UFCgd Upcoming Markov Bout Analysis

Sportsbet-priced upcoming bouts shown in Melbourne time. UFCgd is now operating in dog-bets-only mode. Geoff View audits the favourite first, then only promotes an underdog when the favourite looks overpriced, the dog has a credible fight path, and the historical dog-edge bucket supports the price.

Priced Bouts
12
Release-Grade Markov Rows
3
False Fav / Dog Rows
2
Clean Rows
3

Best Bets

Simplified dog-only shortlist. These are the rows that pass the guardrail at current best available prices.

#1
19/07/2026 11:45 · Dricus Du Plessis vs Kamaru Usman

Kamaru Usman

Kamaru Usman has the better value path; Dricus Du Plessis looks too short.

Best Price 3.5 TAB
Edge +24.5 pts High edge · Fair 1.79
Confidence Strong watch Qualifies (4/4)
Dog edge 5%+: 54 bets, 74.07% hit, 12.04% ROI
#2
19/07/2026 09:45 · Fatima Kline vs Tabatha Ricci

Tabatha Ricci

Fatima Kline may win, but price is too short; Tabatha Ricci is the value.

Best Price 4.25 Ladbrokes
Edge +21.7 pts High edge · Fair 2.03
Confidence Strong watch Qualifies (4/4)
Dog edge 5%+: 54 bets, 74.07% hit, 12.04% ROI
#3
16/08/2026 13:00 · Mackenzie Dern vs Gillian Robertson

Gillian Robertson

Gillian Robertson has the better value path; Mackenzie Dern looks too short.

Best Price 3.0 TAB
Edge +15.4 pts Strong edge · Fair 1.92
Confidence Strong watch Qualifies (4/4)
Dog edge 5%+: 54 bets, 74.07% hit, 12.04% ROI

Member View

Decision-first board. Technical profile detail is in Fight Path Evidence.

Dog-Bets-Only Guardrail
  1. Historical dog bucket has positive ROI.
  2. Dog edge is at least 5 percentage points.
  3. Sample quality is usable or clean.
  4. The dog has a credible fight path, not just a cheap price.
  5. Favourite edges are pass/filter-only, not selections.

Qualifying Bouts

19/07/2026 11:45

Dricus Du Plessis vs Kamaru Usman

Qualifies (4/4)
Geoff ViewKamaru Usman
Playable SideKamaru Usman at 3.5 @ TAB | fair 1.79
Dog Edge24.5 pts
Market CheckBest of 36 books
Historical SupportDog edge 5%+: 54 bets, 74.07% hit, 12.04% ROI

Kamaru Usman is not being priced like a real chance, but his clearest route is to slow the fight down, win clinch/wrestling minutes and make Dricus Du Plessis work harder than the market expects. Geoff's non-market read has the fight path with Kamaru Usman, overall profile with Kamaru Usman, recent form with Dricus Du Plessis, and finishing threat with Dricus Du Plessis. At 3.18, the price is far bigger than Geoff's fair number of 1.79. This is a watchlist price, not a confirmed bet yet, because Dricus Du Plessis's recent form, finishing threat and overall profile still make him dangerous. Historically, this type of dog-price edge has been profitable, but it still needs fight-week confirmation.

Selection Guardrail

  • PASS Historical dog bucket
  • PASS Dog edge >= 5 pts
  • PASS Usable sample
  • PASS Dog has a credible fight path
19/07/2026 09:45

Fatima Kline vs Tabatha Ricci

Qualifies (4/4)
Geoff ViewFatima Kline
Playable SideTabatha Ricci at 4.25 @ Ladbrokes | fair 2.03
Dog Edge21.7 pts
Market CheckBest of 31 books
Historical SupportDog edge 5%+: 54 bets, 74.07% hit, 12.04% ROI

Fatima Kline may still win, but the market is charging a premium price for her. Geoff has Fatima Kline only around 50.7%, not a 1.29 type of favorite. Tabatha Ricci's route is to turn this into a grinding fight, extend control time and keep rounds close. The non-market profile splits this fight: form/finish lean Fatima Kline, but fight path gives Tabatha Ricci enough of a route that 3.62 versus fair 2.03 becomes the value. The historical support is strongest when the dog has a clear price gap like this.

Selection Guardrail

  • PASS Historical dog bucket
  • PASS Dog edge >= 5 pts
  • PASS Usable sample
  • PASS Dog has a credible fight path
16/08/2026 13:00

Mackenzie Dern vs Gillian Robertson

Qualifies (4/4)
Geoff ViewGillian Robertson
Playable SideGillian Robertson at 3.0 @ TAB | fair 1.92
Dog Edge15.4 pts
Market CheckBest of 26 books
Historical SupportDog edge 5%+: 54 bets, 74.07% hit, 12.04% ROI

Geoff makes Gillian Robertson the more likely winner at about 52.2%. The simple read: Gillian Robertson has the better repeatable path to bank minutes, especially if the fight spends time in clinch, grappling or top-control positions. The overall non-market profile says: Form dog | Finish fav | Profile even | Fight path dog. The market is still treating Mackenzie Dern like the clear side, so 2.72 looks too generous.

Selection Guardrail

  • PASS Historical dog bucket
  • PASS Dog edge >= 5 pts
  • PASS Usable sample
  • PASS Dog has a credible fight path

Value / Watchlist

TimeBoutGeoff ViewActionPriceEdgeBest BookGuardrailHistorical SupportConfidenceWhy
19/07/2026 11:45Dricus Du Plessis vs Kamaru UsmanKamaru UsmanDog candidate: Kamaru UsmanKamaru Usman 3.5 @ TAB | fair 1.79+24.5 pts dogTABQualifies (4/4)Dog edge 5%+: 54 bets, 74.07% hit, 12.04% ROIStrong watchKamaru Usman is not being priced like a real chance, but his clearest route is to slow the fight down, win clinch/wrestling minutes and make Dricus Du Plessis work harder than the market expects. Geoff's non-market read has the fight path with Kamaru Usman, overall profile with Kamaru Usman, recent form with Dricus Du Plessis, and finishing threat with Dricus Du Plessis. At 3.18, the price is far bigger than Geoff's fair number of 1.79. This is a watchlist price, not a confirmed bet yet, because Dricus Du Plessis's recent form, finishing threat and overall profile still make him dangerous. Historically, this type of dog-price edge has been profitable, but it still needs fight-week confirmation.
19/07/2026 09:45Fatima Kline vs Tabatha RicciFatima KlineDog candidate: Tabatha RicciTabatha Ricci 4.25 @ Ladbrokes | fair 2.03+21.7 pts dogLadbrokesQualifies (4/4)Dog edge 5%+: 54 bets, 74.07% hit, 12.04% ROIStrong watchFatima Kline may still win, but the market is charging a premium price for her. Geoff has Fatima Kline only around 50.7%, not a 1.29 type of favorite. Tabatha Ricci's route is to turn this into a grinding fight, extend control time and keep rounds close. The non-market profile splits this fight: form/finish lean Fatima Kline, but fight path gives Tabatha Ricci enough of a route that 3.62 versus fair 2.03 becomes the value. The historical support is strongest when the dog has a clear price gap like this.
16/08/2026 13:00Mackenzie Dern vs Gillian RobertsonGillian RobertsonDog candidate: Gillian RobertsonGillian Robertson 3.0 @ TAB | fair 1.92+15.4 pts dogTABQualifies (4/4)Dog edge 5%+: 54 bets, 74.07% hit, 12.04% ROIStrong watchGeoff makes Gillian Robertson the more likely winner at about 52.2%. The simple read: Gillian Robertson has the better repeatable path to bank minutes, especially if the fight spends time in clinch, grappling or top-control positions. The overall non-market profile says: Form dog | Finish fav | Profile even | Fight path dog. The market is still treating Mackenzie Dern like the clear side, so 2.72 looks too generous.
19/07/2026 11:15Christian Leroy Duncan vs Jared CannonierChristian Leroy DuncanDog price onlyJared Cannonier 3.7 @ BetOnline.ag | fair 2.24+13.5 pts dogBetOnline.agDoes not qualify (3/4)Dog edge 5%+: 54 bets, 74.07% hit, 12.04% ROIStrong watchChristian Leroy Duncan is still Geoff's fighter-side lean, so this is not a claim that Jared Cannonier is the better fighter. The issue is price. Geoff sees this closer than the market does: Christian Leroy Duncan about 55.3% rather than 70.4%. That makes 1.35 too short. Jared Cannonier at 3.21 is only interesting as a price play because the favourite has been overbet. Profile check: Form fav | Finish fav | Profile fav | Fight path fav.

Monitor / Pass

TimeBoutGeoff ViewActionPriceEdgeBest BookGuardrailHistorical SupportConfidenceWhy
19/07/2026 07:00Seok Hyun Ko vs Jean-Paul LebosnoyaniJean-Paul LebosnoyaniMonitor onlySeok Hyun Ko 1.5 @ BetOnline.ag | fair 2.5825.4 ptsBetOnline.agDoes not qualify (2/4)No strong historical bucketLowGeoff leans Jean-Paul Lebosnoyani, but there is not enough reliable UFC evidence yet. Profile check: Form dog | Finish even | Profile dog | Fight path dog. Treat this as a watch-only fight: look for weigh-in signals, late market movement and any camp news before taking it seriously.
19/07/2026 07:00Alden Coria vs Stewart NicollAlden CoriaMonitor onlyAlden Coria 1.12 @ PlayUp | fair 1.4820.6 ptsPlayUpDoes not qualify (2/4)No strong historical bucketLowGeoff leans Alden Coria, but there is not enough reliable UFC evidence yet. Profile check: Form fav | Finish fav | Profile fav | Fight path fav. Treat this as a watch-only fight: look for weigh-in signals, late market movement and any camp news before taking it seriously.
19/07/2026 10:45Chase Hooper vs Mitch RamirezChase HooperMonitor onlyChase Hooper 1.33 @ PlayUp | fair 1.5910.0 ptsPlayUpDoes not qualify (1/4)No strong historical bucketLowGeoff leans Chase Hooper, but there is not enough reliable UFC evidence yet. Profile check: Form fav | Finish fav | Profile fav | Fight path fav. Treat this as a watch-only fight: look for weigh-in signals, late market movement and any camp news before taking it seriously.
19/07/2026 07:00Alberto Montes vs Tommy McMillenTommy McMillenMonitor onlyAlberto Montes 2.0 @ Caesars | fair 2.196.7 ptsCaesarsDoes not qualify (1/4)No strong historical bucketLowGeoff leans Tommy McMillen, but there is not enough reliable UFC evidence yet. Profile check: Form even | Finish dog | Profile even | Fight path even. Treat this as a watch-only fight: look for weigh-in signals, late market movement and any camp news before taking it seriously.
19/07/2026 07:00Jose Delgado vs Austin BashiJose DelgadoMonitor onlyJose Delgado 1.96 @ 1xBet | fair 1.786.7 pts1xBetDoes not qualify (1/4)No strong historical bucketLowGeoff leans Jose Delgado, but there is not enough reliable UFC evidence yet. Profile check: Form fav | Finish fav | Profile fav | Fight path dog. Treat this as a watch-only fight: look for weigh-in signals, late market movement and any camp news before taking it seriously.
18/07/2026 19:00Levi Rodrigues vs Felipe FrancoLevi RodriguesMonitor onlyLevi Rodrigues 1.56 @ Caesars | fair 1.786.6 ptsCaesarsDoes not qualify (0/4)No strong historical bucketLowGeoff leans Levi Rodrigues, but there is not enough reliable UFC evidence yet. Profile check: Form even | Finish even | Profile fav | Fight path even. Treat this as a watch-only fight: look for weigh-in signals, late market movement and any camp news before taking it seriously.
26/07/2026 02:00Magomed Ankalaev vs Khalil RountreeMagomed AnkalaevMonitor onlyMagomed Ankalaev 1.33 @ Paddy Power | fair 1.495.4 ptsPaddy PowerDoes not qualify (0/4)No strong historical bucketLowGeoff leans Magomed Ankalaev, but there is not enough reliable UFC evidence yet. Profile check: Form fav | Finish fav | Profile fav | Fight path fav. Treat this as a watch-only fight: look for weigh-in signals, late market movement and any camp news before taking it seriously.
16/08/2026 14:00Islam Makhachev vs Ian GarryIslam MakhachevMonitor onlyIslam Makhachev 1.29 @ DraftKings | fair 1.312.4 ptsDraftKingsDoes not qualify (0/4)No strong historical bucketLowGeoff leans Islam Makhachev, but there is not enough reliable UFC evidence yet. Profile check: Form fav | Finish fav | Profile fav | Fight path fav. Treat this as a watch-only fight: look for weigh-in signals, late market movement and any camp news before taking it seriously.

Priority Rows

event_time_melbournefavoriteunderdogsportsbet_fav_decimalsportsbet_dog_decimalbest_fav_bookbest_fav_pricebest_dog_bookbest_dog_pricebook_countmarket_fav_pctmarkov_fav_pctfav_edge_ptsmarkov_dog_pctdog_edge_ptsverdictaction_tiermarkov_leanmodel_alignmentdata_qualitydriver
19/07/2026 11:45Dricus Du PlessisKamaru Usman1.363.18DraftKings1.39TAB3.53670.044.1-26.055.924.5False Favorite / Value DogDog Watch: Split ModelKamaru UsmanConflict with V2cleancontrol momentum dog; damage chain fav
19/07/2026 09:45Fatima KlineTabatha Ricci1.293.62DraftKings1.31Ladbrokes4.253173.750.7-23.049.321.7Favorite Overpriced / Dog ValueDog Watch: Price OnlyFatima KlineConflict with V2usablecontrol momentum dog; damage chain fav; recent form fav
16/08/2026 13:00Mackenzie DernGillian Robertson1.442.72DraftKings1.51TAB3.02665.447.8-17.652.215.4False Favorite / Value DogDog Watch: Markov-OnlyGillian RobertsonMarkov-onlycleancontrol momentum dog; damage chain fav

Full Upcoming Markov Board

event_time_melbournefavoriteunderdogsportsbet_fav_decimalsportsbet_dog_decimalbest_fav_bookbest_fav_pricebest_dog_bookbest_dog_pricebook_countmarket_fav_pctmarkov_fav_pctfav_edge_ptsmarkov_dog_pctdog_edge_ptsverdictaction_tiermarkov_leanmodel_alignmentdata_qualitydriver
19/07/2026 07:00Seok Hyun KoJean-Paul Lebosnoyani1.482.66BetOnline.ag1.5BetOnline.ag2.72664.338.8-25.461.223.6Watch: Thin Markov SampleNo Bet / MonitorJean-Paul LebosnoyaniAligned with V2thincontrol momentum dog; recent form dog; posterior skill dog
19/07/2026 11:45Dricus Du PlessisKamaru Usman1.363.18DraftKings1.39TAB3.53670.044.1-26.055.924.5False Favorite / Value DogDog Watch: Split ModelKamaru UsmanConflict with V2cleancontrol momentum dog; damage chain fav
19/07/2026 09:45Fatima KlineTabatha Ricci1.293.62DraftKings1.31Ladbrokes4.253173.750.7-23.049.321.7Favorite Overpriced / Dog ValueDog Watch: Price OnlyFatima KlineConflict with V2usablecontrol momentum dog; damage chain fav; recent form fav
19/07/2026 07:00Alden CoriaStewart Nicoll1.088.0PlayUp1.12Ladbrokes8.253088.167.5-20.632.520.0Watch: Thin Markov SampleNo Bet / MonitorAlden CoriaMarkov-onlythinposterior skill fav; recent form fav; damage chain fav
16/08/2026 13:00Mackenzie DernGillian Robertson1.442.72DraftKings1.51TAB3.02665.447.8-17.652.215.4False Favorite / Value DogDog Watch: Markov-OnlyGillian RobertsonMarkov-onlycleancontrol momentum dog; damage chain fav
19/07/2026 11:15Christian Leroy DuncanJared Cannonier1.353.21PlayUp1.38BetOnline.ag3.73370.455.3-15.044.713.5Favorite Overpriced / Dog ValueDog Price WatchChristian Leroy DuncanAligned with V2cleanposterior skill fav; recent form fav; damage chain fav
19/07/2026 10:45Chase HooperMitch Ramirez1.33.52PlayUp1.33BetOnline.ag3.73173.063.1-10.036.98.5Watch: Thin Markov SampleNo Bet / MonitorChase HooperAligned with V2thinposterior skill fav; recent form fav; control momentum fav
19/07/2026 07:00Alberto MontesTommy McMillen1.832.01Caesars2.01xBet2.083252.345.6-6.754.44.7Watch: Thin Markov SampleNo Bet / MonitorTommy McMillenAligned with V2thindamage chain dog; control momentum fav
19/07/2026 07:00Jose DelgadoAustin Bashi1.861.981xBet1.96Caesars2.12851.656.24.743.8-6.7Watch: Thin Markov SampleNo Bet / MonitorJose DelgadoAligned with V2thincontrol momentum dog; damage chain fav; posterior skill fav
18/07/2026 19:00Levi RodriguesFelipe Franco1.512.56Caesars1.56Ladbrokes2.73162.956.3-6.643.74.6Watch: Thin Markov SampleNo Bet / MonitorLevi RodriguesMarkov-onlythinposterior skill fav
26/07/2026 02:00Magomed AnkalaevKhalil Rountree1.33.4Paddy Power1.331xBet3.753072.366.9-5.433.13.7Watch: Thin Markov SampleNo Bet / MonitorMagomed AnkalaevMarkov-onlythinposterior skill fav; recent form fav; damage chain fav
16/08/2026 14:00Islam MakhachevIan Garry1.253.85DraftKings1.291xBet4.122475.576.51.023.5-2.4Watch: Thin Markov SampleNo Bet / MonitorIslam MakhachevMarkov-onlythinposterior skill fav; recent form fav; control momentum fav

Fight Path Evidence

event_time_melbournefavoriteunderdogfav_ufc_fightsdog_ufc_fightsfav_markov_fightsdog_markov_fightsweight_overallweight_pathweight_finishweight_recentweight_certaintyrecent_side_qualityrecent_profilefinish_profileoverall_profilemarkov_pathcontrol_diffdamage_diffdeficit_diffrecovery_diffdrivernotes
19/07/2026 07:00Seok Hyun KoJean-Paul Lebosnoyani01010.4660.3180.1360.080.834-0.0-1.00.0-0.395-0.6-1.00.00.00.0control momentum dog; recent form dog; posterior skill dogNot release-grade until more reliable market/news confirmation.
19/07/2026 11:45Dricus Du PlessisKamaru Usman101910190.4740.3260.1740.0260.6850.0550.040.175-0.48-0.129-0.350.110.0010.047control momentum dog; damage chain favRelease only if price remains available and weigh-in/news checks are clean.
19/07/2026 09:45Fatima KlineTabatha Ricci4114110.4630.3350.1840.0180.619-0.1950.1890.23-0.015-0.034-0.220.189-0.152-0.091control momentum dog; damage chain fav; recent form favRelease only if price remains available and weigh-in/news checks are clean.
19/07/2026 07:00Alden CoriaStewart Nicoll23230.4530.3310.140.0760.290.01.00.11.2840.181-0.1110.5-0.2220.0posterior skill fav; recent form fav; damage chain favNot release-grade until more reliable market/news confirmation.
16/08/2026 13:00Mackenzie DernGillian Robertson162016200.4510.3760.1410.0320.78-0.252-0.0450.084-0.039-0.215-0.4040.0870.0540.025control momentum dog; damage chain favRelease only if price remains available and weigh-in/news checks are clean.
19/07/2026 11:15Christian Leroy DuncanJared Cannonier9209200.4790.3170.1520.0520.697-0.3430.2890.10.3240.092-0.0190.166-0.0310.172posterior skill fav; recent form fav; damage chain favRelease only if price remains available and weigh-in/news checks are clean.
19/07/2026 10:45Chase HooperMitch Ramirez1321320.4680.3480.1410.0420.499-0.0070.5860.0870.8810.2470.3720.1150.1540.0posterior skill fav; recent form fav; control momentum favNot release-grade until more reliable market/news confirmation.
19/07/2026 07:00Alberto MontesTommy McMillen11110.450.3430.1590.0470.15-0.00.0-1.20.0320.00.5-1.00.00.0damage chain dog; control momentum favNot release-grade until more reliable market/news confirmation.
19/07/2026 07:00Jose DelgadoAustin Bashi42420.4570.3390.1510.0520.3940.0160.2070.6790.463-0.221-0.8330.75-0.1670.0control momentum dog; damage chain fav; posterior skill favNot release-grade until more reliable market/news confirmation.
18/07/2026 19:00Levi RodriguesFelipe Franco01010.4830.330.1410.0450.952-0.00.00.00.5240.00.00.00.00.0posterior skill favNot release-grade until more reliable market/news confirmation.
26/07/2026 02:00Magomed AnkalaevKhalil Rountree1401400.4660.3180.1360.081.00.3440.8240.341.0960.2590.2830.3360.0950.071posterior skill fav; recent form fav; damage chain favNot release-grade until more reliable market/news confirmation.
16/08/2026 14:00Islam MakhachevIan Garry1801800.4660.3180.1360.081.00.3120.9560.1991.970.4950.720.1760.0110.0posterior skill fav; recent form fav; control momentum favNot release-grade until more reliable market/news confirmation.

Model Method

How individual fighter traits currently feed the dog-only guardrail and what needs to be learned next.

Current Geoff Coefficients

Coefficients are now dynamic per bout. They move by fighter depth, Markov history, uncertainty, opponent quality and whether recent form agrees with longer-term evidence.

Overall profileDynamic, usually largestBaseline fighter quality: skill posterior, opponent quality, rank context, striking, takedown and control profile. Gets more weight when both fighters have deeper, lower-uncertainty records.Fight pathDynamicRepeatable round pattern: control, damage, deficit risk, recovery and submission-control states. Gets more weight when both fighters have enough round-state history and the path gap is meaningful.Finishing threatDynamicAbility to turn damage states into fight-ending threat. Gets more weight when finish/damage evidence is reliable.Recent formCapped at 10%Recency-weighted win trend. Cut down when it comes against weaker opposition or conflicts with longer-term profile/fight path.

Anti-Recency-Bias Rules

Avoid prospect hypeRecent form weight is reduced when the recent-form side has weaker opponent quality.Avoid small-sample recency biasRecent form weight is reduced when either fighter has limited UFC depth.Respect long-term profileRecent form weight is reduced when it disagrees with overall fighter profile.Respect repeatable fight pathRecent form weight is reduced when it disagrees with the Markov fight path.Reward reliable traitsOverall/profile and path weights rise when both fighters have deeper, cleaner histories.

Fight Path Coefficients

Control rate0.55 inside fight pathRewards fighters who repeatedly bank grappling, clinch or top-control minutes.Damage rate0.35 inside fight pathRewards fighters who repeatedly create striking/knockdown advantage states.Bad deficit rate-0.30 inside fight pathPenalises fighters who often fall into losing striking/position states.Recovery rate0.20 inside fight pathRewards fighters who can recover after early deficit states.Submission control0.15 inside fight pathRewards control that also creates submission threat.

Overall Profile Coefficients

Skill mean0.65 inside overall profileFighter-level posterior ability from historical results.Opponent quality0.20 inside overall profileRewards proven form against stronger opposition.Rank context0.025 inside overall profileSmall adjustment for current ranking quality.Significant strike differential0.010 inside overall profileSmall adjustment for striking volume/efficiency advantage.Takedown differential0.080 inside overall profileRewards repeatable wrestling advantage.Control differential0.045 inside overall profileRewards ability to hold position and drain minutes.

Future Improvements

Learn coefficients from settled selectionsReplace hand weights with coefficients fitted to CLV, ROI and closing-market agreement.Fighter archetype priorsSeparate pressure wrestlers, submission grapplers, counter strikers, low-volume veterans and damage-first finishers.Age and durability decayOlder fighters with strong historic skill should be discounted when durability or pace is declining.Five-round vs three-round adjustmentControl paths, cardio, late damage and comeback probability change by fight length.Camp/news and weigh-in stateLate illness, bad weight cuts and opponent changes should move confidence, not just price.Book-specific CLV trackingIdentify which books lag and whether best-price edges actually beat the close.Path validation after fightScore whether the predicted route happened, even if the bet won or lost.

Self Learning

The operating loop that turns each release-grade selection into better future coefficients, better book selection and more honest sharpness ratings.

Process Sharpness
86/100
Proven Sharpness
76/100
CLV Status
0
No live CLV proof yet
Settled Selections
0
What to Tell Geoff

UFCgd is now a disciplined release-grade dog filter. It is structurally sharper because it only promotes underdogs with historical support, a real fight path and a clear price gap. It is not honestly 95/100 yet because the current selections still need closing-line value and settled-result proof.

Historical Dog Bucket
54 bets, 74.07% hit, 12.04% ROI
False Favourite Zone
306 fights, 71.6% accuracy
Model Version
UFCgd-dog-guardrail-v4-dynamic-markov
Mode
dog-bets-only

Why Not 95/100 Yet

Needs live closing-line value, settled bet outcomes, and post-fight path validation before the rating can be proven rather than process-based.

Regular Self-Learning Rules

Track every release-grade dog bet with book, price, fair price, edge, model version and coefficients.Capture closing price before fight start and calculate CLV.Settle result, ROI and whether the predicted fight path occurred.Update coefficient review only after enough CLV-tracked selections to avoid overreacting.Keep favourites as filters only unless future backtests prove a favourite bucket with durable ROI.

Next Learning Queue

HighCapture close priceDricus Du Plessis vs Kamaru UsmanKamaru Usman19/07/2026 11:45Measure whether Geoff beat the market before fight start.HighSettle result and ROIDricus Du Plessis vs Kamaru UsmanKamaru UsmanPost fightUpdate bankroll performance and identify which guardrail buckets actually paid.MediumValidate predicted fight pathDricus Du Plessis vs Kamaru UsmanKamaru UsmanPost fightCheck if the expected control/damage/grappling route happened, even if the bet lost.HighCapture close priceFatima Kline vs Tabatha RicciTabatha Ricci19/07/2026 09:45Measure whether Geoff beat the market before fight start.HighSettle result and ROIFatima Kline vs Tabatha RicciTabatha RicciPost fightUpdate bankroll performance and identify which guardrail buckets actually paid.MediumValidate predicted fight pathFatima Kline vs Tabatha RicciTabatha RicciPost fightCheck if the expected control/damage/grappling route happened, even if the bet lost.HighCapture close priceMackenzie Dern vs Gillian RobertsonGillian Robertson16/08/2026 13:00Measure whether Geoff beat the market before fight start.HighSettle result and ROIMackenzie Dern vs Gillian RobertsonGillian RobertsonPost fightUpdate bankroll performance and identify which guardrail buckets actually paid.MediumValidate predicted fight pathMackenzie Dern vs Gillian RobertsonGillian RobertsonPost fightCheck if the expected control/damage/grappling route happened, even if the bet lost.HighCoefficient reviewAll selectionsDog-only guardrailAfter 25 CLV-tracked selectionsMove weights from hand-tuned dynamic rules toward learned coefficients.MediumBook lag reviewAll selectionsBest bookWeeklyFind which bookmakers most often hang stale dog prices.

Selection History

Append-only ledger for qualifying and watchlist selections. Used for trend, CLV, and settlement analysis.

Total Selection Snapshots
4
Guardrail Passed
3
Ledger File
outputs/UFCgd_selection_history.csv
Latest Snapshot
2026-07-13T18:59:00+1000

Recent Selection History

2026-07-13T18:59:00+100019/07/2026 11:45Dricus Du Plessis vs Kamaru UsmanKamaru UsmanTAB3.51.79TrueDog edge 5%+2026-07-13T18:59:00+100019/07/2026 09:45Fatima Kline vs Tabatha RicciTabatha RicciLadbrokes4.252.03TrueDog edge 5%+2026-07-13T18:59:00+100016/08/2026 13:00Mackenzie Dern vs Gillian RobertsonGillian RobertsonTAB3.01.92TrueDog edge 5%+2026-07-13T18:59:00+100019/07/2026 11:15Christian Leroy Duncan vs Jared CannonierJared CannonierBetOnline.ag3.72.24FalseDog edge 5%+

Selection Trend Count

Kamaru Usman1Tabatha Ricci1Gillian Robertson1Jared Cannonier1