Colombia vs. Ghana - Pure Football Analysis (GLM-5 Turbo)
2026 World Cup, R32 (Round of 32) | July 4, 2026 | GEHA Field at Arrowhead Stadium, Kansas City MO
Kickoff: 03:30 CEST | Referee: Clément Turpin (France)
TL;DR
Colombia 53% advance (38% in 90') vs Ghana 47% (37% in 90') — razor-thin R32 coin-flip. Modal: COL 1-0 (20%). Who Scores: James Rodríguez 15% COL, Antoine Semenyo 15% GHA. Turpin 2-4 yellows, 25-35% pen band.
- Squad values nearly identical (COL €250M / GHA €242M) but COL has decisive form edge: 2W1D +2GD vs GHA 1W1D1L 0GD. Opponent-tier weighted PPG: COL 2.67 vs GHA 1.67.
- Asare (GHA GK) is the swing variable — 2 clean sheets, MOTM vs ENG, confirmed hot form. ×0.5 empirical calibration → +3% draw. But GHA in 4-3-3 (not deep block) limits the full hot-GK/low-block compound.
- Arrowhead open-air, 28-31°C at KO, 60-70% humidity — F11 threshold crossed. COL heat-acclimatized (3 matches in warm conditions incl. 32°C vs POR); GHA has NOT played in >28°C. Net: heat neutralized for COL, slight fatigue risk for GHA after 70'.
- Lorenzo full-throttle vs Queiroz 4-3-3 (not 4-1-4-1 bus). Both attack. F12 = 0% for both. Suárez confirmed at #9; no attack gutted on either side.
- Watch: Suárez's finishing (0 goals in 3 matches) — if COL dominates possession but Suárez doesn't convert, the sterile-domination screen fires and the draw band widens.
Prediction (90'): COL 1-0 (20%), 1-1 Draw (16%), GHA 1-0 (13%), COL 2-1 (10%), 0-0 Draw (8%), GHA 2-1 (6%)
Advance: COL 52% / GHA 48%
1. Colombia — Team Profile
Basic Info
- FIFA Ranking: ~#12 (estimated — no explicit source in archive; ⚠️ flagged as unconfirmed)
- Manager: Néstor Lorenzo (Argentine, 60, aggressive/full-throttle identity, NOT pragmatic)
- WC History: 2014 QF. First opening 2 WC wins since 2014. R32 first appearance since 2014.
- Form (WC group): W 3-1 UZB, W 1-0 DRC, D 0-0 POR → 2W1D, 7pts, +2GD, 1st Group K
- Recent competitive form (last 5): W-W-D-W-W (5-game unbeaten)
- Base Camp: Palm Beach Gardens, Florida (~24 days acclimatized in US heat)
Tactical Identity (4-2-3-1 confirmed)
- High-pressing, possession-dominant (55-63% in group). Fullbacks (Muñoz, Mojica) push high.
- James Rodríguez as #10 creator (subbed ~58-60' for heat management). Luis Díaz as LW focal (but 0 goals, 3 disallowed).
- Scoring from wide positions (Muñoz 2 goals from RB overlap) and James set-piece creativity. NOT a central-finishing team.
- Defensive spine: Sánchez + Lucumí CB pairing solid; Vargas GK with 2 clean sheets in 3 matches.
Key Players
| Player | Club | Position | Profile |
|---|---|---|---|
| James Rodríguez (c) | São Paulo | AM / #10 | 34yo, 6G in 11 WC career matches. Elite vision, set-piece specialist. Last WC — milestone farewell motivation. Sub risk ~60' (heat + age). |
| Luis Díaz | Liverpool | LW | Primary creator/finisher. 0 goals but 3 disallowed (offside). 5 shots vs DRC. Tireless, direct. World-class in 1v1. |
| Daniel Muñoz | Crystal Palace | RB | Team's top scorer: 2 goals in 3 matches (from overlapping RB). Set-piece threat. |
| Luis Javier Suárez | Sporting CP | ST | #9, 0 goals in 3 matches. Hold-up play, link play — NOT a killer finisher. Sub risk >30% by 60' if no goal. |
| Jefferson Lerma | Crystal Palace | DM | Anchor, physical, tactical fouls. 1 yellow risk → R16 ban if booked again. |
| Camilo Vargas | Atlas (MEX) | GK | 2 clean sheets. Home-MEX GK (plays at Guadalajara), heat-acclimatized. |
Strengths
- Elite creator (James) + world-class winger (Díaz) = COL's ceiling is high
- Muñoz from RB is an unorthodox but proven scoring threat
- Full-back overlap system creates width + crossing chances
- Strong bench: Quintero (creator, MD2 assist), Córdoba (finisher), Cucho (pace), Campaz (late impact)
- Heat-acclimatized after 3 matches in warm conditions
Weaknesses
- No #9 finisher: Suárez is a tactical #9, not a goalscorer. 0 goals in 3 matches. F17 sterile-domination risk if they dominate possession without finishing.
- James sub risk: 34yo captain, consistently subbed ~58-60'. Creates a 30-min window where COL lose their primary creator.
- 3 disallowed goals in tournament (Díaz ×2 vs DRC, Sánchez 90+3' vs POR) — suggest offside-line discipline issues
- High line vulnerable to pace (Semenyo, Sulemana)
Predicted XI (confirmed via AS.com + Cadena SER, 23:40 CEST)
4-2-3-1: Vargas; Muñoz, D. Sánchez, Lucumí, Mojica; Lerma, Puerta; James (c), J. Arias, L. Díaz; Suárez
2. Ghana — Team Profile
Basic Info
- FIFA Ranking: ~#58 (estimated — no explicit source in archive; ⚠️ flagged as unconfirmed)
- Manager: Carlos Queiroz (Portuguese, 72, park-the-bus archetype historically, but MD3 shifted to 4-3-3 attacking)
- WC History: 2010 QF. Best 3rd-place qualifier from Group L.
- Form (WC group): W 1-0 PAN, D 0-0 ENG, L 1-2 CRO → 1W1D1L, 4pts, 0GD, 3rd Group L (best-3rd)
- Recent competitive form (last 5): W-D-L-L-D (mixed)
- Base Camp: Providence/Philadelphia region (~18-22 days acclimatized in US)
Tactical Identity (4-3-3 confirmed — NOT the 4-1-4-1 deep block)
- Shifted from 4-1-4-1 (MD1 vs PAN, MD2 vs ENG) to 4-3-3 (MD3 vs CRO, R32 confirmed).
- MD3: scored equalizer at 72' (Luckassen header), competitive 1-2 loss to CRO. Shows Queiroz CAN attack.
- Counter via Semenyo (pace, direct) + Sulemana (dribbling, promoted from bench for R32). Partey anchors.
- Asare GK = the story of GHA's tournament. 2 clean sheets in 2 starts, MOTM vs ENG (3+ saves, 21% possession, 24 fouls).
Key Players
| Player | Club | Position | Profile |
|---|---|---|---|
| Benjamin Asare | Hearts of Oak (GHA) | GK | 33yo, domestic-league GK — first home-based GHA GK at a WC. 2 clean sheets, MOTM MD2 vs ENG. Confirmed hot form. |
| Antoine Semenyo | Man City | RW | GHA's most dangerous attacker. MOTM MD1 (90+5' winner vs PAN). Tireless work rate. Pace + directness. F10 star-as-creator. |
| Jordan Ayew (c) | Free Agent | ST | 122 caps, 34yo. Most-capped GHA player. Creator profile, not finisher. F16 age-decline (34yo): ~5pt scorer discount. Sub risk >50% by 60'. |
| Thomas Partey | Arsenal | DM/CM | 100+ caps. Elite anchor. Long-range shooting threat. Will shield the back 4 vs James. |
| Kamaldeen Sulemana | — | LW | Promoted from bench for R32 (replacing Williams). Pace + dribbling. Can punish COL's high line. First R32 start. |
| Marvin Senaya | — | RB | Will face Luis Díaz directly. GHA's most exposed defensive matchup. |
Strengths
- Asare is in confirmed hot-GK form — 2 clean sheets, MOTM, can single-handedly force a draw (F4).
- Semenyo is a genuine WC-level winger (Man City, PL form). Primary counter threat.
- Partey is an elite DM (Arsenal) who can shield the back 4.
- Proven deep-block template: 0-0 vs ENG (21% possession, 24 fouls). Can switch to this if needed.
- Quality bench: Williams (big-impact sub), Yirenkyi (goal vs PAN), Fatawu (pace), Thomas-Asante.
Weaknesses
- Kudus OUT (entire tournament) — main creator missing. No #10. GHA avg 36.1% possession in group. Attack is counter-dependent.
- Ayew age-declined (34yo), sub risk high. If GHA loses him early, they lose their experienced leader.
- Luckassen at CB (untested at WC level — Opoku out, Adjetey-Luckassen pairing is new).
- Low goal output: 2 goals in 3 matches (1 from Yirenkyi DM, 1 from Luckassen CB). Not a scoring team.
- Not heat-acclimatized: MD3 was 24°C in Philadelphia. KC 28-31°C will be their hottest venue.
Predicted XI (confirmed via AS.com, 23:40 CEST)
4-3-3: Asare; Senaya, Adjetey, Luckassen, Mensah; T. Partey, Owusu, Sibo; Sulemana, Ayew (c), Semenyo
3. Head-to-Head Record
| Date | Competition | Result | Notes |
|---|---|---|---|
| — | No competitive meetings | — | First-ever competitive meeting. No WC, AFCON, or Copa América encounters. H2H is blank. |
Indirect pattern: GHA has competitive history vs CONMEBOL at WCs (2010 QF vs URU, lost 1-2 AET; 2022 0-2 vs URU). COL vs African teams: 2014 2-1 vs CIV (R16 W), 2022 0-1 vs MAR (L). Samples too small to anchor.
4. 🌡️ Physical & Environmental Conditions (Finding 11)
| Factor | Value | Impact |
|---|---|---|
| Venue | GEHA Field at Arrowhead Stadium, Kansas City MO | OPEN-AIR — no roof. Full weather exposure. |
| Temperature at KO (20:30 CDT) | ~29-31°C (estimated from NOAA 30-year normals; ⚠️ no match-day NWS forecast archived — weather/ directory empty) | >28°C threshold CROSSED. F11 applies. |
| Heat index / feels-like | ~33-36°C | Pressing degrades after ~60'. |
| Humidity | 60-70%, dew point 21-22°C | Heavy air, oppressive conditions. |
| Precipitation | ~20-30% PoP (evening t-storms possible) | Possible rain, but unlikely to be match-interrupting. |
| Sunset | ~20:47 CDT (17 min after KO) | First half in dusk, second half under lights. |
| Altitude | ~300m (no altitude tax) | N/A |
| Surface | Natural grass (Bermuda overseeded) | Fast surface, true bounces. |
| COL travel | MIA → MCI (~2,000 km, 3h flight) — arrived Jul 3, 1-day prior | No disruption. 24 days total in US. |
| GHA travel | PHL → MCI (~1,800 km, 3h flight) — arrived Jul 3 per GFA | No disruption. ~18-22 days total in US. |
Impact Analysis
- COL heat-acclimatization is a genuine edge. Three prior matches in warm conditions: Mexico City (2,200m, 22°C), Guadalajara (1,566m, 23°C), Miami (open-air, 30-32°C). COL maintained pressing intensity for 90' vs POR in the hottest match — their xG was stable across halves (0.86→0.89).
- GHA has NOT played in >28°C conditions. MD3 in Philadelphia was ~24°C. KC conditions are a step up. GHA's compact 4-3-3 will be less energy-intensive than a high press, but the late-game fatigue risk is real for their less-acclimatized players.
- Net: heat degrades pressing (F11) but COL acclim neutralizes the penalty almost entirely. Marginal +1-2% to COL in the final 20 minutes as GHA tires. No heat-related draw push.
- ⚠️ Weather gap: No match-day NWS forecast archived (weather/ directory is empty). Analysis uses NOAA 30-year normals. This is a process gap — not a data-confirmed forecast.
5. Referee Analysis
Career Statistics (5-source median)
| Statistic | Career Rate | Tournament (NT) | Tournament Discounted (×0.75-0.80) |
|---|---|---|---|
| Yellows/game | 3.25 | 2.42 (12 NT finals) | 2.44-2.60 |
| Reds/game | 0.13 | 0.25 | ~0.10 |
| Pens/game | 0.40 (HIGH) | 0.25 | — (see below) |
| Fouls/game | 23.0 | 20.0 | ~17-18 |
WC 2026 Assignments (this tournament)
- ENG 4-2 CRO (MD1, Group L): High-card match, 6 yellows, Yamal yellow controversy. Showed card-happy tendency.
- PAR 0-0 AUS (MD3, Group D): Lenient — only 2 yellows in a win-or-go-home match. 20-25% leniency discount confirmed. Whistle-swallowed scenario validated (elite IFFHS-top ref in a high-stakes match → only 2Y).
- COL vs GHA (R32, this match): 3rd WC 2026 assignment. Same AR trio (Danos/Pagès).
Key Referee Factors
- Turpin is IFFHS top-3 elite. Per F7 whistle-swallow scenario: ~10% chance of 0-1 yellows in this marquee R32.
- Pen rate: 0.40 career (HIGH) → 25-35% tournament band. Present as a band, NOT a verdict. POR-DRC (Mariani 0.40+ → 0 pens) is the validation anchor.
- VAR: Jérôme Brisard (France, confederation pair). Neutral throughout WC 2026. Expect factual corrections only (offside, DOGSO), not routine interventions. VAR-decisive intervention probability: ~30-35% (monitor-reliant ref in R32 high-stakes).
- Card leniency = ON-FIELD ONLY. VAR bypasses the discount. A red card from VAR review (DOGSO, serious foul) is independent of Turpin's on-field leniency.
- ⚠️ Leniency ≠ "won't give a pen." Card leniency and penalty decisions are independent per validated CZE-RSA. The 25-35% pen band stands regardless.
- 6 players on yellow-card risk for R16 (Lucumí, Mojica, Lerma for COL; Yirenkyi, Williams for GHA — though Yirenkyi/Williams are benched, meaning fewer foul-prone GHA players in the XI). Expect cautious first 20 minutes.
Prediction
- Yellows: 2-4 total (base 2.5 discounted; whistle-swallow 10% scenario → 0-1; card-happy 10% → 5-6)
- Reds: 0-1 (~10% from VAR DOGSO review)
- Penalty: 25-35% chance of ≥1 penalty awarded
6. Key Tactical Battles
6.1 Luis Díaz (COL LW) vs Marvin Senaya (GHA RB) — COL wins
Díaz is world-class in 1v1 situations (Liverpool, PL proven). Senaya is a competent RB but not at Díaz's level. This is COL's primary chance-creation channel — expect Díaz to win 3-4 duels, create 1-2 key chances, and draw 1-2 fouls. Senaya will need Sibo/Mensah support to double-team.
6.2 James Rodríguez (COL #10) vs Thomas Partey (GHA DM) — COL wins
James is the creative engine — his vision from the #10 spot unlocks defenses. Partey (Arsenal) is an elite DM but his job is to shield, not to create. James will find pockets of space between GHA's lines. The question is whether James can deliver before his ~60' sub window closes. If James creates in the first hour, COL likely scores. If subbed early, COL's creative ceiling drops.
6.3 Antoine Semenyo (GHA RW) vs Johan Mojica (COL LB) — GHA wins
Semenyo is GHA's most dangerous player — Man City winger, MOTM MD1, relentless pace. Mojica is a decent LB but can be caught high (attacking overlap). If Semenyo exploits the space behind Mojica, GHA's counter threat materializes. This is GHA's most likely goal channel.
6.4 Asare (GHA GK) vs COL's attack — GHA wins (the match-swing)
Asare has 2 clean sheets and an MOTM in 2 starts. He's in confirmed hot form. COL's attack has been wasteful (0 goals from Díaz despite 3 disallowed, Suárez 0 goals in 3 matches, 3 goals disallowed total). If Asare produces another MOTM performance, the draw band widens significantly. F4 hot-GK heroics at 7.5-10% probability (×0.5 confirmed-form calibration from empirical tuning).
6.5 Suárez (COL #9) vs Adjetey/Luckassen (GHA CBs) — EVEN
Suárez is a hold-up #9, not a finisher. Adjetey is GHA's best CB (solid, physical). Luckassen is untested at WC level but has Premier League experience. If Suárez can hold the ball and bring Díaz/James into play, COL's attack functions. If isolated, COL's possession becomes sterile.
6.5. Decision Graph Resolution
⚡ MANDATORY. Independent resolution of doc-5's 6-step decision graph.
Step 0 — WDM Baseline Anchor (§6.6)
Raw Factors:
| Factor | COL | GHA | COL Share | Weight | Weighted COL |
|---|---|---|---|---|---|
| Squad value (€M) | 250 | 242 | 0.508 | 3.0 | 1.524 |
| FIFA rank (inverted) | 88 (~#12) | 42 (~#58) | 0.677 | 1.0 | 0.677 |
| Tournament form (opp-tier weighted PPG) | 2.67 | 1.67 | 0.615 | 1.0 | 0.615 |
| Qualifying form (PPG, estimated) | ~1.9 | ~1.8 | 0.514 | 1.0 | 0.514 |
| GDiff (shifted) | +2 | 0 | 0.545 | 0.5 | 0.273 |
Tournament form computation (R32-2 opponent-tier weighting):
- COL: beat UZB (Tier 3, ×1) 3pts + beat DRC (Tier 3, ×1) 3pts + drew POR (Tier 1, ×2) 1pt = 8 weighted pts / 3 games = 2.67 wPPG
- GHA: beat PAN (Tier 3, ×1) 3pts + drew ENG (Tier 1, ×2) 1pt + lost CRO (Tier 1, ×2) 0pts = 5 weighted pts / 3 games = 1.67 wPPG
FIFA rankings: Estimated from tier classification + squad-value ordering. ⚠️ Not source-confirmed. COL ~#12 (Tier 2, group winners), GHA ~#58 (CAF, best 3rd-place).
Qualifying form: Estimated. CONMEBOL qualifying is extremely tough (BRA, ARG, URU opponents). COL ~1.9 PPG reflects strong qualifying. CAF qualifying groups vary; GHA ~1.8 PPG reflects decent qualifying campaign. ⚠️ Not source-confirmed.
Composite:
- COL score = 1.524 + 0.677 + 0.615 + 0.514 + 0.273 = 3.603
- GHA score = 6.5 − 3.603 = 2.897
- fav_share = 3.603 / 6.5 = 0.554 (COL is the favorite by composite)
Baseline conversion:
- fav_baseline = 28 + (0.554 − 0.50) × 90 = 28 + 4.86 = 32.86 → clamped to 35% (floor)
- Draw: fav_share < 0.60 → 25-30% band → 27%
- Dog: 100 − 35 − 27 = 38%
WDM ANCHOR: COL 35% / Draw 27% / GHA 38%
Step 1 — Group Context
- R32 knockout. Both teams must-win. No draw suffices. No conservation incentive.
- Bracket: Winner faces England (Tier 1) in R16. Both teams have the same R16 reward regardless → no asymmetric bracket incentive.
- Yellow-card caution: 3 COL players (Lucumí, Mojica, Lerma) on 1 yellow = R16 ban risk. 2 GHA players (Yirenkyi, Williams) benched → fewer foul-prone GHA in XI. Expect cautious tackling from all yellow-carded players.
- No must-win urgency asymmetry. Both teams have knockout intensity.
- Step 1 output: need-to-win flag = YES for both. Conservation = 0.
Step 2 — Conservation (Finding 12)
- COL: Lorenzo = aggressive, full-throttle (validated MD2+MD3). Not a defending champion. No milestone chasing (James farewell motivation = plays 90' or subbed for tactical reasons, not conservation). R32 = must-win. F12 = 0%.
- GHA: Queiroz = pragmatic historically, but confirmed 4-3-3 (attacking) for R32. MD3 showed willingness to attack CRO (scored 72'). R32 = must-win. "I only know how to play to win" rhetoric matches confirmed XI. F12 = 0%.
- Step 2 output: Conservation discount = 0% for both.
Step 3 — Weather × Style (Finding 11)
- Conditions: Arrowhead open-air, 29-31°C at KO, 60-70% humidity, feels-like 33-36°C. F11 threshold (>28°C) CROSSED.
- COL (pressing/possession team): Lorenzo presses high. In 28-31°C, pressing degrades by ~60'. BUT COL is heat-acclimatized (3 warm matches, including 30-32°C vs POR where they maintained xG across halves). Pressing degradation is reduced to ~70% effectiveness by 70' — meaning COL still presses but with less intensity.
- GHA (compact 4-3-3): Less pressing-dependent. Compact shape requires less running. BUT GHA is NOT heat-acclimatized (MD3 at 24°C). Their players will fatigue faster in the 70-90' window.
- Net: F11 penalty nearly neutralized for COL by acclimatization. Marginal +1% COL in final 20 minutes as GHA tires. No draw push from heat.
- Step 3 output: Heat = ~0% net effect on probabilities. COL acclim neutralizes the penalty.
Step 4 — Weather × Defense Stack
- Heat + low block + hot GK = draw compound — but GHA is in 4-3-3, NOT 4-1-4-1 deep block. The full compound does NOT fire.
- Asare hot-GK alone (without deep-block compound): Still significant. Asare has 2 clean sheets + 1 MOTM (vs ENG). Confirmed hot form (≥1 MOTM + 2 clean sheets → ×0.5 calibration). Base effect: ~+6% draw / +3% GHA / -3% COL for a pure hot-GK. ×0.5 = +3% draw / +1.5% GHA / -1.5% COL.
- Partial double-count with WDM: GHA's tournament form (1.67 wPPG) already includes the ENG 0-0 with Asare MOTM. Reduce Asare adjustment by ~50%: +2% draw / +1% GHA / -1% COL.
- Step 4 output: +2% draw, +1% GHA, -1% COL.
Step 5 — Temperament
- Lorenzo: Aggressive, validated MD2 (full-throttle vs DRC despite 1-0 lead) and MD3 (pressed for win vs POR despite draw sufficing). High discipline (5 yellows in 3 matches). No temperament discount.
- Queiroz: Pragmatic by instinct, but R32 XI confirms 4-3-3 attack. Queiroz's 24 fouls vs ENG show he CAN park the bus, but he's chosen not to here. No temperament discount.
- Game-plan executability: Both teams can execute their plans. COL's high press works when their wide players create overloads. GHA's counter works when Semenyo/Sulemana get behind COL's high line.
- Step 5 output: No temperament adjustment.
Step 6 — Synthesis
Starting from WDM anchor: COL 35% / Draw 27% / GHA 38%
| Adjustment | COL | Draw | GHA | Rationale |
|---|---|---|---|---|
| WDM anchor (base) | 35% | 27% | 38% | fav_share 0.554, clamped to 35% |
| F11 heat (acclim neutralized) | 0 | 0 | 0 | COL handles conditions; GHA slight fatigue at 70' but net zero |
| F4 Asare hot-GK (×0.5, reduced) | -1% | +2% | +1% | Confirmed form, but partial WDM double-count + 4-3-3 not deep block |
| GHA 4-3-3 (more open than 4-1-4-1) | +1% | -2% | +1% | Fewer 0-0s, more open game = more goals both ways |
| COL tactical edge (×1.75 momentum) | +4% | -2% | -2% | James+Díaz quality >> GHA midfield; momentum ×1.75 amplifies |
| GHA counter threat (Semenyo/Sulemana) | -1% | -1% | +2% | Pace can punish COL's high line |
| COL bench depth (Quintero/Córdoba/Cucho) | +2% | -1% | -1% | Superior impact subs for chasing favorite |
| Sterile domination (partial, ×2.0) | -1% | +1% | 0 | Suárez 0 goals; but COL scores from wide (Muñoz 2G) |
| NET adjustment | +4% | -3% | -1% | |
| ADJUSTED | 39% | 24% | 37% |
Draw-band check: 24% is below the R32-4 floor of 25% for fav_share < 0.60. Push draw up to 25%, reduce COL and GHA by 0.5% each:
FINAL 90': COL 38% / Draw 25% / GHA 37% → sum = 100% ✓
Deviation cap check (R32-1): fav_share = 0.554 < 0.65. Max positive deviation from WDM anchor = +5pt. COL 38% vs WDM 35% = +3pt deviation. Within cap. ✓
7K. Knockout Prediction
Draw band tier (R32-4): fav_share 0.554 < 0.60 → draw = 25-30% → using 25%.
90-Minute (Regulation) Outcome
| Outcome | Probability | Rationale |
|---|---|---|
| COL win in 90' | 38% | WDM 35% + tactical edge +3pt, within R32-1 cap. James/Díaz/Muñoz quality. Heat-acclim neutralizes F11. |
| Draw at 90' | 25% | Hot GK Asare (×0.5 confirmed) + near-equal quality + R32 draw band. GHA 4-3-3 limits full bus compound. |
| GHA win in 90' | 37% | Counter threat (Semenyo/Sulemana) + Asare suppressing COL. WDM baseline already gives GHA 38% before adjustments. |
Extra Time (conditional on draw at 90' → sums to 100%)
| Outcome | Cond. % | Rationale |
|---|---|---|
| COL win in ET | 38% | COL bench is superior: Córdoba (finisher), Cucho (pace), Quintero (creator). GHA's legs go in 28-31°C after 90'. |
| Draw after ET → pens | 38% | Asare factor pushes toward shootout. Both teams conserving energy for pens in 28-31°C conditions. |
| GHA win in ET | 24% | GHA can counter tired COL legs (Williams sub impact), but less likely as fatigue mounts equally. |
Penalty Shootout (conditional on pens reached)
| Outcome | Cond. % | Rationale |
|---|---|---|
| COL win on pens | 52% | James (elite pen taker, ice-vein temperament), Lerma, Díaz reliable. Vargas solid but no prior WC shootout history. |
| GHA win on pens | 48% | Partey (Arsenal, reliable), Ayew (experienced). Asare is hot but has no WC shootout pedigree. |
Advance Probability (unconditional — showing the math)
| Team | Advance % | Calculation |
|---|---|---|
| COL | 52% | 38% + 25%×38% + 25%×38%×52% = 38% + 9.5% + 4.9% = 52.4% |
| GHA | 48% | 37% + 25%×24% + 25%×38%×48% = 37% + 6.0% + 4.6% = 47.6% |
Scoreline Distribution (90' only)
| Score | Probability | Scenario |
|---|---|---|
| COL 1-0 | 20% | Modal: COL tactical edge, single goal from James/Muñoz/Díaz, Asare keeps GHA to 0. |
| 1-1 | 16% | Both score; GHA counters or set pieces. Most common draw scoreline. |
| GHA 1-0 | 13% | GHA counter or set piece; COL fails to convert possession into goals. |
| COL 2-1 | 10% | COL breaks through, GHA equalizes briefly, COL finds winner (bench impact). |
| 0-0 | 8% | Asare heroics + COL sterile domination (Suárez 0 goals, James subbed early). |
| GHA 2-1 | 6% | GHA scores twice via counters/pen; COL pushes but can't overcome deficit. |
Sum: 20+16+13+10+8+6 = 73%. Other: 27% (low-probability scorelines: 2-0, 2-2, 3-1, 3-0, 0-2, etc.)
Modal Match Path
COL 1-0 at 90' (20%) — the single most likely complete path. COL scores once (likely from James creativity or Muñoz overlap) in the first 60 minutes while James is on the pitch, then defends with Asare keeping GHA at bay. The 1-goal margin is typical for a close R32 between near-equals. Probability of this complete path: 20%.
8. Who Scores
Colombia
| Rank | Player | Position | Probability | Rationale |
|---|---|---|---|---|
| 1 | James Rodríguez | AM / #10 | 15% | Elite creator + set-piece specialist. 6G in 11 WC career. Primary chance creator. F10: also a major assist candidate. Sub risk ~60' (heat + age) reduces window. Milestone farewell motivation = minutes guaranteed, not goals. |
| 2 | Luis Díaz | LW | 14% | World-class winger, 0 goals but 3 disallowed. Gets into positions. 5 shots vs DRC. Direct, relentless. Due for a bounce (offside luck has been cruel). |
| 3 | Daniel Muñoz | RB | 12% | COL's top scorer: 2 goals in 3 matches! From overlapping RB position. Set-piece threat in the box. Not a traditional scorer but proven. F6 CB-set-piece applies to all COL players. |
| 4 | Luis Javier Suárez | ST | 9% | Hold-up #9, 0 goals in 3 matches. Sub risk >30% by 60' if no goal. CB set-piece F6: ~5% from headers. Not a finisher — lower probability reflects conversion concerns. |
| 5 | Jefferson Lerma | DM | 5% | Late-arriving runner / deep-lying midfielder. F19: include at ~5-8% in low-event coin-flips. Long-range threat. |
Ghana
| Rank | Player | Position | Probability | Rationale |
|---|---|---|---|---|
| 1 | Antoine Semenyo | RW | 15% | GHA's most dangerous attacker. Man City winger. MOTM MD1 (90+5' winner vs PAN). Pace + directness. Primary counter threat. F10: star-as-creator — also a major assist candidate. |
| 2 | Jordan Ayew | ST (c) | 11% | 122 caps, experienced set-piece threat. F16 age-decline (34yo): apply ~5pt discount from baseline ~16%. Sub risk >50% by 60'. Headers from set pieces (F6 CB-set-piece analog: ~5%). Creator profile — may assist Semenyo rather than score. |
| 3 | Kamaldeen Sulemana | LW | 9% | Promoted from bench for R32. Pace + dribbling. Can punish COL's high line. First R32 start — lower probability reflects uncertainty. |
| 4 | Thomas Partey | DM | 6% | Arsenal DM, long-range shooting threat. F19: deep-arriving midfielder in low-event match. Has the quality to score from 20+ yards. |
| 5 | Iñaki Williams | SUB (ST/RW) | 5% | Big-impact sub (benched, will come on at 60-70'). Pace + pressing vs tired COL legs. F18 bench impact for chasing team. Scored at 2022 WC. |
| 6 | Jonas Adjetey | CB | 4% | F6: CB set-piece scoring from corners. GHA's best CB, aerial threat. Scored in AFCON qualifying. |
9. Match Flow Projection
| Timeframe | Expected Pattern |
|---|---|
| 0-20' | Cautious opening — 6 players on yellow-card risk (R16 ban if booked). Both teams probe without over-committing. Turpin likely allows physical early duels. Possession: COL 55-60%. |
| 20-45' | Game opens up. COL's James starts finding pockets between GHA's lines. Muñoz overlaps on the right. GHA's Semenyo gets his first isolation vs Mojica. First major chance likely here — COL corner or James through-ball. |
| HT | Scoreline: 0-0 (40%) or COL 1-0 (35%). If 0-0, James sub risk rises. If COL leads, GHA must open up (Queiroz won't park at 0-1 in R32). |
| 45-60' | Decision window. James creates if still on pitch (subbed ~58'). If COL hasn't scored by 55', Lorenzo may make early offensive sub (Quintero or Córdoba). GHA counter threat peaks here as COL pushes forward. Heat starts affecting both teams at ~55'. |
| 60-75' | Substitution window. James likely off for Quintero (~60'). Suárez risk: subbed for Córdoba if no goal. GHA: Williams comes on for Sulemana or Ayew (impact subs). Game becomes more open — both teams fresher in key positions but fatigued in others. |
| 75-90' | Late explosion possible. If level, both teams push for winner. COL's bench (Quintero, Córdoba, Cucho) has more creative options. GHA's Asare becomes the decisive factor — one save could force ET. Heat + fatigue → set-piece goals more likely. Expect 1-2 goals in this window. |
Predicted possession: COL 57% (±8% — F8 possession-direction confidence ~60%, not 80%). GHA's 4-3-3 is more possession-involved than their 4-1-4-1 MD2 shape (21% possession). Expect 40-45% GHA possession — not as extreme as the ENG game.
10. Methodology Notes
Findings applied:
- F1 (draw epidemic): 25% draw band calibrated for near-equal R32.
- F4 (hot GK): Asare confirmed form ×0.5 → +2% draw, +1% GHA.
- F7 (whistle-swallow): Turpin IFFHS-top elite → 10% scenario of 0-1 yellows.
- F8 (possession flip): Direction modeled at ~60% confidence.
- F9 (attack gutted): NOT triggered. Neither team loses 2+ of {creator, striker, GK}. COL clean; GHA lost Kudus (main creator) but this is a single-absence = −3 to −5pt (rule #13), NOT the 25-30pt gutting.
- F10 (star-as-creator): James and Semenyo modeled as assist candidates, not just scorers.
- F11 (weather × style): Heat threshold crossed but COL acclim neutralizes. Net ~0%.
- F12 (conservation): 0% for both. R32 must-win, aggressive managers, no defending-champion discount.
- F13/F17 (sterile domination): Partial flag on COL (Suárez 0 goals). Mitigated by wide scoring (Muñoz 2G). -1% COL, +1% draw.
- F15 (penalty band): Turpin 0.40 → 25-35% band (NOT a verdict).
- F16 (age-decline scorer): Ayew 34yo → ~5pt discount.
- F18 (bench impact): COL bench weighted higher (chasing favorite at 70+').
- F19 (late-arriving CM): Lerma (COL) and Partey (GHA) at 5-6% each.
- F22 (blowout exclusion): GHA NOT deep low block with veteran GK in 4-3-3. Blowout exclusion does NOT fire — but GHA has no proven #9 finisher, and Suárez has 0 goals. No 4+ margin scenario weighted above 5%.
- R32-1 (deviation cap): fav_share 0.554 < 0.65 → max +5pt from WDM. COL 38% = +3pt. ✓
- R32-2 (opponent-tier form): COL 2.67 vs GHA 1.67 wPPG. Applied.
- R32-3 (CONMEBOL reactive): GHA is NOT CONMEBOL reactive block. Not applicable.
- R32-4 (draw band tiering): fav_share < 0.60 → 25-30% band. Using 25%.
- Empirical calibration ×1.75 momentum: Applied to COL tactical-edge adjustment (+4% instead of raw +3%).
- Empirical calibration ×2.0 sterile domination: Applied (but reduced for partial fire).
- Empirical calibration ×0.5 hot GK: Applied (confirmed form for Asare: 2 clean sheets + 1 MOTM).
Gaps/flags:
- ⚠️ No match-day NWS weather forecast archived. weather/ directory is empty. Analysis uses NOAA 30-year normals (29-31°C at KO). Actual conditions may differ.
- ⚠️ FIFA rankings estimated (COL ~#12, GHA ~#58). No explicit ranking source in archive. WDM computation uses these estimates — if actual rankings differ significantly, the WDM anchor shifts.
- ⚠️ Qualifying PPG estimated (COL ~1.9, GHA ~1.8). No explicit qualifying data in archive. WDM factor is low-sensitivity (weight 1.0, nearly neutral share).
- ⚠️ No H2H data. First-ever competitive meeting. No patterns to anchor.
Pre-match analysis. No betting odds used. Sources: sources/matches/col-vs-gha/ (scout, team-news-col, team-news-gha, referee, lineups, INJURY-DISRUPTION-REPORT), sources/reference/teams/col.md, sources/reference/teams/gha.md, sources/reference/referees/turpin.md, sources/reference/venues/kansas-city.md, experiments/squad-values.json, backlog/docs/doc-1, doc-5, predictions-summary.md. Source archive: sources/matches/col-vs-gha/*
[match]
code = "col-vs-gha"
date = "2026-07-04"
kickoff_cest = "03:30"
group = "R32"
venue = "kansas-city"
referee = "turpin"
is_knockout = true
[win_probability]
favorite = "Colombia"
win = 38
draw = 25
loss = 37
[knockout]
win_et = 38
draw_et = 38
loss_et = 24
pen_win = 52
advance_a = 52
advance_b = 48
[scorelines]
"1-0" = 20
"1-1" = 16
"0-1" = 13
"2-1" = 10
"0-0" = 8
"1-2" = 6
[who_scores]
team_a_1 = { player = "James Rodríguez", probability = 15 }
team_b_1 = { player = "Antoine Semenyo", probability = 15 }
[calibration]
conservation_discount = 0
finding_13_fires = true
finding_16_age_decline = "Jordan Ayew"
penalty_band = "25-35%"
projected_xg = 1.4
[predicted_stats]
favorite_possession = 57
yellow_cards = "2-4"
red_cards = 0
penalty_chance = "25-35%"