Model vs market
our call = 20% model + 80% market hereThe raw Elo+Poisson model can't see squad quality and is mis-scaled across confederations, so on lopsided matchups it disagrees sharply with a deep multi-book market. We publish a blend, and trust the model less the more it disagrees — so the model's share above is lower for the games where it strays furthest. The divergence tracker shows the raw gaps.
| 1X2 | Ghana | Draw | Panama |
|---|---|---|---|
| Raw model | 22.8% | 27.5% | 49.7% |
| Market (de-vig) | 47.0% | 27.3% | 25.7% |
| Our call | 42.2% | 27.4% | 30.5% |
Asian markets
model probabilities · derived from the score matrixHandicaps from Ghana's side (−0.5 = must win outright; +0.5 = covers unless they lose). Half-lines can't push; whole lines can. No AH odds sourced yet, so these are probabilities, not edges.
| Handicap | Ghana | Push | Panama |
|---|---|---|---|
| -1.5 | 8.4% | — | 91.6% |
| -1 | 8.4% | 14.3% | 77.3% |
| -0.5 | 22.8% | — | 77.3% |
| 0 | 22.8% | 27.5% | 49.7% |
| +0.5 | 50.3% | — | 49.7% |
| +1 | 50.3% | 23.4% | 26.4% |
| +1.5 | 73.6% | — | 26.4% |
| Total | Over | Under |
|---|---|---|
| 1.5 | 73.2% | 26.8% |
| 2.5 | 46.7% | 53.3% |
| 3.5 | 25.1% | 74.9% |
More markets
model probabilities · derived from the score matrixDouble chance, Draw-No-Bet and the likeliest exact scores, summed from the same Dixon-Coles scoreline distribution as the 1X2 numbers. No odds sourced for these, so they're probabilities, not edges.
| Double chance | Prob |
|---|---|
| Ghana or Draw | 50.3% |
| Draw or Panama | 77.3% |
| Ghana or Panama (no draw) | 72.5% |
| DNB — Ghana | 31.4% |
| DNB — Panama | 68.6% |
| Likeliest score | Prob |
|---|---|
| 1–1 | 13.1% |
| 0–1 | 11.2% |
| 0–2 | 9.6% |
| 1–2 | 9.4% |
| 0–0 | 8.9% |
| 1–0 | 6.7% |
Bookmaker odds
line-shopping · 34 books · as ofAll 34 bookmakersline-shopping · best price marked ★
| Bookmaker | Ghana | Draw | Panama | Over 2.5 | Under 2.5 |
|---|---|---|---|---|---|
| Best available | 2.14 (best price) | 3.64 (best price) | 4.00 (best price) | 2.25 (best price) | 1.67 (best price) |
| 1xBet | 2.07 | 3.64 (best price) | 3.71 | 2.25 (best price) | 1.66 |
| 888sport | 1.95 | 3.30 | 3.50 | — | — |
| BetAnything | 2.04 | 3.50 | 3.60 | — | — |
| Betclic (FR) | 1.96 | 3.42 | 3.63 | — | — |
| Betfair | 2.14 (best price) | 3.60 | 3.85 | — | — |
| Betfair | 2.14 (best price) | 3.60 | 3.85 | — | — |
| Betfred (UK) | 2.00 | 3.30 | 3.50 | — | — |
| BetOnline.ag | 2.05 | 3.57 | 3.75 | — | — |
| Betway | 2.00 | 3.40 | 3.40 | — | — |
| BoyleSports | 2.00 | 3.30 | 3.60 | — | — |
| Casumo | 2.12 | 3.35 | 3.60 | 2.12 | 1.64 |
| Codere (IT) | 2.03 | 3.50 | 3.70 | 2.11 | 1.62 |
| Coolbet | 2.05 | 3.40 | 4.00 (best price) | — | — |
| Coral | 2.00 | 3.40 | 3.75 | — | — |
| Everygame | 2.05 | 3.50 | 3.60 | — | — |
| Grosvenor | 2.08 | 3.30 | 3.55 | 2.16 | 1.66 |
| GTbets | 2.00 | 3.61 | 3.66 | 2.17 | 1.67 (best price) |
| Ladbrokes | 2.00 | 3.30 | 3.75 | — | — |
| LeoVegas | 2.12 | 3.35 | 3.60 | 2.12 | 1.64 |
| LeoVegas (SE) | 2.12 | 3.35 | 3.60 | — | — |
| Marathon Bet | 2.05 | 3.64 (best price) | 3.72 | — | — |
| MyBookie.ag | 1.99 | 3.36 | 3.60 | 2.13 | 1.64 |
| Paddy Power | 2.00 | 3.40 | 3.60 | — | — |
| Pinnacle | 2.07 | 3.59 | 3.66 | — | — |
| PMU (FR) | 2.12 | 3.35 | 3.60 | 2.05 | 1.57 |
| Sky Bet | 2.05 | 3.30 | 3.60 | — | — |
| Smarkets | 2.12 | 3.60 | 3.85 | — | — |
| Unibet (FR) | 1.99 | 3.50 | 3.70 | — | — |
| Unibet (NL) | 2.14 (best price) | 3.40 | 3.65 | 2.12 | 1.64 |
| Unibet (SE) | 2.12 | 3.40 | 3.65 | 2.12 | 1.64 |
| Unibet (UK) | 2.00 | 3.40 | 3.60 | — | — |
| William Hill | 1.95 | 3.30 | 3.50 | 2.15 | 1.65 |
| Winamax (DE) | 1.98 | 3.60 | 3.50 | — | — |
| Winamax (FR) | 1.94 | 3.55 | 3.45 | — | — |
Analysis
The model's biggest name-vs-rating clash: it rates Panama clearly above Ghana. The public will not.
Group L’s second Day 7 opener at BMO Field in Toronto. This is the match where the model and the public part ways most sharply in the whole matchday-1 set.
Ghana carry the brand — four AFCON titles, the 2010 quarter-final, the Black Stars name. But the Elo (1538) is the lowest of any traditional African power in the field, and it is not an accident. The cycle has been one long transition: the Ayew-era spine has aged out, the Kudus-led young core is talented but unproven as a unit, and the defence has leaked in qualifying and at recent AFCONs. The rating reflects results, not reputation.
Panama are the quiet riser. Years of CONCACAF investment have turned them from a one-tournament novelty (2018) into a side that genuinely competes in the region — they push the USA and Mexico and rarely get blown out. The Elo (1663) is 124 points above Ghana, and the model trusts it: organised, physical, disciplined defensively, dangerous on set pieces. This is not a flukey number.
Model view. Panama 61% / 23% / 16% (away/draw/home), xG 0.78–1.77, BTTS 45%, Under 2.5 53%. The model makes Panama a clear favourite on the road against a “bigger” name.
Betting angle. This is the spot where the market and the model collide. The book will anchor on Ghana’s reputation and likely price the two close to even, or even make Ghana the favourite. The model says that is backwards.
- Panama ML at anything 1.90+ — model fair is ~1.64; if the name bias pushes the price up, this is the value of the matchday
- Panama -0.5 AH = the straight win, 61%, fair ~1.64
- Under 2.5 at 1.95+ — two cautious, defence-first sides; model 53%, and neither attack is fluent
Avoid: Ghana ML on reputation (only ~16%), Ghana -0.5 / to-win-the-group narratives, BTTS yes at short prices (model 45%).
This is the model’s headline name-fade of the group stage. If the price reflects Ghana’s history rather than Ghana’s form, backing Panama is the cleanest disagreement-with-the-public bet on the board. Verify the squad-quality read first — but the rating gap is large enough that it would take a lot of intangibles to close it.
Verify before betting
- Ghana's generational reset — is this the Kudus-led young core or a transitional squad?
- Panama's CONCACAF qualifying form — they have quietly become a hard out
- Toronto turf vs grass — temporary pitch surface can blunt a technical side
- Ghana's defensive personnel — the back line has been the recurring weak point
Team news
Ghana · PanamaNo recent news mentioning Ghana or Panama.
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