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 · 2026-06-20 10:20 UTC
模型冠军
Spain
概率 12.3%
2022回测准确率
48%
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 2026-06-20 10:20 UTC

#球队夺冠概率条小组出线小组第1级别ELO
1Spain12.3% ↑0.4
12.3%
92.6% ↑0.370.0%T12235
2France11.3% ↑0.1
11.3%
87.5% ↓0.563.8%T12209
3Brazil10.4% ↓0.5
10.4%
78.1% ↑0.443.4%T12035
4England8.9%
8.9%
88.1% ↓0.764.7%T12180
5Argentina8.8% ↓0.8
8.8%
88.6% ↑0.166.1%T12219
6Germany7.9% ↑0.5
7.9%
88.2% ↓0.966.0%T12031
7Netherlands7.2% ↑0.6
7.2%
77.3% ↓0.251.3%T12069
8Morocco6.7% ↑0.2
6.7%
72.3% ↓0.635.4%T12080
9Portugal4.5% ↓0.5
4.5%
84.7% ↑0.457.9%T12077
10Turkey3.5% ↓0.2
3.5%
35.6% ↑0.57.2%T21754
11Belgium3.0% ↓0.3
3.0%
81.0%54.7%T12042
12Switzerland1.5% ↑0.3
1.5%
64.6% ↓0.138.1%T21906
13USA1.5%
1.5%
78.7% ↓0.652.3%T21928
14Uruguay1.2% ↑0.2
1.2%
67.2% ↑0.921.8%T11932
15Mexico1.1%
1.1%
81.7% ↓0.851.2%T21945
16Japan1.0%
1.0%
52.7% ↑1.423.4%T21940
17Senegal0.9%
0.9%
51.5% ↑0.417.5%T21972
18Croatia0.9%
0.9%
63.2% ↓0.423.0%T22024
19Norway0.8% ↓0.1
0.8%
50.1% ↑0.316.7%T21802
20Colombia0.8%
0.8%
66.2% ↑1.127.9%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 2026-06-20 10:20 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
1Spain
0.791 ↑0.648
0.760.720.810.90
2France
0.778 ↑0.331
0.840.680.750.85
3Argentina
0.760 ↑0.252
0.680.750.880.75
4England
0.710 ↓0.345
0.760.650.760.65
5Brazil
0.622 ↓0.550
0.530.700.710.55
6Portugal
0.580 ↑0.256
0.590.620.670.40
7Germany
0.511 ↑0.232
0.470.580.620.35
8Netherlands
0.393 ↓0.244
0.210.550.580.25
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
16Algeria
0.260
0.000.500.500.05
17Ivory Coast
0.260
0.000.500.500.05
18Iraq
0.260
0.000.500.500.05
19South Africa
0.260 ↓0.171
0.000.500.500.05
20Qatar
0.260 ↓0.356
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 ↓0.8
82%
51%
2South Korea ↑0.3
79%
40%
3Czech Republic ↑0.7
26%
6%
4South Africa ↓0.2
13%
2%

Group B

#TeamAdv1st
1Switzerland ↓0.1
65%
38%
2Qatar
54%
24%
3Canada ↑0.1
42%
19%
4Bosnia and Herzegovina
40%
18%

Group C

#TeamAdv1st
1Brazil ↑0.4
78%
43%
2Morocco ↓0.6
72%
35%
3Scotland
46%
20%
4Haiti ↑0.1
4%
1%

Group D

#TeamAdv1st
1USA ↓0.6
79%
52%
2Australia ↓0.3
78%
40%
3Turkey ↑0.5
36%
7%
4Paraguay ↑0.4
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.9
88%
66%
2Ivory Coast ↓1.2
56%
19%
3Ecuador ↑1.1
37%
11%
4Curaçao ↑1.0
19%
4%

Group F

#TeamAdv1st
1Netherlands ↓0.2
77%
51%
2Japan ↑1.4
53%
23%
3Sweden ↓1.7
36%
12%
4Tunisia ↑0.4
34%
13%

Group G

#TeamAdv1st
1Belgium
81%
55%
2Egypt ↓0.1
53%
22%
3Iran ↓0.8
51%
20%
4New Zealand ↑0.8
15%
4%

Group H

#TeamAdv1st
1Spain ↑0.3
93%
70%
2Uruguay ↑0.9
67%
22%
3Cape Verde ↓1.5
27%
6%
4Saudi Arabia ↑0.4
14%
2%

Group I

#TeamAdv1st
1France ↓0.5
87%
64%
2Senegal ↑0.4
51%
17%
3Norway ↑0.3
50%
17%
4Iraq ↓0.2
11%
2%

Group J

#TeamAdv1st
1Argentina ↑0.1
89%
66%
2Austria ↑0.3
56%
18%
3Algeria ↓0.1
40%
12%
4Jordan ↓0.3
16%
3%

Group K

#TeamAdv1st
1Portugal ↑0.4
85%
58%
2Colombia ↑1.1
66%
28%
3DR Congo ↓0.7
25%
7%
4Uzbekistan ↓0.8
25%
7%

Group L

#TeamAdv1st
1England ↓0.7
88%
65%
2Croatia ↓0.4
63%
23%
3Ghana ↑0.2
27%
7%
4Panama ↑0.9
21%
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 Korea2.16-1.320-00-12+10+082428(10)52.8-47.24
A2026-06-12South AfricaCzech Republic1.39-1.790-10-21+10+093033(12)48.7-51.33
A2026-06-18MexicoCzech Republic2.04-1.190-02-04+40+0132029(10)56.2-43.84
A2026-06-18South KoreaSouth Africa2.02-1.430-01-13+30+0122332(11)54.7-45.34
A2026-06-24MexicoSouth Africa2.11-1.05CF2-03+20+0122927(9)57.5-42.54
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-11+00+082827(10)53.4-46.63
B2026-06-12SwitzerlandCanada1.72-1.311-02-00+10+0143420(8)54.2-45.83
B2026-06-12QatarBosnia and Herzegovina1.43-1.211-12-12+30+0102836(13)50.9-49.10
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.470-01-03+40+0102331(11)56.5-43.54
B2026-06-18CanadaQatar1.27-1.120-10-12+30+062425(9)51.4-48.61
B2026-06-24SwitzerlandQatar1.49-1.27CF1-14+50+092522(8)55.6-44.43
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-14+40+082921(7)52.4-47.62
C2026-06-12BrazilMorocco2.19-1.91CF1-12+20+082127(9)50.4-49.62
C2026-06-12ScotlandHaiti1.81-1.18CF1-02+30+081933(12)56.4-43.63
C2026-06-18BrazilScotland2.42-1.311-24-40+10+0151328(10)57.2-42.85
C2026-06-18MoroccoHaiti2.64-1.071-25-22+20+042524(8)63.2-36.83
C2026-06-24BrazilHaiti2.75-0.972-03-02+30+062728(10)63.6-36.46
C2026-06-24MoroccoScotland2.33-1.440-03-22+10+0101326(9)56.9-43.11
D2026-06-12USAParaguay2.14-0.91CF4-12+30+0122621(7)55.6-44.45
D2026-06-12AustraliaTurkey1.13-1.94CF2-02+20+0112226(10)51.2-48.82
D2026-06-18USAAustralia2.09-1.252-05-21+20+032528(10)53.2-46.81
D2026-06-18ParaguayTurkey0.82-1.970-20-33+30+093423(8)48.8-51.21
D2026-06-24USATurkey1.41-1.390-21-43+30+1102222(8)54.4-45.62
D2026-06-24ParaguayAustralia1.25-1.740-00-12+20+0112924(9)47.6-52.40
E2026-06-12GermanyEcuador2.54-1.191-02-02+30+093235(12)57.6-42.44
E2026-06-12Ivory CoastCuraçao2.23-1.311-01-04+30+0112732(11)54.2-45.81
E2026-06-18GermanyIvory Coast2.67-1.581-12-33+31+062331(11)58.6-41.46
E2026-06-18EcuadorCuraçao1.68-1.240-00-14+30+0122221(7)55.3-44.72
E2026-06-24GermanyCuraçao3.21-1.113-15-11+10+091629(10)62.9-37.13
E2026-06-24EcuadorIvory Coast1.40-1.772-13-32+20+0132522(8)51.1-48.91
F2026-06-12NetherlandsJapan2.46-1.732-12-32+20+071435(12)53.5-46.53
F2026-06-12SwedenTunisia1.17-1.140-00-03+30+0102524(9)49.6-50.40
F2026-06-18NetherlandsSweden1.67-0.951-14-11+10+0152218(7)59.3-40.71
F2026-06-18JapanTunisia2.13-1.683-16-30+10+0132232(11)55.4-44.64
F2026-06-24NetherlandsTunisia2.72-1.501-03-13+30+0121824(9)58.9-41.12
F2026-06-24JapanSweden1.31-1.060-01-13+40+051318(7)55.8-44.21
G2026-06-12BelgiumEgypt2.40-1.631-02-11+20+0162127(10)57.6-42.43
G2026-06-12IranNew Zealand2.22-1.255-06-14+40+032725(8)57.5-42.50
G2026-06-18BelgiumIran2.34-1.540-00-02+30+0141728(10)55.0-45.01
G2026-06-18EgyptNew Zealand2.34-1.290-01-21+10+0131732(12)54.8-45.22
G2026-06-24BelgiumNew Zealand3.00-1.121-03-21+20+061933(12)62.4-37.67
G2026-06-24EgyptIran1.82-1.780-00-12+20+062034(12)47.3-52.73
H2026-06-12SpainCape Verde3.38-1.332-15-12+20+091924(9)66.9-33.15
H2026-06-12UruguaySaudi Arabia2.17-0.980-01-02+10+071924(8)57.3-42.74
H2026-06-18SpainSaudi Arabia3.37-0.943-05-12+30+0152931(11)66.6-33.41
H2026-06-18UruguayCape Verde2.17-1.381-12-14+40+161727(9)57.6-42.42
H2026-06-24SpainUruguay2.80-1.733-14-12+20+0123332(11)59.3-40.78
H2026-06-24Cape VerdeSaudi Arabia1.66-1.181-23-22+30+063017(6)49.7-50.31
I2026-06-12FranceSenegal2.87-1.732-12-14+50+0163028(10)56.4-43.64
I2026-06-12NorwayIraq2.14-1.060-01-12+20+082117(6)53.7-46.38
I2026-06-18FranceNorway2.84-1.674-04-12+30+0102534(12)60.4-39.65
I2026-06-18SenegalIraq2.22-1.082-02-02+10+092621(8)57.7-42.31
I2026-06-24FranceIraq3.25-0.950-21-20+10+072516(6)64.1-35.97
I2026-06-24SenegalNorway1.94-1.893-25-32+10+0142523(8)54.0-46.02
J2026-06-12ArgentinaAustria2.74-1.670-03-14+30+082339(13)61.2-38.84
J2026-06-12AlgeriaJordan2.06-1.370-01-12+20+072229(10)53.6-46.41
J2026-06-18ArgentinaAlgeria2.95-1.491-03-13+20+062730(11)62.4-37.61
J2026-06-18AustriaJordan2.30-1.281-02-01+20+071025(9)54.9-45.12
J2026-06-24ArgentinaJordan3.37-1.143-15-11+00+0122032(11)66.1-33.91
J2026-06-24AustriaAlgeria2.01-1.671-02-11+10+072530(11)51.3-48.72
K2026-06-12PortugalColombia2.12-1.560-33-33+30+0132133(12)53.3-46.72
K2026-06-12UzbekistanDR Congo1.69-1.691-13-20+10+0113527(9)50.8-49.23
K2026-06-18PortugalUzbekistan2.82-1.241-14-14+40+052928(9)60.1-39.94
K2026-06-18ColombiaDR Congo2.13-1.271-21-23+30+092528(10)57.5-42.51
K2026-06-24PortugalDR Congo2.85-1.250-14-32+20+0112130(10)60.8-39.24
K2026-06-24ColombiaUzbekistan2.11-1.253-44-41+10+082527(9)56.8-43.22
L2026-06-12EnglandCroatia2.74-1.801-04-12+30+0112327(9)54.4-45.61
L2026-06-12GhanaPanama1.81-1.600-10-22+20+072730(11)47.3-52.72
L2026-06-18EnglandGhana3.15-1.362-02-02+20+0132232(11)64.4-35.66
L2026-06-18CroatiaPanama2.39-1.391-12-22+10+052625(9)57.3-42.72
L2026-06-24EnglandPanama3.27-1.252-13-23+30+0131525(9)61.7-38.34
L2026-06-24CroatiaGhana2.30-1.521-24-32+20+092130(11)60.0-40.05

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 48%(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: 2026-06-20 10:20 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。