OpticOdds — source stability & pricing report

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

60.1hcaptured25fixtures 72sources214601control pings 0.0 mininternet down

🚩 Key findings

✓ Internet control stayed up the whole capture (0 windows excluded).

🚩 OpticOdds AI overall — uptime 83.6%, dropped its markets 203×.

🚩 koth-prod (v89) overall — uptime 84.3%, dropped its markets 179×.

🚩 Least stable book: Kalshi dropped markets 13044× (uptime 37.6%). 70 book(s) flapped.

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

━ OpticOdds AI ━ koth-prod (v89)

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

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 · 24 types

Market type	fixtures
Highest Opening Partnership 3-Way	10
Moneyline	9
Player Runs	9
1st Inning Team Total Runs Before Dismissal	9
1st 5 Overs Team Total	9
1st 10 Overs Team Total	9
1st 15 Overs Team Total	9
Total Runs Odd/Even	9
Will There Be A Tie	4
1st Inning Team Total	2
79th Over Team Total	1
80th Over Team Total	1
1st Inning Player Runs	1
78th Over Team Total	1
1st 80 Overs Team Total	1
Team Top Batsman	1
17th Over Team Total	1
Team Top Bowler	1
2nd Over Team Total	1
Total Sixes Odd/Even	1
Total Fours Odd/Even	1
Total Runs	1
Moneyline 3-Way	1
Team With Top Batsman	1

In koth-prod, NOT in OO AI · 1 types

Market type	fixtures
1st Inning Team Total	1

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

England v New Zealand · 2026061741E02E1B · 16229 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	99.3%	18	16229
koth-prod (v89) config	99.7%	8	16229
Kalshi	30.0%	4334	16229
Sports Interaction	29.7%	4280	16229
bwin	29.7%	4280	16229
Sportingbet	29.7%	4280	16229
Parimatch (India)	29.6%	4260	16229
Jugabet (Argentina)	29.6%	4262	16229

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Highest Opening Partnership 3-Way Draw None	·	·	20.0–45.0	25.0
Highest Opening Partnership 3-Way New Zealand None	·	·	2.25–2.8	0.55
78th Over Team Total New Zealand 2.5	·	·	1.699–1.909	0.21
1st 80 Overs Team Total New Zealand 299.5	·	·	1.709–1.901	0.192
Moneyline New Zealand None	2.06	2.0	1.909–2.1	0.191
Moneyline England None	1.787	1.725	1.649–1.8	0.151
1st Inning Team Total New Zealand 342.5	·	1.741	1.752–1.84	0.099
Highest Opening Partnership 3-Way England None	·	·	1.5–1.556	0.056
79th Over Team Total New Zealand 2.5	·	·	1.87–1.909	0.039
1st Inning Player Runs Glenn Phillips 74.5	·	·	1.847–1.847	0.0
80th Over Team Total New Zealand 2.5	·	·	1.952–1.952	0.0
1st Inning Player Runs Kyle Jamieson 18.5	·	·	1.847–1.847	0.0
Player Runs Glenn Phillips 73.5	·	·	1.847–1.847	0.0
Team Top Batsman New Zealand :: Tom Blundell None	·	·	11.5–11.5	0.0

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Kalshi	Sports Interaction	bwin	Sportingbet	Parimatch (India)	Jugabet (Argentina)
Match result	2	2	2	2	2	2	2	2
Over total — by over	·	·	·	3	3	3	1	1
Player — runs	·	·	·	2	2	2	·	·
Team/innings total	·	1	·	·	·	·	1	1
Over total — phase	·	·	·	·	·	·	1	1

India v Afghanistan · 202606179F3765C2 · 9023 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	88.2%	30	9023
koth-prod (v89) config	91.9%	11	9023
Betfair Exchange	33.8%	2552	9023
Kalshi	33.8%	2553	9023
Betfair Exchange (Australia)	33.8%	2553	9023
Parimatch (Brazil)	32.4%	2420	9023
Parimatch (India)	32.4%	2424	9023
Jugabet (Argentina)	32.3%	2410	9023

Pricing divergence · same market, decimal, top by spread

Market	books	spread
Moneyline Afghanistan None	93.07–950.05	856.98

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange	Kalshi	Betfair Exchange (Australia)	Parimatch (Brazil)	Parimatch (India)	Jugabet (Argentina)
Match result	·	·	2	1	2	·	·	·

Texas Super Kings v Seattle Orcas · 2026061951B45AEC · 4475 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	92.6%	3	4475
koth-prod (v89) config	92.6%	3	4475
Kalshi	39.3%	1243	4475
Betfair Exchange (Australia)	39.3%	1243	4475
Betfair Exchange	39.3%	1243	4475
Betfair Exchange (Lay)	38.7%	1215	4475
Betfair Exchange (Australia) (Lay)	38.6%	1211	4475
Betway	38.3%	1195	4475

Pricing divergence · same market, decimal, top by spread

Market	books	spread
no market priced by ≥3 sources

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Kalshi	Betfair Exchange (Australia)	Betfair Exchange	Betfair Exchange (Lay)	Betfair Exchange (Australia) (Lay)	Betway
Match result	·	·	1	1	2	·	·	·

West Indies v Scotland · 2026061828A85B47 · 4442 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	91.3%	14	4442
koth-prod (v89) config	91.3%	16	4442
Kalshi	36.7%	1124	4442
BC.GAME	35.5%	1070	4442
Betplay	35.5%	1070	4442
Rivalry	35.5%	1070	4442
Betway	34.8%	1040	4442
Bodog	34.6%	1033	4442

Pricing divergence · same market, decimal, top by spread

Market	books	spread
Moneyline Scotland None	8.0–93.07	85.07
Moneyline West Indies None	1.071–1.071	0.0
17th Over Team Total Scotland 7.5	1.87–1.87	0.0

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Kalshi	BC.GAME	Betplay	Rivalry	Betway	Bodog
Team/innings total	·	·	6	·	·	·	·	·
Match result	·	·	1	·	·	·	·	2
Over total — by over	·	·	·	·	·	·	·	1

India v Netherlands · 202606175FE3E0D9 · 4341 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	91.0%	19	4341
koth-prod (v89) config	90.9%	20	4341
Kalshi	34.3%	982	4341
DraftKings	33.0%	927	4341
Sportzino	32.8%	919	4341
Unibet (Denmark)	32.3%	896	4341
Betway	32.3%	903	4341
bwin	32.0%	890	4341

Pricing divergence · same market, decimal, top by spread

Market	books	spread
no market priced by ≥3 sources

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Kalshi	DraftKings	Sportzino	Unibet (Denmark)	Betway	bwin
Team/innings total	·	·	6	·	·	·	·	·
Match result	·	·	1	·	·	·	·	·

South Africa v Pakistan · 20260617C686F6D1 · 4111 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	87.1%	18	4111
koth-prod (v89) config	87.1%	17	4111
Kalshi	35.5%	965	4111
Unibet (Denmark)	34.3%	916	4111
Unibet	34.2%	915	4111
Bodog	32.9%	860	4111
Bovada	32.9%	860	4111
Ozoon	32.9%	860	4111

Pricing divergence · same market, decimal, top by spread

Market	books	spread
no market priced by ≥3 sources

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Kalshi	Unibet (Denmark)	Unibet	Bodog	Bovada	Ozoon
Team/innings total	·	·	6	·	·	·	·	·
Match result	·	·	1	·	·	·	·	·

Bangladesh v Australia · 20260617721DCF45 · 4074 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	85.4%	17	4074
koth-prod (v89) config	85.3%	18	4074
Kalshi	39.3%	1103	4074
Betfair Exchange (Australia)	39.3%	1103	4074
Betfair Exchange	39.3%	1103	4074
Betfair Exchange (Australia) (Lay)	38.6%	1072	4074
Betfair Exchange (Lay)	38.6%	1073	4074
Betway	36.7%	995	4074

Pricing divergence · same market, decimal, top by spread

Market	books	spread
Moneyline Bangladesh None	93.07–950.05	856.98

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Kalshi	Betfair Exchange (Australia)	Betfair Exchange	Betfair Exchange (Australia) (Lay)	Betfair Exchange (Lay)	Betway
Match result	·	·	1	4	2	·	·	·

Australia v Bangladesh · 20260617A549B3F7 · 3514 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	78.5%	10	3514
koth-prod (v89) config	78.4%	11	3514
Kalshi	35.0%	723	3514
DraftKings	32.8%	641	3514
bwin	32.4%	629	3514
Sports Interaction	32.4%	629	3514
Sportingbet	32.4%	629	3514
Betway	32.3%	624	3514

Pricing divergence · same market, decimal, top by spread

Market	books	spread
no market priced by ≥3 sources

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Kalshi	DraftKings	bwin	Sports Interaction	Sportingbet	Betway
Team/innings total	·	·	6	·	·	·	·	·
Match result	·	·	1	·	·	·	·	·

Durham v Yorkshire · 20260617D3226339 · 2005 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	46.8%	10	2005
koth-prod (v89) config	46.8%	9	2005
Betfair Exchange (Australia)	48.6%	1	2005
Betfair Exchange	48.6%	1	2005
bwin	47.0%	9	2005
Sports Interaction	47.0%	9	2005
Sportingbet	47.0%	9	2005
Betway	46.8%	8	2005

Pricing divergence · same market, decimal, top by spread

Market	books	spread
Moneyline Durham None	1.69–1.69	0.0
Moneyline Yorkshire None	2.1–2.1	0.0

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Australia)	Betfair Exchange	bwin	Sports Interaction	Sportingbet	Betway

Essex v Hampshire · 202606171E3018C3 · 1703 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	55.9%	9	1703
koth-prod (v89) config	55.8%	9	1703
Betfair Exchange (Australia)	57.0%	2	1703
Betfair Exchange	57.0%	2	1703
bwin	56.1%	7	1703
Sports Interaction	56.1%	7	1703
Sportingbet	56.1%	7	1703
Betway	56.1%	9	1703

Pricing divergence · same market, decimal, top by spread

Market	books	spread
Moneyline Essex None	2.45–2.45	0.0
Moneyline Hampshire None	1.526–1.526	0.0

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Australia)	Betfair Exchange	bwin	Sports Interaction	Sportingbet	Betway

Northern Knights v North-West Warriors · 2026061744595173 · 1647 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	45.1%	14	1647
koth-prod (v89) config	45.1%	14	1647
Betfair Exchange (Australia)	46.1%	1	1647
Betfair Exchange	46.1%	2	1647
Betfair Exchange (Australia) (Lay)	45.5%	1	1647
Betfair Exchange (Lay)	45.5%	1	1647
Betway	45.1%	15	1647
Sportzino	43.0%	17	1647

Pricing divergence · same market, decimal, top by spread

Market	books	spread
no market priced by ≥3 sources

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Australia)	Betfair Exchange	Betfair Exchange (Australia) (Lay)	Betfair Exchange (Lay)	Betway	Sportzino
Match result	·	·	·	1	·	·	·	·

Lancashire v The Blaze · 202606172190730D · 1642 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	63.0%	14	1642
koth-prod (v89) config	63.0%	14	1642
Betfair Exchange (Australia)	64.1%	1	1642
Betfair Exchange (Lay)	64.1%	1	1642
Betfair Exchange	64.1%	1	1642
Betfair Exchange (Australia) (Lay)	63.9%	3	1642
bwin	63.2%	10	1642
Sports Interaction	63.2%	10	1642

Pricing divergence · same market, decimal, top by spread

Market	books	spread
Moneyline The Blaze None	9.0–9.0	0.0
Moneyline Lancashire None	1.056–1.056	0.0

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Australia)	Betfair Exchange (Lay)	Betfair Exchange	Betfair Exchange (Australia) (Lay)	bwin	Sports Interaction

Somerset v Warwickshire · 20260617CCF3D49B · 1635 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	49.4%	13	1635
koth-prod (v89) config	49.4%	12	1635
Betfair Exchange (Australia)	51.4%	1	1635
Betfair Exchange	51.3%	1	1635
Betfair Exchange (Australia) (Lay)	49.5%	1	1635
Betfair Exchange (Lay)	49.3%	1	1635
bwin	49.1%	17	1635
Sports Interaction	49.1%	17	1635

Pricing divergence · same market, decimal, top by spread

Market	books	spread
Moneyline Warwickshire None	1.645–1.645	0.0
Moneyline Somerset None	2.2–2.2	0.0

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Australia)	Betfair Exchange	Betfair Exchange (Australia) (Lay)	Betfair Exchange (Lay)	bwin	Sports Interaction

Leinster Lightning v North-West Warriors · 20260617FB4E1F53 · 1395 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	22.5%	10	1395
koth-prod (v89) config	22.8%	12	1395
Betfair Exchange (Australia)	53.9%	1	1395
Betfair Exchange	53.9%	1	1395
Betfair Exchange (Australia) (Lay)	53.3%	1	1395
Betfair Exchange (Lay)	53.3%	1	1395
Sportzino	22.4%	15	1395
Sports Interaction	21.8%	18	1395

Pricing divergence · same market, decimal, top by spread

Market	books	spread
no market priced by ≥3 sources

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Australia)	Betfair Exchange	Betfair Exchange (Australia) (Lay)	Betfair Exchange (Lay)	Sportzino	Sports Interaction
Match result	·	·	2	1	·	·	·	·

England v Ireland · 20260616D4703719 · 1167 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	54.1%	4	1167
koth-prod (v89) config	57.9%	5	1167
Kalshi	79.2%	14	1167
Unibet	76.9%	2	1167
Unibet (Denmark)	76.8%	2	1167
Bodog	66.1%	4	1167
Bovada	66.1%	4	1167
Ozoon	66.1%	4	1167

Pricing divergence · same market, decimal, top by spread

Market	books	spread
no market priced by ≥3 sources

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Kalshi	Unibet	Unibet (Denmark)	Bodog	Bovada	Ozoon
Team/innings total	·	·	6	·	·	·	·	·
Match result	·	·	1	·	·	·	·	·

Bangladesh v Australia · 20260619905157D6 · 511 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	75.7%	0	511
koth-prod (v89) config	75.7%	0	511
Jugabet (Chile)	99.0%	3	511
Parimatch (Brazil)	99.0%	3	511
Jugabet (Argentina)	99.0%	3	511
Parimatch (India)	99.0%	3	511
Unibet	74.8%	3	511
ATG	74.8%	3	511

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Will There Be A Tie Yes None	·	·	12.0–115.74	103.74
Team Top Batsman Australia :: Spencer Johnson None	116.0	·	81.0–151.0	70.0
Team Top Batsman Australia :: Adam Zampa None	96.5	96.5	67.0–126.0	59.0
Highest Opening Partnership 3-Way Draw None	24.4	24.4	23.0–75.0	52.0
Team Top Batsman Australia :: Nathan Ellis None	53.5	53.5	51.0–101.0	50.0
Team Top Batsman Bangladesh :: Nasum Ahmed None	·	·	51.0–101.0	50.0
Moneyline 3-Way Draw None	·	·	47.55–84.16	36.61
Team Top Batsman Bangladesh :: Nahid Rana None	·	·	67.0–101.0	34.0
Team Top Batsman Bangladesh :: Mustafizur Rahman None	84.0	84.0	67.0–101.0	34.0
Team Top Batsman Bangladesh :: Abdul Saqlain None	16.0	16.0	11.0–21.0	10.0
Team Top Batsman Australia :: Aaron Hardie None	13.0	13.0	9.5–19.0	9.5
Team Top Batsman Australia :: Joel Davies None	24.5	24.5	23.0–31.0	8.0
Team Top Batsman Bangladesh :: Rishad Hossain None	20.5	20.5	18.0–23.0	5.0
1st Inning Player Runs Mitchell Marsh 49.5	3.4	3.4	1.272–3.45	2.178

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Jugabet (Chile)	Parimatch (Brazil)	Jugabet (Argentina)	Parimatch (India)	Unibet	ATG
Over total — phase	10	10	6	6	6	6	·	·
Top batsman	20	19	·	·	·	·	·	·
Team/innings total	3	3	7	7	7	7	·	·
Over total — by over	4	4	3	3	3	3	·	·
Match result	2	2	2	2	2	2	2	2
Sixes — team/total	1	1	3	3	3	3	·	·
Player — runs	6	6	·	·	·	·	·	·
Partnership	3	3	·	·	·	·	2	2
Fours/boundaries	1	1	2	2	2	2	·	·
Wickets/dismissals	1	1	·	·	·	·	·	·

Essex v Nottinghamshire · 20260619A6AA175A · 359 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	65.5%	0	359
koth-prod (v89) config	65.5%	0	359
Betfair Exchange (Lay)	100.0%	0	359
Betfair Exchange	100.0%	0	359
Betfair Exchange (Australia) (Lay)	99.4%	1	359
Betfair Exchange (Australia)	99.4%	1	359
Stake	65.5%	0	359
BC.GAME	65.5%	0	359

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
1st Inning Player Runs Tom Westley 99.5	7.6	1.062	1.062–8.5	7.438
1st Inning Player Runs Charlie Allison 99.5	7.6	1.062	1.062–8.5	7.438
1st Inning Player Runs Paul Ian Walter 99.5	1.067	1.062	7.6–8.25	7.188
1st Inning Player Runs Freddie McCann 99.5	1.067	1.062	1.062–8.25	7.188
1st Inning Player Runs Matt Critchley 99.5	7.4	1.071	1.071–8.0	6.929
1st Inning Player Runs Dean Elgar 99.5	7.2	1.071	1.071–7.75	6.679
1st Inning Player Runs Jack Haynes 99.5	7.2	1.071	1.071–7.75	6.679
1st Inning Player Runs Ben Slater 99.5	6.6	1.083	6.6–7.0	5.917
1st Inning Player Runs Haseeb Hameed 99.5	1.1	1.1	1.1–6.2	5.1
1st Inning Player Runs Joe Clarke 99.5	5.6	1.125	1.125–5.6	4.475
1st 5 Overs Team Total Nottinghamshire 9.5	3.9	3.9	1.21–4.0	2.79
1st 5 Overs Team Total Essex 9.5	·	·	1.222–3.9	2.678
1st Inning Player Runs Tom Westley 49.5	3.65	1.25	1.25–3.65	2.4
1st Inning Player Runs Charlie Allison 49.5	3.65	1.25	1.25–3.65	2.4

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Lay)	Betfair Exchange	Betfair Exchange (Australia) (Lay)	Betfair Exchange (Australia)	Stake	BC.GAME
Player — runs	31	31	·	·	·	·	·	·
Over total — by over	24	24	·	·	·	·	·	·
Match result	6	4	2	2	2	2	·	2
Over total — phase	9	3	·	·	·	·	·	·
Top batsman	2	2	·	·	·	·	2	·
Toss	2	2	·	·	·	·	·	·
Team/innings total	·	·	·	·	·	·	2	·

Leicestershire v Yorkshire · 2026061966C23859 · 358 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	65.4%	0	358
koth-prod (v89) config	65.4%	0	358
Betfair Exchange (Lay)	100.0%	0	358
Betfair Exchange	100.0%	0	358
Betfair Exchange (Australia) (Lay)	99.4%	1	358
Betfair Exchange (Australia)	99.4%	1	358
Stake	65.4%	0	358
BC.GAME	65.4%	0	358

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Team Top Batsman Leicestershire :: Yadvinder Singh None	65.5	·	51.0–80.0	29.0
Team Top Batsman Leicestershire :: Josh Hull None	65.5	·	51.0–80.0	29.0
Highest Opening Partnership 3-Way Draw None	·	·	25.0–40.0	15.0
1st Inning Player Runs Sheridon Gumbs 99.5	1.027	1.02	1.02–13.5	12.48
Team Top Batsman Yorkshire :: Logan van Beek None	55.5	·	51.0–60.0	9.0
Team Top Batsman Yorkshire :: Ben Coad None	55.5	·	51.0–60.0	9.0
1st Inning Player Runs William Luxton 99.5	1.05	1.05	8.4–9.5	8.45
1st Inning Player Runs Rehan Ahmed 99.5	8.33	1.062	1.062–9.0	7.938
1st Inning Player Runs Lewis Hill 99.5	1.061	1.062	1.062–8.75	7.689
1st Inning Player Runs Rishi Patel 99.5	8.03	1.062	1.062–8.5	7.438
1st Inning Player Runs James Wharton 99.5	1.09	1.091	1.091–6.6	5.51
1st Inning Player Runs Sam Whiteman 99.5	1.1	1.1	1.1–6.5	5.4
1st Inning Player Runs Matthew Revis 99.5	1.1	1.1	6.2–6.5	5.4
Team Top Batsman Yorkshire :: George Hill None	23.5	·	21.0–26.0	5.0

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Lay)	Betfair Exchange	Betfair Exchange (Australia) (Lay)	Betfair Exchange (Australia)	Stake	BC.GAME
Player — runs	28	27	·	·	·	·	·	·
Over total — by over	24	24	·	·	·	·	·	·
Top batsman	22	2	·	·	·	·	2	·
Match result	5	4	2	2	2	2	·	2
Over total — phase	9	3	·	·	·	·	·	·
Top bowler	8	·	·	·	·	·	·	·
Toss	2	2	·	·	·	·	·	·
Team/innings total	·	·	·	·	·	·	2	·

Derbyshire v Lancashire · 2026061968D4B6A2 · 358 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	65.4%	0	358
koth-prod (v89) config	65.4%	0	358
Betfair Exchange (Lay)	100.0%	0	358
Betfair Exchange	100.0%	0	358
Betfair Exchange (Australia) (Lay)	99.4%	1	358
Betfair Exchange (Australia)	99.4%	1	358
Stake	65.4%	0	358
Unibet	65.4%	0	358

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Team Top Batsman Lancashire :: Mitchell Stanley None	70.5	·	51.0–90.0	39.0
Highest Opening Partnership 3-Way Draw None	·	·	25.0–40.0	15.0
1st Inning Player Runs Matthew Montgomery 99.5	1.04	1.04	1.04–10.5	9.46
1st Inning Player Runs Harry Singh 99.5	9.0	1.04	1.04–10.5	9.46
1st Inning Player Runs Harry Came 99.5	1.057	1.05	1.05–9.0	7.95
1st Inning Player Runs Luis Reece 99.5	1.07	1.071	7.4–8.0	6.93
1st Inning Player Runs Wayne Madsen 99.5	1.081	1.083	7.0–7.5	6.419
1st Inning Player Runs Caleb Paul Jewell 99.5	7.0	1.083	1.083–7.5	6.417
1st Inning Player Runs Ben McDermott 99.5	7.4	1.071	1.071–7.4	6.329
1st Inning Player Runs Josh Bohannon 99.5	1.1	1.1	1.1–6.5	5.4
Team Top Batsman Lancashire :: Tom Hartley None	23.5	·	21.0–26.0	5.0
Moneyline Derbyshire None	2.26	2.23	1.38–6.26	4.88
1st Inning Player Runs Marcus Harris 99.5	1.122	1.125	5.5–5.75	4.628
1st Inning Player Runs Keaton Jennings 99.5	5.6	1.125	1.125–5.75	4.625

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Lay)	Betfair Exchange	Betfair Exchange (Australia) (Lay)	Betfair Exchange (Australia)	Stake	Unibet
Player — runs	35	35	·	·	·	·	·	·
Over total — by over	24	24	·	·	·	·	·	·
Top batsman	24	2	·	·	·	·	2	·
Match result	5	4	2	2	2	2	·	·
Over total — phase	9	3	·	·	·	·	·	·
Top bowler	7	·	·	·	·	·	·	·
Toss	2	2	·	·	·	·	·	2
Team/innings total	·	·	·	·	·	·	2	·

Sussex v Hampshire · 20260619391AF0D0 · 358 polls

Source stability

Source	Uptime	Drops	Polls
OpticOdds AI OO AI	65.4%	0	358
koth-prod (v89) config	65.4%	0	358
Betfair Exchange (Lay)	100.0%	0	358
Betfair Exchange	100.0%	0	358
Betfair Exchange (Australia) (Lay)	99.4%	1	358
Betfair Exchange (Australia)	99.4%	1	358
Stake	65.4%	0	358
BC.GAME	65.4%	0	358

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Team Top Batsman Sussex :: Henry Crocombe None	70.5	·	51.0–90.0	39.0
Team Top Batsman Hampshire :: Scott Currie None	70.5	·	51.0–90.0	39.0
Team Top Batsman Sussex :: Jaydev Unadkat None	70.5	·	51.0–90.0	39.0
Team Top Batsman Hampshire :: Kyle Abbott None	70.5	·	51.0–90.0	39.0
Team Top Batsman Hampshire :: Brad Wheal None	70.5	·	51.0–90.0	39.0
Highest Opening Partnership 3-Way Draw None	·	·	25.0–40.0	15.0
1st Inning Player Runs Ali Orr 99.5	8.98	1.05	1.05–8.6	7.93
1st Inning Player Runs Tom Alsop 99.5	7.9	1.062	1.062–8.5	7.438
Team Top Batsman Sussex :: Fynn Hudson-Prentice None	34.5	·	31.0–38.0	7.0
1st Inning Player Runs Jack Leaning 99.5	1.07	1.071	1.071–8.0	6.93
1st Inning Player Runs Nick Gubbins 99.5	7.82	1.071	1.071–7.6	6.749
1st Inning Player Runs Tom Haines 99.5	6.52	1.091	1.091–6.75	5.659
1st Inning Player Runs Daniel Hughes 99.5	6.02	1.111	1.111–6.25	5.139
Team Top Batsman Hampshire :: James Fuller None	28.5	·	26.0–31.0	5.0

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Betfair Exchange (Lay)	Betfair Exchange	Betfair Exchange (Australia) (Lay)	Betfair Exchange (Australia)	Stake	BC.GAME
Player — runs	26	24	·	·	·	·	·	·
Over total — by over	24	24	·	·	·	·	·	·
Top batsman	24	2	·	·	·	·	2	·
Match result	5	4	2	2	2	2	·	2
Over total — phase	9	3	·	·	·	·	·	·
Top bowler	5	·	·	·	·	·	·	·
Toss	2	2	·	·	·	·	·	·
Team/innings total	·	·	·	·	·	·	2	·

Kent v Middlesex · 20260619D5C5F8E7 · 235 polls

Source stability

Source	Uptime	Polls
OpticOdds AI OO AI	100.0%	235
koth-prod (v89) config	100.0%	235
Stake	100.0%	235
Unibet	100.0%	235
Parimatch (Brazil)	100.0%	235
Jugabet (Argentina)	100.0%	235
Parimatch (India)	100.0%	235
LowVig	100.0%	235

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Team Top Batsman Middlesex :: Noah Cornwell None	70.5	·	51.0–90.0	39.0
Team Top Batsman Kent :: Ekansh Singh None	17.5	·	9.0–26.0	17.0
Highest Opening Partnership 3-Way Draw None	·	·	25.0–40.0	15.0
Team Top Batsman Kent :: Matt Quinn None	58.0	·	51.0–65.0	14.0
Team Top Batsman Middlesex :: Toby Roland-Jones None	58.0	·	51.0–65.0	14.0
1st Inning Player Runs Caleb Falconer 99.5	10.1	1.033	9.4–11.5	10.467
1st Inning Player Runs Harry Finch 99.5	8.85	1.05	1.05–9.75	8.7
1st Inning Player Runs Ekansh Singh 99.5	9.07	1.05	1.05–8.6	8.02
1st Inning Player Runs Daniel Bell-Drummond 99.5	8.03	1.062	7.8–8.5	7.438
1st Inning Player Runs Max Holden 99.5	7.68	1.071	1.071–8.25	7.179
1st Inning Player Runs Ben Dawkins 99.5	7.6	1.071	7.4–8.0	6.929
1st Inning Player Runs Sam Robson 99.5	1.081	1.083	1.083–7.5	6.419
1st Inning Player Runs Sam Northeast 99.5	1.117	1.111	1.111–6.0	4.889
1st Inning Player Runs Leus du Plooy 99.5	1.16	1.16	4.8–4.8	3.64

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Stake	Unibet	Parimatch (Brazil)	Jugabet (Argentina)	Parimatch (India)	LowVig
Player — runs	30	30	·	·	·	·	·	·
Over total — by over	24	24	·	·	2	2	2	·
Over total — phase	9	3	·	·	8	8	8	·
Top batsman	24	2	2	·	·	·	·	·
Match result	6	4	·	·	2	2	2	2
Toss	2	2	·	2	2	2	2	·
Top bowler	8	·	·	·	·	·	·	·
Team/innings total	·	·	2	·	2	2	2	·

Glamorgan v Surrey · 20260619C7CB2FC9 · 234 polls

Source stability

Source	Uptime	Polls
OpticOdds AI OO AI	100.0%	234
koth-prod (v89) config	100.0%	234
Stake	100.0%	234
BC.GAME	100.0%	234
Unibet	100.0%	234
Parimatch (Brazil)	100.0%	234
Jugabet (Argentina)	100.0%	234
Betplay	100.0%	234

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Team Top Batsman Surrey :: Daniel Worrall None	70.5	·	51.0–90.0	39.0
Team Top Batsman Surrey :: Ryan Patel None	65.5	·	51.0–80.0	29.0
Highest Opening Partnership 3-Way Draw None	·	·	25.0–45.0	20.0
1st Inning Player Runs Zain-ul-Hassan 99.5	1.031	1.033	1.033–9.6	8.569
Team Top Batsman Glamorgan :: Ned Leonard None	34.5	·	31.0–38.0	7.0
Team Top Batsman Glamorgan :: Timm van der Gugten None	34.5	·	31.0–38.0	7.0
Team Top Batsman Glamorgan :: Daniel Douthwaite None	34.5	·	31.0–38.0	7.0
1st Inning Player Runs Colin Ingram 99.5	1.081	1.083	6.8–7.25	6.169
1st Inning Player Runs Will Jacks 99.5	6.95	1.083	1.083–7.25	6.167
1st Inning Player Runs Kiran Carlson 99.5	6.73	1.091	1.091–6.6	5.639
1st Inning Player Runs Rory Burns 99.5	6.08	1.1	1.1–6.25	5.15
Team Top Batsman Surrey :: Jordan Clark None	28.5	·	26.0–31.0	5.0
Moneyline Surrey None	1.444	1.467	1.362–5.63	4.268
1st Inning Player Runs Dan Lawrence 99.5	1.158	1.154	1.154–5.0	3.846

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Stake	BC.GAME	Unibet	Parimatch (Brazil)	Jugabet (Argentina)	Betplay
Player — runs	26	26	·	·	·	·	·	·
Over total — by over	24	24	·	·	·	2	2	·
Over total — phase	9	3	·	·	·	8	8	·
Top batsman	17	2	2	·	·	·	·	·
Match result	6	4	·	2	·	2	2	2
Toss	2	2	·	·	2	2	2	·
Team/innings total	·	·	2	·	·	2	2	·
Top bowler	4	·	·	·	·	·	·	·

Worcestershire v Gloucestershire · 20260619D675C092 · 234 polls

Source stability

Source	Uptime	Polls
OpticOdds AI OO AI	100.0%	234
koth-prod (v89) config	100.0%	234
Stake	100.0%	234
Unibet	100.0%	234
Parimatch (Brazil)	100.0%	234
Jugabet (Argentina)	100.0%	234
Parimatch (India)	100.0%	234
LowVig	100.0%	234

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Highest Opening Partnership 3-Way Draw None	·	·	25.0–45.0	20.0
1st Inning Player Runs Tommy Boorman 99.5	9.93	1.04	9.4–11.0	9.96
Team Top Batsman Worcestershire :: Fateh Singh None	55.5	·	51.0–60.0	9.0
Team Top Batsman Gloucestershire :: Will Williams None	55.5	·	51.0–60.0	9.0
1st Inning Player Runs Miles Hammond 99.5	8.25	1.062	1.062–8.75	7.688
1st Inning Player Runs Brett D'Oliveira 99.5	8.12	1.062	7.8–8.75	7.688
1st Inning Player Runs Gareth Roderick 99.5	1.07	1.071	1.071–8.0	6.93
1st Inning Player Runs Matthew Waite 99.5	1.081	1.083	7.0–7.5	6.419
1st Inning Player Runs Daniel Lategan 99.5	6.73	1.091	1.091–7.0	5.909
1st Inning Player Runs Cameron Bancroft 99.5	1.097	1.091	1.091–6.75	5.659
1st Inning Player Runs James Bracey 99.5	6.73	1.091	1.091–6.6	5.639
1st Inning Player Runs Jake Libby 99.5	6.52	1.1	1.1–6.4	5.42
Team Top Batsman Gloucestershire :: Craig Miles None	23.5	·	21.0–26.0	5.0
Moneyline Gloucestershire None	2.21	2.28	1.38–5.63	4.25

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Stake	Unibet	Parimatch (Brazil)	Jugabet (Argentina)	Parimatch (India)	LowVig
Over total — by over	24	24	·	·	2	2	2	·
Player — runs	27	27	·	·	·	·	·	·
Over total — phase	9	3	·	·	8	8	8	·
Top batsman	21	2	2	·	·	·	·	·
Match result	6	4	·	·	2	2	2	2
Toss	2	2	·	2	2	2	2	·
Team/innings total	·	·	2	·	2	2	2	·
Top bowler	4	·	·	·	·	·	·	·

Durham v Northamptonshire · 20260619AABB0E1D · 234 polls

Source stability

Source	Uptime	Polls
OpticOdds AI OO AI	100.0%	234
koth-prod (v89) config	100.0%	234
Unibet	100.0%	234
Parimatch (Brazil)	100.0%	234
Jugabet (Argentina)	100.0%	234
Parimatch (India)	100.0%	234
LowVig	100.0%	234
Betfair Exchange (Australia) (Lay)	100.0%	234

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Team Top Batsman Northamptonshire :: Raphael Weatherall None	70.5	·	51.0–90.0	39.0
Team Top Batsman Durham :: Callum Parkinson None	70.5	·	51.0–90.0	39.0
Team Top Batsman Durham :: Duanne Olivier None	70.5	·	51.0–90.0	39.0
Highest Opening Partnership 3-Way Draw None	·	·	25.0–50.0	25.0
Team Top Batsman Northamptonshire :: Dominic Leech None	63.0	·	51.0–75.0	24.0
1st Inning Player Runs Calvin Harrison 99.5	8.6	1.04	1.04–10.0	8.96
1st Inning Player Runs Ricardo Vasconcelos 99.5	8.0	1.062	8.0–8.75	7.688
1st Inning Player Runs Luke Procter 99.5	7.2	1.071	7.2–7.75	6.679
1st Inning Player Runs Saif Zaib 99.5	1.081	1.083	6.8–7.5	6.419
1st Inning Player Runs Will Rhodes 99.5	1.088	1.083	1.083–7.25	6.167
1st Inning Player Runs Graham Clark 99.5	1.09	1.091	1.091–6.6	5.51
1st Inning Player Runs Nathan McSweeney 99.5	6.2	1.1	6.2–6.5	5.4
Team Top Batsman Northamptonshire :: Liam Guthrie None	28.5	·	26.0–31.0	5.0
1st Inning Player Runs Alex Lees 99.5	1.141	1.143	1.143–5.1	3.959

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Unibet	Parimatch (Brazil)	Jugabet (Argentina)	Parimatch (India)	LowVig	Betfair Exchange (Australia) (Lay)
Player — runs	27	27	·	·	·	·	·	·
Over total — by over	24	24	·	2	2	2	·	·
Over total — phase	9	3	·	8	8	8	·	·
Top batsman	23	·	·	·	·	·	·	·
Match result	6	4	·	2	2	2	2	2
Toss	2	2	2	2	2	2	·	·
Top bowler	7	·	·	·	·	·	·	·
Team/innings total	·	·	·	2	2	2	·	·

Somerset v Warwickshire · 20260619DA8A867E · 234 polls

Source stability

Source	Uptime	Polls
OpticOdds AI OO AI	100.0%	234
koth-prod (v89) config	100.0%	234
Stake	100.0%	234
BC.GAME	100.0%	234
Unibet	100.0%	234
Parimatch (Brazil)	100.0%	234
Jugabet (Argentina)	100.0%	234
Betplay	100.0%	234

Pricing divergence · same market, decimal, top by spread

Market	OpticOdds AI	koth-prod (v89)	books	spread
Team Top Batsman Warwickshire :: Nathan Gilchrist None	70.5	·	51.0–90.0	39.0
Team Top Batsman Warwickshire :: Ethan Bamber None	70.5	·	51.0–90.0	39.0
Team Top Batsman Somerset :: Josh Shaw None	70.5	·	51.0–90.0	39.0
Team Top Batsman Warwickshire :: Oliver Hannon-Dalby None	70.5	·	51.0–90.0	39.0
Highest Opening Partnership 3-Way Draw None	·	·	25.0–40.0	15.0
1st Inning Player Runs Alex Davies 99.5	1.04	1.04	1.04–11.0	9.96
1st Inning Player Runs Lewis Goldsworthy 99.5	1.04	1.04	1.04–10.5	9.46
Team Top Batsman Warwickshire :: Keith Barker None	55.5	·	51.0–60.0	9.0
1st Inning Player Runs Joshua Thomas 99.5	9.8	1.04	1.04–10.0	8.96
1st Inning Player Runs Robert Yates 99.5	1.057	1.05	8.2–9.25	8.2
1st Inning Player Runs Dan Mousley 99.5	1.05	1.05	1.05–8.6	7.55
1st Inning Player Runs Thomas Rew 99.5	8.03	1.062	1.071–7.2	6.968
1st Inning Player Runs Beau Webster 99.5	7.25	1.071	1.071–7.2	6.179
1st Inning Player Runs Sam Hain 99.5	1.097	1.1	1.091–6.75	5.659

Market-type coverage · counts = # markets

Type	OpticOdds AI	koth-prod (v89)	Stake	BC.GAME	Unibet	Parimatch (Brazil)	Jugabet (Argentina)	Betplay
Player — runs	32	32	·	·	·	·	·	·
Over total — by over	24	24	·	·	·	2	2	·
Top batsman	25	2	2	·	·	·	·	·
Over total — phase	9	3	·	·	·	8	8	·
Match result	6	4	·	2	·	2	2	2
Toss	2	2	·	·	2	2	2	·
Team/innings total	·	·	2	·	·	2	2	·
Top bowler	3	·	·	·	·	·	·	·