2026 FIFA World Cup · 终极预测报告

ELO + Poisson + 12 因子综合模型 · 10,000 次蒙特卡洛模拟 · 2026-06-28 13:22 UTC
模型冠军
Spain
概率 12.2%
2022回测准确率
47%
小组头名预测 (随机25%)
已赛确认
8 / 80
实时ELO更新
数据源
FIFA + Wiki
ELO · Poisson · MC

实时比分 · Live Scoreboard

自动刷新 · 每1秒 (实时)
当前无进行中比赛

已赛结果确认

8场小组赛已完赛。ELO评分已自动更新 (K=60 世界杯权重)。绿色左侧边框 = 已赛确认

主队比分客队ELO变化
AMexico2-0South Africa+11 / -11
ASouth Korea2-1Czech Republic+22 / -22
BCanada1-1Bosnia and Herzegovina-9 / +9
BQatar1-1Switzerland+19 / -19
CBrazil1-1Morocco+5 / -5
CHaiti0-1Scotland-16 / +16
DUSA4-1Paraguay+15 / -15
DAustralia2-0Turkey+30 / -30

夺冠概率 Top 20(蒙特卡洛 10,000 次模拟)

ELO评分 + Poisson进球模型 · 已赛ELO已更新 · 含加时+点球决胜 · 数据截至 2026-06-28 13:22 UTC

#球队夺冠概率条小组出线小组第1级别ELO
1Spain12.2% ↑0.2
12.2%
91.4% ↓0.969.1%T12235
2France10.9% ↓0.2
10.9%
87.4% ↓0.664.2%T12209
3Brazil10.5% ↓0.4
10.5%
78.1% ↑0.443.6%T12035
4Argentina9.2% ↓0.4
9.2%
88.2% ↓0.365.9%T12219
5England9.1% ↑0.2
9.1%
88.4% ↓0.464.5%T12180
6Germany8.4% ↑1.0
8.4%
88.6% ↓0.467.2%T12031
7Netherlands6.8% ↑0.2
6.8%
78.1% ↑0.652.4%T12069
8Morocco6.0% ↓0.5
6.0%
72.5% ↓0.435.7%T12080
9Portugal4.7% ↓0.2
4.7%
84.1% ↓0.158.3%T12077
10Turkey3.6% ↓0.1
3.6%
35.1%7.7%T21754
11Belgium3.2% ↓0.1
3.2%
81.0% ↑0.154.1%T12042
12USA1.5%
1.5%
79.7% ↑0.452.4%T21928
13Switzerland1.3% ↑0.2
1.3%
64.0% ↓0.737.4%T21906
14Mexico1.2% ↑0.1
1.2%
80.6% ↓1.850.8%T21945
15Croatia1.0%
1.0%
63.2% ↓0.423.6%T22024
16Uruguay1.0%
1.0%
66.5% ↑0.122.3%T11932
17Senegal1.0% ↑0.1
1.0%
52.1% ↑1.117.2%T21972
18Japan1.0%
1.0%
52.5% ↑1.123.3%T21940
19Norway0.9% ↓0.1
0.9%
49.9%16.6%T21802
20Colombia0.9% ↑0.1
0.9%
66.1% ↑0.928.1%T21966

12 因子场外因素综合(场外维度)

#因子权重主要受益者主要受损者影响描述
1定位球威胁5%英格兰/德国/荷兰西班牙/日本英格兰定位球转化28%碾压级
2点球大战历史3%德国/阿根廷/克罗地亚英格兰/西班牙/荷兰英格兰1-4(20%) VS 德国5-1(83%)
3高原效应3%墨西哥南非/捷克Azteca 2250m氧气少23%
4休息日不对称4%G/H/I组J/K/L组J/K/L组R32前仅2天恢复
5球迷基数3%墨西哥/美国亚洲/非洲3700万墨裔在美,半个主场
6黄牌/红牌风险2%墨西哥墨西哥首场3红,淘汰赛隐患
7板凳深度5%法国/英格兰/西班牙挪威/摩洛哥加时赛后差距指数级放大
8Plan B战术3%法国/阿根廷西班牙/摩洛哥西班牙只会Tiki-taka,控不住就崩
9VAR点球倾向2%英格兰/阿根廷凯恩92%点球率=基本每场1球
10球场宽度1%巴西(边锋)AT&T 72m极宽→巴西边锋起飞
11疲劳指数3%阿根廷(梅西仅2800min)英格兰(贝林4800+)贝林厄姆赛季近5000分钟→决赛堪忧
12历史克制关系2%法国(对巴西)巴西(对法国)巴西"恐法症"1998/2006连败

夺冠赔率共识(多平台综合)

来源:Bet365 / William Hill / Pinnacle / Betfair / OddsPortal — 各平台权重不超过12%

排名球队综合赔率隐含概率趋势
1西班牙5.5018.2%
2法国5.7517.4%
3阿根廷6.5015.4%
4英格兰7.0014.3%
5巴西7.5013.3%
6葡萄牙11.009.1%
7德国12.008.3%
8荷兰17.005.9%
9摩洛哥21.004.8%
10比利时26.003.8%

多源数据聚合 · 综合信心指数

6大数据源 · 每源权重≤12% · 赔率30% + 社媒25% + 球迷社区25% + 专家20% · 数据截至 2026-06-28 13:22 UTC

#球队综合指数赔率信心社媒情绪球迷热度专家评级趋势
1Argentina
0.805 ↑0.297
0.830.750.880.75
2France
0.783 ↑0.336
0.850.680.750.85
3Spain
0.779 ↑0.636
0.720.720.810.90
4England
0.696 ↓0.359
0.710.650.760.65
5Brazil
0.611 ↓0.561
0.490.700.710.55
6Portugal
0.551 ↑0.227
0.490.620.670.40
7Netherlands
0.445 ↓0.192
0.380.550.580.25
8Germany
0.433 ↑0.154
0.210.580.620.35
9Morocco
0.343 ↓0.750
0.000.600.650.15
10USA
0.309 ↓1.241
0.000.520.680.05
11Mexico
0.306 ↓0.184
0.000.550.630.05
12Japan
0.282 ↓0.158
0.000.500.590.05
13Uruguay
0.269
0.000.500.540.05
14South Korea
0.267 ↓0.015
0.000.480.550.05
15Belgium
0.261 ↑0.118
0.000.480.480.10
16Sweden
0.260
0.000.500.500.05
17Egypt
0.260
0.000.500.500.05
18Algeria
0.260
0.000.500.500.05
19Canada
0.260 ↓0.336
0.000.500.500.05
20Ivory Coast
0.260
0.000.500.500.05

数据源: Bet365/William Hill/Pinnacle/Betfair | Twitter/Reddit/Weibo/虎扑/懂球帝 | BBC/Guardian/ESPN/L'Equipe/Gazzetta/The Athletic/Kicker/Marca

预测夺冠路径(蒙特卡洛最高概率路径)

基于 10,000 次蒙特卡洛模拟的最可能淘汰赛路径。金色 = 胜者晋级,数字 = 晋级概率。

R32
Mexico68%
Morocco32%
Switzerland37%
Australia63%
Brazil16%
Ivory Coast84%
USA52%
Japan48%
Germany24%
South Korea76%
Netherlands10%
Qatar90%
Belgium40%
Senegal60%
Spain8%
Austria92%
France20%
Colombia80%
Argentina25%
Croatia75%
Portugal14%
Egypt86%
England19%
Uruguay81%
R16
Morocco27%
Switzerland73%
Brazil37%
Japan63%
Germany55%
Netherlands45%
Belgium75%
Spain25%
France52%
Argentina48%
Portugal64%
England36%
QF
Morocco44%
Brazil56%
Netherlands50%
Netherlands50%
Spain48%
Argentina52%
England50%
England50%
SF
Morocco48%
Netherlands52%
Spain42%
England58%
FINAL
Morocco71%
Spain29%
CHAMPION
Spain

淘汰赛预测 (R32 → 冠军)

基于蒙特卡洛模拟的每轮对阵预测。绿色 = 主队胜率,蓝色 = 客队胜率。🏆 = 预测晋级。

轮次主队主胜概率客胜概率客队
R32Mexico
68%
vs
32%
Morocco 🏆
R32Switzerland 🏆
37%
vs
63%
Australia
R32Brazil 🏆
16%
vs
84%
Ivory Coast
R32USA
52%
vs
48%
Japan 🏆
R32Germany 🏆
24%
vs
76%
South Korea
R32Netherlands 🏆
10%
vs
90%
Qatar
R32Belgium 🏆
40%
vs
60%
Senegal
R32Spain 🏆
8%
vs
92%
Austria
R32France 🏆
20%
vs
80%
Colombia
R32Argentina 🏆
25%
vs
75%
Croatia
R32Portugal 🏆
14%
vs
86%
Egypt
R32England 🏆
19%
vs
81%
Uruguay
R16Morocco 🏆
27%
vs
73%
Switzerland
R16Brazil 🏆
37%
vs
63%
Japan
R16Germany
55%
vs
45%
Netherlands 🏆
R16Belgium
75%
vs
25%
Spain 🏆
R16France
52%
vs
48%
Argentina 🏆
R16Portugal
64%
vs
36%
England 🏆
QFMorocco 🏆
44%
vs
56%
Brazil
QFNetherlands 🏆
50%
vs
50%
Netherlands 🏆
QFSpain 🏆
48%
vs
52%
Argentina
QFEngland 🏆
50%
vs
50%
England 🏆
SFMorocco 🏆
48%
vs
52%
Netherlands
SFSpain 🏆
42%
vs
58%
England

小组出线概率一览

基于蒙特卡洛 10,000 次模拟。前两名直接晋级,最佳8个第3名晋级。金色 = 小组头名热门,银灰 = 小组第二热门。

Group A

#TeamAdv1st
1Mexico ↓1.8
81%
51%
2South Korea ↓0.4
78%
41%
3Czech Republic ↑1.9
28%
6%
4South Africa ↑0.3
14%
2%

Group B

#TeamAdv1st
1Switzerland ↓0.7
64%
37%
2Qatar ↓0.5
54%
25%
3Bosnia and Herzegovina ↑1.7
41%
19%
4Canada ↓0.6
41%
19%

Group C

#TeamAdv1st
1Brazil ↑0.4
78%
44%
2Morocco ↓0.4
73%
36%
3Scotland ↑0.5
47%
19%
4Haiti ↓0.5
3%
1%

Group D

#TeamAdv1st
1USA ↑0.4
80%
52%
2Australia ↓0.7
78%
39%
3Turkey
35%
8%
4Paraguay ↑0.3
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.4
89%
67%
2Ivory Coast ↓1.5
56%
19%
3Ecuador ↑1.4
37%
10%
4Curaçao ↑0.5
19%
4%

Group F

#TeamAdv1st
1Netherlands ↑0.6
78%
52%
2Japan ↑1.1
52%
23%
3Sweden ↓1.8
36%
12%
4Tunisia
33%
12%

Group G

#TeamAdv1st
1Belgium ↑0.1
81%
54%
2Egypt ↑0.1
54%
22%
3Iran ↓1.1
51%
20%
4New Zealand ↑1.0
15%
4%

Group H

#TeamAdv1st
1Spain ↓0.9
91%
69%
2Uruguay ↑0.1
66%
22%
3Cape Verde
28%
6%
4Saudi Arabia ↑0.8
14%
2%

Group I

#TeamAdv1st
1France ↓0.6
87%
64%
2Senegal ↑1.1
52%
17%
3Norway
50%
17%
4Iraq ↓0.5
11%
2%

Group J

#TeamAdv1st
1Argentina ↓0.3
88%
66%
2Austria ↑1.0
57%
19%
3Algeria ↑0.2
40%
12%
4Jordan ↓0.9
15%
3%

Group K

#TeamAdv1st
1Portugal ↓0.1
84%
58%
2Colombia ↑0.9
66%
28%
3Uzbekistan ↓0.2
25%
7%
4DR Congo ↓0.6
25%
7%

Group L

#TeamAdv1st
1England ↓0.4
88%
64%
2Croatia ↓0.4
63%
24%
3Ghana ↑0.8
28%
7%
4Panama
20%
5%

小组赛 72 场完整预测

含 xG / 半场比分 / 全场比分 / 黄红牌 / 角球 / 犯规 / 射门(射正) / 控球率 / 越位 · 已赛以CF标记 · 绿色边框=确认

日期主队客队xGHTFT黄牌红牌角球犯规射门(射正)控球越位
A2026-06-12MexicoSouth Korea2.16-1.320-10-11+10+092622(8)52.8-47.24
A2026-06-12South AfricaCzech Republic1.39-1.790-00-23+30+0163026(10)48.7-51.31
A2026-06-18MexicoCzech Republic2.04-1.191-13-11+10+0112332(11)56.2-43.84
A2026-06-18South KoreaSouth Africa2.02-1.431-22-26+70+062922(8)54.7-45.33
A2026-06-24MexicoSouth Africa2.11-1.05CF2-04+30+062424(9)57.5-42.52
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-12+20+0141024(9)53.4-46.63
B2026-06-12SwitzerlandCanada1.72-1.311-03-21+10+0111814(5)54.2-45.82
B2026-06-12QatarBosnia and Herzegovina1.43-1.211-02-00+10+092723(9)50.9-49.14
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.470-11-21+10+0123132(11)56.5-43.56
B2026-06-18CanadaQatar1.27-1.120-00-13+30+082118(6)51.4-48.62
B2026-06-24SwitzerlandQatar1.49-1.27CF1-13+40+072324(9)55.6-44.44
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-14+40+092118(6)52.4-47.64
C2026-06-12BrazilMorocco2.19-1.91CF1-12+30+0131638(14)50.4-49.65
C2026-06-12ScotlandHaiti1.81-1.18CF1-00+10+0152026(9)56.4-43.62
C2026-06-18BrazilScotland2.42-1.310-22-43+30+0112430(10)57.2-42.83
C2026-06-18MoroccoHaiti2.64-1.071-03-13+30+0102228(10)63.2-36.81
C2026-06-24BrazilHaiti2.75-0.970-00-02+20+073117(6)63.6-36.41
C2026-06-24MoroccoScotland2.33-1.440-03-15+50+063128(10)56.9-43.11
D2026-06-12USAParaguay2.14-0.91CF4-10+00+0121819(6)55.6-44.41
D2026-06-12AustraliaTurkey1.13-1.94CF2-03+30+082928(10)51.2-48.85
D2026-06-18USAAustralia2.09-1.250-02-04+40+1112923(8)53.2-46.81
D2026-06-18ParaguayTurkey0.82-1.970-11-12+20+022522(8)48.8-51.20
D2026-06-24USATurkey1.41-1.391-01-03+40+0112828(10)54.4-45.63
D2026-06-24ParaguayAustralia1.25-1.740-11-12+20+082022(8)47.6-52.46
E2026-06-12GermanyEcuador2.54-1.190-02-13+30+072725(9)57.6-42.40
E2026-06-12Ivory CoastCuraçao2.23-1.313-04-22+20+0113530(11)54.2-45.83
E2026-06-18GermanyIvory Coast2.67-1.580-10-12+20+0142627(10)58.6-41.43
E2026-06-18EcuadorCuraçao1.68-1.241-02-02+10+063225(9)55.3-44.70
E2026-06-24GermanyCuraçao3.21-1.110-00-31+20+082737(13)62.9-37.13
E2026-06-24EcuadorIvory Coast1.40-1.770-00-02+10+081725(9)51.1-48.92
F2026-06-12NetherlandsJapan2.46-1.732-14-42+20+0101537(13)53.5-46.51
F2026-06-12SwedenTunisia1.17-1.140-00-10+10+092217(6)49.6-50.43
F2026-06-18NetherlandsSweden1.67-0.951-02-00+10+082519(7)59.3-40.72
F2026-06-18JapanTunisia2.13-1.681-21-31+10+091827(10)55.4-44.64
F2026-06-24NetherlandsTunisia2.72-1.500-02-03+30+0102029(10)58.9-41.11
F2026-06-24JapanSweden1.31-1.061-12-53+40+091421(8)55.8-44.22
G2026-06-12BelgiumEgypt2.40-1.630-23-22+20+0111934(12)57.6-42.45
G2026-06-12IranNew Zealand2.22-1.251-12-23+30+0152115(5)57.5-42.53
G2026-06-18BelgiumIran2.34-1.540-01-00+00+0193013(5)55.0-45.00
G2026-06-18EgyptNew Zealand2.34-1.291-01-02+20+062531(11)54.8-45.25
G2026-06-24BelgiumNew Zealand3.00-1.123-05-02+30+082024(9)62.4-37.63
G2026-06-24EgyptIran1.82-1.781-11-23+20+0123123(8)47.3-52.71
H2026-06-12SpainCape Verde3.38-1.330-02-01+10+0102034(12)66.9-33.13
H2026-06-12UruguaySaudi Arabia2.17-0.980-01-03+20+0112827(10)57.3-42.70
H2026-06-18SpainSaudi Arabia3.37-0.943-05-01+20+0152132(11)66.6-33.42
H2026-06-18UruguayCape Verde2.17-1.382-14-11+00+092433(12)57.6-42.40
H2026-06-24SpainUruguay2.80-1.733-33-50+10+0182735(12)59.3-40.75
H2026-06-24Cape VerdeSaudi Arabia1.66-1.180-22-22+20+091830(11)49.7-50.37
I2026-06-12FranceSenegal2.87-1.732-04-02+20+083040(14)56.4-43.65
I2026-06-12NorwayIraq2.14-1.062-12-22+20+082021(8)53.7-46.34
I2026-06-18FranceNorway2.84-1.670-10-11+20+0133725(9)60.4-39.61
I2026-06-18SenegalIraq2.22-1.080-21-33+30+052131(11)57.7-42.32
I2026-06-24FranceIraq3.25-0.952-05-01+20+0102031(11)64.1-35.90
I2026-06-24SenegalNorway1.94-1.891-35-41+10+092330(11)54.0-46.01
J2026-06-12ArgentinaAustria2.74-1.672-23-53+20+0123727(9)61.2-38.81
J2026-06-12AlgeriaJordan2.06-1.371-11-13+20+093031(11)53.6-46.43
J2026-06-18ArgentinaAlgeria2.95-1.493-15-33+20+063736(13)62.4-37.61
J2026-06-18AustriaJordan2.30-1.280-03-01+20+0101828(10)54.9-45.14
J2026-06-24ArgentinaJordan3.37-1.144-04-12+10+0123429(10)66.1-33.92
J2026-06-24AustriaAlgeria2.01-1.670-20-42+20+071829(11)51.3-48.70
K2026-06-12PortugalColombia2.12-1.561-03-12+20+0122416(6)53.3-46.70
K2026-06-12UzbekistanDR Congo1.69-1.691-01-02+21+093730(10)50.8-49.24
K2026-06-18PortugalUzbekistan2.82-1.241-13-12+20+072522(7)60.1-39.92
K2026-06-18ColombiaDR Congo2.13-1.272-23-22+20+083223(9)57.5-42.53
K2026-06-24PortugalDR Congo2.85-1.252-04-04+50+082118(6)60.8-39.22
K2026-06-24ColombiaUzbekistan2.11-1.250-01-01+00+062129(11)56.8-43.20
L2026-06-12EnglandCroatia2.74-1.802-25-30+00+0191641(14)54.4-45.61
L2026-06-12GhanaPanama1.81-1.600-21-22+20+0102433(12)47.3-52.71
L2026-06-18EnglandGhana3.15-1.364-15-11+10+162327(10)64.4-35.63
L2026-06-18CroatiaPanama2.39-1.390-31-31+10+0122230(11)57.3-42.73
L2026-06-24EnglandPanama3.27-1.253-03-01+20+0112922(8)61.7-38.31
L2026-06-24CroatiaGhana2.30-1.522-04-04+30+082235(13)60.0-40.00

模型说明 · 数据来源 · 更新机制

模型架构: ELO评分系统 (FIFA 2026-06-11 排名转换) + Poisson进球分布模型 + 蒙特卡洛模拟 (10,000 次完整赛会)

动态更新: 每场已赛结果自动纳入ELO系统 (K=60 世界杯权重)。confirmed_results.py 更新后,build.py 自动重建报告。

比分生成: Poisson分布从期望进球 (xG) 抽样。上半场占全场进球的43%(基于2022世界杯实际数据)。卡牌/角球/犯规/控球基于球队风格系数+ELO差。

2022回测: 小组头名预测准确率 47%(随机基准25%),前二准确率待验证。

数据来源: Wikipedia 2026 FIFA World Cup (资格赛结果+抽签), FIFA Mens Ranking (2026-06-11), Transfermarkt (身价参考), 多方博彩平台赔率共识。

局限: 未纳入实时伤病/天气/裁判指派/更衣室动态等。模型输出为概率分布,单场比赛高度不确定。

自动部署: GitHub Actions 每30分钟运行 build.py → 更新 report_2026.html → Cloudflare Pages 自动部署。上次构建: 2026-06-28 13:22 UTC

免责: 仅供足球数据研究参考,不构成任何博彩建议。预测与实际结果可能存在显著偏差。