 · 766 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI41.8%2766
koth-prod (v89) config13.2%1766
Betfair Exchange (Australia)68.7%1766
Betfair Exchange68.7%1766
Betfair Exchange (Australia) (Lay)68.7%1766
Betfair Exchange (Lay)68.7%1766
Stake41.9%2766
Sportingbet41.8%2766

Pricing divergence · same market, decimal, top by spread

Marketbooksspread
Will There Be A Tie Yes None47.55–115.7468.19
Moneyline Canada None2.35–2.540.19
Moneyline Netherlands None1.654–1.7350.081
Will There Be A Tie No None1.01–1.0210.011

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)Betfair Exchange (Australia)Betfair ExchangeBetfair Exchange (Australia) (Lay)Betfair Exchange (Lay)StakeSportingbet
Match result··4444··
Northern Knights v North-West Warriors · 2026061744595173 · 439 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI23.5%0439
koth-prod (v89) config24.1%0439
Betfair Exchange (Australia)100.0%0439
Betfair Exchange (Lay)100.0%0439
Betfair Exchange100.0%0439
Betfair Exchange (Australia) (Lay)100.0%0439
Dafabet28.2%0439
Betway7.5%0439

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Will There Be A Tie Yes None··1.952–115.74113.788
3rd Over Team Total Northern Knights 6.52.322.321.541–2.30.779
6th Over Team Total North-West Warriors 7.51.5992.22.2–2.20.601
2nd Over Team Total North-West Warriors 6.51.612.182.18–2.20.59
Moneyline Northern Knights None2.22.22.15–2.730.58
5th Over Team Total North-West Warriors 7.52.162.161.599–1.6210.561
Will There Be A Tie No None··1.01–1.5260.516
4th Over Team Total North-West Warriors 7.51.6412.112.1–2.120.479
2nd Over Team Total Northern Knights 6.51.682.061.68–1.6990.38
6th Over Team Total Northern Knights 7.51.682.061.68–1.6990.38
1st Over Team Total North-West Warriors 6.52.061.692.05–2.060.37
5th Over Team Total Northern Knights 7.51.6992.041.699–2.050.351
1st Over Team Total North-West Warriors 5.52.042.041.699–2.040.341
3rd Over Team Total North-West Warriors 7.51.6992.021.699–1.6990.321

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)Betfair Exchange (Australia)Betfair Exchange (Lay)Betfair ExchangeBetfair Exchange (Australia) (Lay)DafabetBetway
Over total — by over2424····2424
Match result664444113
Sixes — team/total33····3·
Fours/boundaries33····3·
Top batsman······2·
Team/innings total······2·
Top bowler······2·
Wickets/dismissals·······2
Leinster Lightning v North-West Warriors · 20260617FB4E1F53 · 439 polls

Source stability

SourceUptimeDropsPolls
Betfair Exchange (Australia)100.0%0439
Betfair Exchange (Lay)100.0%0439
Betfair Exchange100.0%0439
Betfair Exchange (Australia) (Lay)100.0%0439

Pricing divergence · same market, decimal, top by spread

Marketbooksspread
Will There Be A Tie Yes None1.952–115.74113.788
Moneyline North-West Warriors None2.63–4.01.37
Will There Be A Tie No None1.01–1.5260.516
Moneyline Leinster Lightning None1.37–1.5990.229

Market-type coverage · counts = # markets

TypeBetfair Exchange (Australia)Betfair Exchange (Lay)Betfair ExchangeBetfair Exchange (Australia) (Lay)
Match result4444
Bangladesh v Australia · 20260619905157D6 · 439 polls

Source stability

SourceUptimeDropsPolls
Jugabet (Chile)100.0%0439
Parimatch (Brazil)100.0%0439
Jugabet (Argentina)100.0%0439
Parimatch (India)100.0%0439

Pricing divergence · same market, decimal, top by spread

Marketbooksspread
Total Runs Odd/Even Odd None1.758–1.7580.0
To Win The Toss Australia None1.833–1.8330.0
To Win The Toss Bangladesh None1.833–1.8330.0
Total Runs Odd/Even Even None2.0–2.00.0

Market-type coverage · counts = # markets

TypeJugabet (Chile)Parimatch (Brazil)Jugabet (Argentina)Parimatch (India)
Toss2222
Team/innings total2222
Sussex v Hampshire · 20260619391AF0D0 · 439 polls

Source stability

SourceUptimeDropsPolls
Betfair Exchange (Lay)100.0%0439
Betfair Exchange100.0%0439
Betfair Exchange (Australia)99.3%1439
Betfair Exchange (Australia) (Lay)99.3%1439

Pricing divergence · same market, decimal, top by spread

Marketbooksspread
Moneyline Hampshire None1.38–6.895.51
Moneyline Sussex None1.38–6.895.51

Market-type coverage · counts = # markets

TypeBetfair Exchange (Lay)Betfair ExchangeBetfair Exchange (Australia)Betfair Exchange (Australia) (Lay)
Match result2222
Lancashire v The Blaze · 202606172190730D · 436 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0436
koth-prod (v89) config100.0%0436
Betfair Exchange (Australia)100.0%0436
Sportingbet100.0%0436
Dafabet100.0%0436
Bodog100.0%0436
bwin100.0%0436
Sports Interaction100.0%0436

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Team Top Batsman Lancashire :: Hannah Jones None83.6783.6751.0–51.032.67
Team Top Batsman The Blaze :: Grace Ballinger None83.6783.6751.0–51.032.67
Team Top Batsman The Blaze :: Charley Phillips None85.3385.3356.0–56.029.33
Team Top Batsman The Blaze :: Cassidy McCarthy None85.3385.3356.0–56.029.33
Team Top Batsman The Blaze :: Lucy Higham None67.067.041.0–41.026.0
Team Top Batsman The Blaze :: Josie Groves None63.6763.6741.0–41.022.67
Team Top Batsman Lancashire :: Grace Potts None63.6763.6741.0–41.022.67
Will There Be A Tie Yes None··1.01–14.012.99
Team Top Batsman The Blaze :: Maria Andrews None43.6743.6731.0–31.012.67
Team Top Batsman Lancashire :: Tara Norris None32.6732.6726.0–26.06.67
Moneyline Lancashire None2.392.461.427–5.634.203
Team Top Batsman Lancashire :: Kate Cross None23.023.019.0–19.04.0
Most Fours 3-Way Draw None15.015.012.0–15.03.0
Moneyline The Blaze None1.5261.5291.361–3.372.009

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)Betfair Exchange (Australia)SportingbetDafabetBodogbwinSports Interaction
Top batsman2828·2830·2828
Over total — by over2424·2424·2424
Top bowler1919·1719·1717
Player — runs1111·1129·1111
Match result664211222
Fours/boundaries33·33·33
Toss22··22··
Wickets/dismissals···2··22
Team/innings total····2···
Essex v Hampshire · 202606171E3018C3 · 436 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0436
koth-prod (v89) config100.0%0436
Sportingbet100.0%0436
Dafabet100.0%0436
Bodog100.0%0436
bwin100.0%0436
Sports Interaction100.0%0436
Betfair Exchange100.0%0436

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Team Top Batsman Hampshire :: Hannah Hardwick None83.6783.6751.0–51.032.67
Team Top Batsman Hampshire :: Daisy Gibb None83.6783.6751.0–51.032.67
Team Top Batsman Essex :: Esmae MacGregor None83.6783.6751.0–51.032.67
Team Top Batsman Hampshire :: Poppy Tulloch None70.3370.3341.0–41.029.33
Team Top Batsman Hampshire :: Rebecca Tyson None87.087.061.0–61.026.0
Team Top Batsman Essex :: Eva Gray None58.6758.6736.0–36.022.67
Will There Be A Tie Yes None··1.01–14.012.99
Team Top Batsman Essex :: Amara Carr None39.039.029.0–29.010.0
Team Top Batsman Essex :: Sophie Munro None30.3330.3323.0–23.07.33
Team Top Batsman Hampshire :: Nancy Harman None26.3326.3321.0–21.05.33
Team Top Batsman Hampshire :: Naomi Dattani None23.8323.8319.5–19.54.33
Moneyline Essex None2.492.461.38–5.634.25
Team Top Batsman Hampshire :: Amanda-Jade Wellington None22.1722.1718.5–18.53.67
Moneyline Hampshire None1.5381.5381.361–4.793.429

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)SportingbetDafabetBodogbwinSports InteractionBetfair Exchange
Top batsman28282830·2828·
Over total — by over24242424·2424·
Top bowler16161416·1414·
Player — runs10101028·1010·
Match result662112224
Fours/boundaries3333·33·
Toss22·22···
Wickets/dismissals··2··22·
Team/innings total···2····
Durham v Yorkshire · 20260617D3226339 · 436 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0436
koth-prod (v89) config100.0%0436
Betfair Exchange (Australia)100.0%0436
Sportingbet100.0%0436
Dafabet100.0%0436
Bodog100.0%0436
bwin100.0%0436
Sports Interaction100.0%0436

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Team Top Batsman Yorkshire :: Claudie Cooper None83.6783.6751.0–51.032.67
Team Top Batsman Durham :: Lizzie Scott None83.6783.6751.0–51.032.67
Team Top Batsman Durham :: Trudy Johnson None83.6783.6751.0–51.032.67
Team Top Batsman Yorkshire :: Hannah Rainey None83.6783.6751.0–51.032.67
Team Top Batsman Durham :: Katie Levick None85.3385.3356.0–56.029.33
Team Top Batsman Yorkshire :: Jessica Woolston None85.3385.3356.0–56.029.33
Team Top Batsman Yorkshire :: Ria Fackrell None67.067.041.0–41.026.0
Team Top Batsman Yorkshire :: Grace Hall None67.067.041.0–41.026.0
Team Top Batsman Durham :: Abigail Glen None67.067.041.0–41.026.0
Team Top Batsman Durham :: Sophia Turner None67.067.041.0–41.026.0
Will There Be A Tie Yes None··1.01–14.012.99
Team Top Batsman Yorkshire :: Beth Langston None39.039.029.0–29.010.0
Team Top Batsman Durham :: Grace Thompson None30.3330.3323.0–23.07.33
Moneyline Yorkshire None1.9622.011.427–5.213.783

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)Betfair Exchange (Australia)SportingbetDafabetBodogbwinSports Interaction
Top batsman2929·3032·3030
Over total — by over2424·2424·2424
Top bowler2020·1820·1818
Player — runs99·925·99
Match result664211222
Fours/boundaries33·33·33
Toss22··22··
Wickets/dismissals···2··22
Team/innings total····2···
Somerset v Warwickshire · 20260617CCF3D49B · 434 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0434
koth-prod (v89) config100.0%0434
Betsafe100.0%0434
iBet100.0%0434
Sportzino100.0%0434
Sportingbet100.0%0434
Dafabet100.0%0434
Bodog100.0%0434

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Team Top Batsman Somerset :: Ellie Anderson None83.6783.6751.0–51.032.67
Team Top Batsman Somerset :: Mollie Robbins None83.6783.6751.0–51.032.67
Team Top Batsman Warwickshire :: Georgia Davis None83.6783.6751.0–51.032.67
Team Top Batsman Somerset :: Bea Willis None83.6783.6751.0–51.032.67
Team Top Batsman Somerset :: Lola Harris None85.3385.3356.0–56.029.33
Team Top Batsman Warwickshire :: Phoebe Brett None85.3385.3356.0–56.029.33
Team Top Batsman Warwickshire :: Millie Taylor None62.062.036.0–36.026.0
Team Top Batsman Somerset :: Erin Vukusic None62.062.036.0–36.026.0
Team Top Batsman Somerset :: Jasmine Westley None62.062.036.0–36.026.0
Team Top Batsman Warwickshire :: Hannah Baker None62.062.036.0–36.026.0
Team Top Batsman Somerset :: Olivia Barnes None62.062.036.0–36.026.0
Will There Be A Tie Yes None··1.01–14.012.99
Team Top Batsman Somerset :: Chloe Skelton None30.3330.3323.0–23.07.33
Team Top Batsman Warwickshire :: Abbey Freeborn None30.3330.3323.0–23.07.33

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)BetsafeiBetSportzinoSportingbetDafabetBodog
Top batsman3232···3234·
Over total — by over24242222424·
Player — runs1414886925·
Top bowler2121···1921·
Match result666622112
Partnership33333···
Fours/boundaries33···33·
Toss22····22
Wickets/dismissals·····2··
Team/innings total······2·
Leinster Lightning v Northern Knights · 20260616EBDD5EC9 · 433 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI55.9%10433
koth-prod (v89) config55.7%10433
Betfair Exchange61.0%1433
Betfair Exchange (Australia)60.7%1433
Betfair Exchange (Lay)56.8%1433
Sportzino56.8%7433
Betfair Exchange (Australia) (Lay)56.6%2433
Betway55.2%12433

Pricing divergence · same market, decimal, top by spread

Marketbooksspread
no market priced by ≥3 sources

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)Betfair ExchangeBetfair Exchange (Australia)Betfair Exchange (Lay)SportzinoBetfair Exchange (Australia) (Lay)Betway
Match result··22····
Australia v Bangladesh · 20260617A549B3F7 · 432 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0432
koth-prod (v89) config100.0%0432
Stake100.0%0432
BetRivers100.0%0432
TwinSpires100.0%0432
Sportingbet100.0%0432
Sportzino100.0%0432
Dafabet100.0%0432

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Team Top Batsman Australia :: Lucy Hamilton None44.567.6741.0–201.0160.0
Team Top Batsman Australia :: Megan Schutt None75.578.551.0–201.0150.0
Team Top Batsman Bangladesh :: Marufa Akter None65.563.541.0–151.0110.0
Team Top Batsman Australia :: Kim Garth None47.045.3334.0–101.067.0
Team Top Batsman Bangladesh :: Nahida Akter None50.563.541.0–101.060.0
Team Top Batsman Bangladesh :: Sultana Khatun None73.077.2551.0–101.050.0
Will There Be A Tie Yes None··13.0–51.038.0
Team Top Batsman Australia :: Sophie Molineux None36.542.2531.0–67.036.0
Man Of The Match Sultana Khatun None··26.0–61.035.0
Man Of The Match Nahida Akter None··26.0–61.035.0
Man Of The Match Fahima Khatun None··26.0–61.035.0
Man Of The Match Sanjida Akter Meghla None··26.0–60.034.0
Team Top Batsman Australia :: Alana King None41.045.3334.0–67.033.0
Man Of The Match Fariha Trisna None··26.0–56.030.0

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)StakeBetRiversTwinSpiresSportingbetSportzinoDafabet
Top batsman282826··271328
Match result6628313129212
Over total — by over2424···24224
Over total — phase181818··18·18
Top bowler161615··16616
Player — runs1111·448422
Fours/boundaries663··466
Wickets/dismissals33311263
Sixes — team/total33·33·3·
Partnership33·22·3·
Toss222···22
Team/innings total··2···32
Extras······3·
Player — fours······2·
West Indies v Scotland · 2026061828A85B47 · 432 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0432
koth-prod (v89) config100.0%0432
Stake100.0%0432
Betsafe100.0%0432
iBet100.0%0432
Sportzino100.0%0432
Sportingbet100.0%0432
Dafabet100.0%0432

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Top Batsman Shawnisha Hector None··75.0–501.0426.0
Top Batsman Olivia Bell None··100.0–501.0401.0
Top Batsman Maisie Maceira None··100.0–501.0401.0
Top Batsman Karishma Ramharack None··100.0–501.0401.0
Top Batsman Ashmini Munisar None··100.0–501.0401.0
Top Batsman Rachel Slater None··100.0–501.0401.0
Top Batsman Mandy Mangru None··60.0–251.0191.0
Team Top Batsman West Indies :: Ashmini Munisar None97.3378.851.0–201.0150.0
Team Top Batsman West Indies :: Karishma Ramharack None97.3387.056.0–201.0145.0
Team Top Batsman Scotland :: Olivia Bell None97.3388.2561.0–201.0140.0
Team Top Batsman Scotland :: Maisie Maceira None94.085.7561.0–151.090.0
Team Top Batsman Scotland :: Abtaha Maqsood None97.3388.2561.0–151.090.0
Team Top Batsman Scotland :: Rachel Slater None80.067.436.0–101.065.0
Team Top Batsman Scotland :: Gabriella Fontenla None80.074.038.0–101.063.0

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)StakeBetsafeiBetSportzinoSportingbetDafabet
Top batsman3333343030103133
Top bowler222222242461921
Over total — by over2424·2222424
Match result66326623211
Player — runs1515·888924
Fours/boundaries33·33333
Partnership33·333··
Sixes — team/total33·333··
Toss222222·2
Wickets/dismissals33···12·
Team/innings total··2····2
Texas Super Kings v Seattle Orcas · 2026061951B45AEC · 431 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0431
koth-prod (v89) config100.0%0431
Stake100.0%0431
LowVig100.0%0431
Jugabet (Chile)100.0%0431
Betsafe100.0%0431
iBet100.0%0431
Sportzino100.0%0431

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Will There Be A Tie Yes None··12.0–115.74103.74
Team Top Batsman Texas Super Kings :: Mohammad Mohsin None100.566.046.0–101.055.0
Team Top Batsman Texas Super Kings :: Nandre Burger None100.587.1451.0–101.050.0
Team Top Batsman Texas Super Kings :: Abhimanyu Lamba None100.582.051.0–101.050.0
Team Top Batsman Seattle Orcas :: Cameron Gannon None100.585.5751.0–101.050.0
Team Top Batsman Seattle Orcas :: Ali Sheikh None88.058.040.0–81.048.0
Team Top Batsman Texas Super Kings :: Amshi de Silva None77.077.031.0–31.046.0
Team Top Batsman Seattle Orcas :: Tanveer Sangha None100.591.3356.0–101.045.0
Team Top Batsman Seattle Orcas :: Ayan Desai None100.592.1761.0–101.040.0
Team Top Batsman Seattle Orcas :: Ottneil Baartman None100.592.1761.0–101.040.0
Team Top Batsman Texas Super Kings :: Adam Milne None100.592.1761.0–101.040.0
Team Top Batsman Seattle Orcas :: Lungi Ngidi None100.593.867.0–101.034.0
Team Top Batsman Seattle Orcas :: Jasdeep Singh None83.3383.3350.0–50.033.33
Highest Opening Partnership 3-Way Draw None34.3326.8820.0–45.025.0

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)StakeLowVigJugabet (Chile)BetsafeiBetSportzino
Top batsman404032··373715
Top bowler262620··23235
Player — runs3030···101012
Match result663123662
Over total — by over2424··2222
Partnership33···333
Toss222·2222
Sixes — team/total33··2··2
Fours/boundaries33··2··2
Player — wickets55······
Wickets/dismissals33······
Team/innings total··2·2···
India v Netherlands · 202606175FE3E0D9 · 430 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0430
koth-prod (v89) config100.0%0430
Stake100.0%0430
Betsafe100.0%0430
iBet100.0%0430
BetRivers100.0%0430
TwinSpires100.0%0430
Sportingbet100.0%0430

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Team Top Batsman Netherlands :: Isabel Van Der Woning None70.580.851.0–201.0150.0
Team Top Batsman Netherlands :: Lara Leemhuis None97.3387.056.0–201.0145.0
Team Top Batsman Netherlands :: Silver Siegers None··90.0–201.0111.0
Team Top Batsman Netherlands :: Hannah Landheer None70.568.841.0–151.0110.0
Team Top Batsman India :: Nandni Sharma None70.570.551.0–151.0100.0
Team Top Batsman Netherlands :: Myrthe van den Raad None80.075.2538.0–101.063.0
Team Top Batsman India :: Kranti Goud None··90.0–151.061.0
Team Top Batsman Netherlands :: Caroline de Lange None65.566.841.0–101.060.0
Team Top Batsman India :: Arundhati Reddy None34.554.431.0–81.050.0
Team Top Batsman Netherlands :: Heather Siegers None16.2113.874.5–51.046.5
Will There Be A Tie Yes None··13.0–51.038.0
Team Top Batsman India :: Radha Yadav None34.536.431.0–67.036.0
Man Of The Match Babette de Leede None··21.0–51.030.0
Man Of The Match Frederique Overdijk None··34.0–60.026.0

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)StakeBetsafeiBetBetRiversTwinSpiresSportingbet
Top batsman2727302929··25
Match result662666323227
Top bowler1717171818··15
Over total — by over2424·1212··24
Over total — phase181818····18
Player — runs1818·88449
Fours/boundaries66355··4
Sixes — team/total33·3333·
Partnership33·3322·
Wickets/dismissals333··112
Toss22222···
Team/innings total··2·····
South Africa v Pakistan · 20260617C686F6D1 · 430 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0430
koth-prod (v89) config100.0%0430
Stake100.0%0430
Betsafe100.0%0430
iBet100.0%0430
BetRivers100.0%0430
TwinSpires100.0%0430
Sportingbet100.0%0430

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Team Top Batsman South Africa :: Nonkululeko Mlaba None97.3387.056.0–201.0145.0
Team Top Batsman Pakistan :: Sadia Iqbal None70.580.851.0–151.0100.0
Team Top Batsman Pakistan :: Diana Baig None55.562.841.0–101.060.0
Team Top Batsman Pakistan :: Tasmia Rubab None70.568.841.0–101.060.0
Team Top Batsman Pakistan :: Tuba Hassan None44.058.241.0–101.060.0
Team Top Batsman South Africa :: Ayabonga Khaka None70.578.851.0–101.050.0
Team Top Batsman Pakistan :: Nashra Sundhu None65.577.851.0–101.050.0
Team Top Batsman South Africa :: Tumi Sekhukhune None55.555.551.0–101.050.0
Team Top Batsman South Africa :: Shabnim Ismail None70.563.241.0–90.049.0
Man Of The Match Eyman Fatima None··17.5–61.043.5
Team Top Batsman South Africa :: Karabo Meso None16.516.815.0–51.036.0
Man Of The Match Iram Javed None··26.0–61.035.0
Man Of The Match Sinalo Jafta None··26.0–61.035.0
Team Top Batsman Pakistan :: Rameen Shamim None27.8828.514.0–41.027.0

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)StakeBetsafeiBetBetRiversTwinSpiresSportingbet
Top batsman3131302828··28
Match result663066313130
Top bowler2020172222··14
Over total — by over2424·22··24
Player — runs1515·773310
Sixes — team/total33·3333·
Partnership33·3322·
Fours/boundaries33·33··3
Wickets/dismissals33···112
Toss22222···
Team/innings total··2·····
England v New Zealand · 2026061741E02E1B · 428 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0428
koth-prod (v89) config100.0%0428
Stake100.0%0428
Jugabet (Chile)100.0%0428
Betsafe100.0%0428
BetRivers100.0%0428
TwinSpires100.0%0428
BetNation100.0%0428

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Will There Be A Fifty No None·4.3512.5–31.026.65
Highest Opening Partnership 3-Way Draw None··25.0–40.015.0
1st Inning Player Runs Emilio Gay 99.58.723.831.05–9.07.95
1st Inning Player Runs Daryl Mitchell 99.57.483.581.071–9.07.929
1st Inning Player Runs Rachin Ravindra 99.57.483.581.071–9.07.929
Most Fours 3-Way Draw None·20.8916.0–23.237.23
1st Inning Player Runs Ben Duckett 99.57.033.471.083–8.06.917
Man Of The Match Zakary Foulkes None··15.0–21.06.0
1st Inning Player Runs Devon Conway 99.57.823.657.4–9.05.35
1st Inning Player Runs Tom Latham 99.58.053.77.6–9.05.3
1st Inning Player Runs Jacob Bethell 99.58.53.798.0–9.05.21
Man Of The Match Glenn Phillips None··15.0–20.05.0
Man Of The Match Tom Blundell None··16.0–21.05.0
Man Of The Match Kyle Jamieson None··11.0–16.05.0

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)StakeJugabet (Chile)BetsafeBetRiversTwinSpiresBetNation
Match result78·2433332
Over total — phase18261818····
Player — runs2828··9444
Over total — by over2424·42···
Top batsman222·23···
Top bowler····13···
Wickets/dismissals2522····
Toss22222···
Team/innings total·223····
Fours/boundaries·3·3····
Sixes — team/total·3·3····
Other···3····
Partnership····3···
India v Afghanistan · 202606179F3765C2 · 424 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0424
koth-prod (v89) config100.0%0424
Stake100.0%0424
betPARX100.0%0424
Jugabet (Chile)100.0%0424
Betsafe100.0%0424
BetRivers100.0%0424
TwinSpires100.0%0424

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Will There Be A Tie Yes None··13.0–210.47197.47
Team Top Batsman India :: Kuldeep Yadav None70.570.551.0–201.0150.0
Team Top Batsman India :: Prasidh Krishna None70.570.551.0–201.0150.0
Team Top Batsman Afghanistan :: Mohammad Saleem None75.575.561.0–201.0140.0
Team Top Batsman India :: Gurnoor Brar None70.570.561.0–201.0140.0
Team Top Batsman India :: Prince Yadav None70.570.561.0–201.0140.0
Team Top Batsman India :: Arshdeep Singh None78.578.567.0–201.0134.0
Team Top Batsman Afghanistan :: Bilal Sami None78.578.567.0–201.0134.0
Team Top Batsman Afghanistan :: Ziaur Rahman None134.2134.267.0–201.0134.0
Highest Opening Partnership 3-Way Draw None30.6729.2920.0–60.040.0
Team Top Batsman Afghanistan :: Nangeyalia Kharote None70.570.551.0–90.039.0
Man Of The Match Ikram Alikhil None··29.0–61.032.0
Man Of The Match Bilal Sami None··29.0–61.032.0
Team Top Batsman India :: Harsh Dubey None45.045.021.0–51.030.0

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)StakebetPARXJugabet (Chile)BetsafeBetRiversTwinSpires
Top batsman30302528·272828
Match result6427·363131
Top bowler161620··151616
Over total — phase182918·18···
Over total — by over2427··2010··
Player — runs636·6·1066
Sixes — team/total66337633
Wickets/dismissals696·6·11
Fours/boundaries673·75··
Player — sixes·28······
Player — wickets·18······
Partnership33·2·322
Toss222·22··
Player — fours·10······
Team/innings total·32·3···
Extras····1···
Bangladesh v Australia · 20260617721DCF45 · 422 polls

Source stability

SourceUptimeDropsPolls
OpticOdds AI OO AI100.0%0422
koth-prod (v89) config100.0%0422
Stake100.0%0422
betPARX100.0%0422
Jugabet (Chile)100.0%0422
BetRivers100.0%0422
TwinSpires100.0%0422
BetNation100.0%0422

Pricing divergence · same market, decimal, top by spread

MarketOpticOdds AIkoth-prod (v89)booksspread
Top Batsman Matthew Kuhnemann None··100.0–501.0401.0
Top Batsman Adam Zampa None··100.0–501.0401.0
Top Batsman Spencer Johnson None··100.0–501.0401.0
Top Batsman Riley Meredith None··100.0–501.0401.0
Top Batsman Nahid Rana None··100.0–501.0401.0
Top Batsman Mustafizur Rahman None··100.0–501.0401.0
Top Batsman Taskin Ahmed None··100.0–401.0301.0
Top Batsman Nasum Ahmed None··100.0–401.0301.0
Team Top Batsman Bangladesh :: Mustafizur Rahman None84.33·51.0–251.0200.0
Team Top Batsman Australia :: Spencer Johnson None84.33·51.0–251.0200.0
Team Top Batsman Australia :: Matthew Kuhnemann None84.33·51.0–251.0200.0
Team Top Batsman Australia :: Adam Zampa None94.3391.051.0–251.0200.0
Team Top Batsman Australia :: Riley Meredith None89.67·67.0–251.0184.0
Team Top Batsman Bangladesh :: Nahid Rana None89.67·67.0–251.0184.0

Market-type coverage · counts = # markets

TypeOpticOdds AIkoth-prod (v89)StakebetPARXJugabet (Chile)BetRiversTwinSpiresBetNation
Top batsman36293134·343436
Match result6631·436368
Top bowler191918··212121
Over total — phase181818·20···
Player — runs1616·6·101010
Over total — by over2424··14···
Fours/boundaries66337333
Sixes — team/total66337333
Wickets/dismissals996·611·
Partnership33·2·222
Extras334·1···
Team/innings total224·3···
Toss222·2···
Leicestershire v Yorkshire · 2026061966C23859 · 246 polls

Source stability

SourceUptimeDropsPolls
Betfair Exchange (Lay)100.0%0246
Betfair Exchange100.0%0246
Betfair Exchange (Australia)98.8%2246
Betfair Exchange (Australia) (Lay)98.8%2246

Pricing divergence · same market, decimal, top by spread

Marketbooksspread
Moneyline Yorkshire None1.361–6.895.529
Moneyline Leicestershire None1.38–5.634.25

Market-type coverage · counts = # markets

TypeBetfair Exchange (Lay)Betfair ExchangeBetfair Exchange (Australia)Betfair Exchange (Australia) (Lay)
Match result2222
Derbyshire v Lancashire · 2026061968D4B6A2 · 216 polls

Source stability

SourceUptimeDropsPolls
Betfair Exchange (Lay)100.0%0216
Betfair Exchange100.0%0216
Betfair Exchange (Australia)99.1%1216
Betfair Exchange (Australia) (Lay)99.1%1216

Pricing divergence · same market, decimal, top by spread

Marketbooksspread
Moneyline Derbyshire None1.171–6.895.719
Moneyline Lancashire None1.38–6.895.51

Market-type coverage · counts = # markets

TypeBetfair Exchange (Lay)Betfair ExchangeBetfair Exchange (Australia)Betfair Exchange (Australia) (Lay)
Match result2222