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 · 2026-07-08 02:01 UTC
模型冠军
Spain
概率 12.4%
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 2026-07-08 02:01 UTC

#球队夺冠概率条小组出线小组第1级别ELO
1Spain12.4% ↑0.5
12.4%
91.8% ↓0.571.1%T12235
2France11.6% ↑0.4
11.6%
87.1% ↓0.962.8%T12209
3Brazil10.7% ↓0.2
10.7%
77.8% ↑0.243.2%T12035
4Argentina9.0% ↓0.6
9.0%
88.4% ↓0.165.9%T12219
5England8.9%
8.9%
88.3% ↓0.565.0%T12180
6Germany8.0% ↑0.6
8.0%
88.6% ↓0.566.2%T12031
7Netherlands6.6%
6.6%
78.0% ↑0.552.6%T12069
8Morocco6.2% ↓0.3
6.2%
73.1% ↑0.136.2%T12080
9Portugal4.3% ↓0.7
4.3%
84.3% ↑0.157.7%T12077
10Turkey3.6% ↓0.1
3.6%
35.1%7.5%T21754
11Belgium3.2% ↓0.1
3.2%
81.2% ↑0.355.2%T12042
12Switzerland1.7% ↑0.5
1.7%
63.8% ↓0.837.1%T21906
13USA1.6% ↑0.1
1.6%
79.0% ↓0.252.3%T21928
14Japan1.1%
1.1%
51.9% ↑0.623.1%T21940
15Senegal1.0% ↑0.1
1.0%
52.9% ↑1.918.6%T21972
16Uruguay1.0% ↓0.1
1.0%
65.7% ↓0.720.8%T11932
17Mexico1.0% ↓0.2
1.0%
81.4% ↓1.150.9%T21945
18Colombia1.0% ↑0.2
1.0%
65.4% ↑0.327.7%T21966
19Croatia0.8% ↓0.2
0.8%
63.6%23.7%T22024
20Norway0.7% ↓0.2
0.7%
49.6% ↓0.316.7%T21802

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 2026-07-08 02:01 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
0.813 ↑0.670
0.830.720.810.90
2Argentina
0.805 ↑0.297
0.830.750.880.75
3France
0.798 ↑0.351
0.900.680.750.85
4England
0.720 ↓0.335
0.800.650.760.65
5Brazil
0.463 ↓0.709
0.000.700.710.55
6Portugal
0.403 ↑0.079
0.000.620.670.40
7Germany
0.370 ↑0.091
0.000.580.620.35
8Norway
0.355
0.440.400.460.05
9Morocco
0.343 ↓0.750
0.000.600.650.15
10Netherlands
0.331 ↓0.306
0.000.550.580.25
11USA
0.309 ↓1.241
0.000.520.680.05
12Mexico
0.306 ↓0.184
0.000.550.630.05
13Japan
0.282 ↓0.158
0.000.500.590.05
14Uruguay
0.269
0.000.500.540.05
15South Korea
0.267 ↓0.015
0.000.480.550.05
16Belgium
0.261 ↑0.118
0.000.480.480.10
17Colombia
0.255
0.000.480.500.05
18Senegal
0.240 ↑0.041
0.000.420.500.05
19Switzerland
0.240 ↓0.361
0.000.420.500.05
20Croatia
0.233 ↑0.084
0.000.450.440.05

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 ↓1.1
81%
51%
2South Korea ↑0.4
79%
41%
3Czech Republic ↑0.7
26%
6%
4South Africa
14%
2%

Group B

#TeamAdv1st
1Switzerland ↓0.8
64%
37%
2Qatar ↓0.3
54%
25%
3Canada ↑0.3
42%
19%
4Bosnia and Herzegovina ↑0.8
40%
18%

Group C

#TeamAdv1st
1Brazil ↑0.2
78%
43%
2Morocco ↑0.1
73%
36%
3Scotland ↓0.1
46%
19%
4Haiti ↓0.1
3%
1%

Group D

#TeamAdv1st
1USA ↓0.2
79%
52%
2Australia ↓0.2
79%
39%
3Turkey
35%
8%
4Paraguay ↑0.4
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.5
89%
66%
2Ivory Coast ↓1.8
55%
19%
3Ecuador ↑0.7
36%
10%
4Curaçao ↑1.6
20%
5%

Group F

#TeamAdv1st
1Netherlands ↑0.5
78%
53%
2Japan ↑0.6
52%
23%
3Sweden ↓1.3
36%
12%
4Tunisia ↑0.2
34%
12%

Group G

#TeamAdv1st
1Belgium ↑0.3
81%
55%
2Egypt ↓0.1
53%
22%
3Iran ↓1.9
50%
19%
4New Zealand ↑1.6
15%
4%

Group H

#TeamAdv1st
1Spain ↓0.5
92%
71%
2Uruguay ↓0.7
66%
21%
3Cape Verde ↑0.7
29%
6%
4Saudi Arabia ↑0.5
14%
2%

Group I

#TeamAdv1st
1France ↓0.9
87%
63%
2Senegal ↑1.9
53%
19%
3Norway ↓0.3
50%
17%
4Iraq ↓0.7
10%
2%

Group J

#TeamAdv1st
1Argentina ↓0.1
88%
66%
2Austria ↓0.5
55%
19%
3Algeria ↑0.3
40%
12%
4Jordan ↑0.3
16%
4%

Group K

#TeamAdv1st
1Portugal ↑0.1
84%
58%
2Colombia ↑0.3
65%
28%
3Uzbekistan
25%
7%
4DR Congo ↓0.4
25%
7%

Group L

#TeamAdv1st
1England ↓0.5
88%
65%
2Croatia
64%
24%
3Ghana ↑0.4
28%
7%
4Panama ↑0.1
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 Korea2.16-1.320-00-03+30+083219(7)52.8-47.24
A2026-06-12South AfricaCzech Republic1.39-1.790-02-12+20+052131(11)48.7-51.31
A2026-06-18MexicoCzech Republic2.04-1.191-14-23+20+0152231(11)56.2-43.83
A2026-06-18South KoreaSouth Africa2.02-1.431-03-14+50+0102923(9)54.7-45.32
A2026-06-24MexicoSouth Africa2.11-1.05CF2-01+10+092228(10)57.5-42.52
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-12+20+092627(10)53.4-46.63
B2026-06-12SwitzerlandCanada1.72-1.310-21-31+10+062421(8)54.2-45.80
B2026-06-12QatarBosnia and Herzegovina1.43-1.210-00-12+10+092421(7)50.9-49.11
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.471-03-11+20+0142721(8)56.5-43.51
B2026-06-18CanadaQatar1.27-1.120-12-12+30+0103019(7)51.4-48.62
B2026-06-24SwitzerlandQatar1.49-1.27CF1-11+20+062818(6)55.6-44.42
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-11+10+0103127(10)52.4-47.63
C2026-06-12BrazilMorocco2.19-1.91CF1-13+30+0152536(13)50.4-49.62
C2026-06-12ScotlandHaiti1.81-1.18CF1-03+31+0102027(10)56.4-43.67
C2026-06-18BrazilScotland2.42-1.310-01-11+10+0131822(8)57.2-42.82
C2026-06-18MoroccoHaiti2.64-1.072-14-21+10+0123230(11)63.2-36.80
C2026-06-24BrazilHaiti2.75-0.970-02-00+10+0103019(7)63.6-36.41
C2026-06-24MoroccoScotland2.33-1.440-01-02+20+0102344(15)56.9-43.12
D2026-06-12USAParaguay2.14-0.91CF4-12+30+093127(9)55.6-44.41
D2026-06-12AustraliaTurkey1.13-1.94CF2-03+40+083525(9)51.2-48.81
D2026-06-18USAAustralia2.09-1.251-12-22+20+0112025(9)53.2-46.82
D2026-06-18ParaguayTurkey0.82-1.970-10-20+00+0123017(6)48.8-51.21
D2026-06-24USATurkey1.41-1.390-02-02+30+093116(6)54.4-45.62
D2026-06-24ParaguayAustralia1.25-1.741-02-12+10+0112024(9)47.6-52.42
E2026-06-12GermanyEcuador2.54-1.190-04-00+00+0101722(8)57.6-42.40
E2026-06-12Ivory CoastCuraçao2.23-1.311-03-23+30+072829(11)54.2-45.81
E2026-06-18GermanyIvory Coast2.67-1.582-02-01+20+072223(8)58.6-41.44
E2026-06-18EcuadorCuraçao1.68-1.240-13-12+10+072420(7)55.3-44.73
E2026-06-24GermanyCuraçao3.21-1.114-06-01+20+082123(8)62.9-37.11
E2026-06-24EcuadorIvory Coast1.40-1.772-02-34+30+042415(5)51.1-48.92
F2026-06-12NetherlandsJapan2.46-1.730-11-32+10+0102034(12)53.5-46.55
F2026-06-12SwedenTunisia1.17-1.141-01-22+20+0163022(7)49.6-50.41
F2026-06-18NetherlandsSweden1.67-0.950-01-01+10+0142423(8)59.3-40.71
F2026-06-18JapanTunisia2.13-1.680-23-31+10+092528(10)55.4-44.61
F2026-06-24NetherlandsTunisia2.72-1.502-12-12+20+0152633(12)58.9-41.12
F2026-06-24JapanSweden1.31-1.062-04-12+20+0102521(8)55.8-44.21
G2026-06-12BelgiumEgypt2.40-1.631-02-26+70+0152524(8)57.6-42.43
G2026-06-12IranNew Zealand2.22-1.254-04-02+10+0142923(9)57.5-42.52
G2026-06-18BelgiumIran2.34-1.541-01-02+30+072628(10)55.0-45.02
G2026-06-18EgyptNew Zealand2.34-1.290-01-12+10+053325(9)54.8-45.22
G2026-06-24BelgiumNew Zealand3.00-1.120-11-12+30+0122029(10)62.4-37.63
G2026-06-24EgyptIran1.82-1.780-04-01+10+093723(8)47.3-52.72
H2026-06-12SpainCape Verde3.38-1.334-05-00+00+082725(9)66.9-33.15
H2026-06-12UruguaySaudi Arabia2.17-0.982-13-22+10+0123427(10)57.3-42.72
H2026-06-18SpainSaudi Arabia3.37-0.940-01-21+10+0122029(10)66.6-33.42
H2026-06-18UruguayCape Verde2.17-1.381-14-23+20+053035(12)57.6-42.43
H2026-06-24SpainUruguay2.80-1.730-21-24+50+0181721(8)59.3-40.71
H2026-06-24Cape VerdeSaudi Arabia1.66-1.182-04-10+10+083021(8)49.7-50.30
I2026-06-12FranceSenegal2.87-1.732-05-02+20+0101836(13)56.4-43.64
I2026-06-12NorwayIraq2.14-1.060-12-22+20+0151917(6)53.7-46.31
I2026-06-18FranceNorway2.84-1.672-14-12+20+0132831(11)60.4-39.62
I2026-06-18SenegalIraq2.22-1.082-03-04+40+092524(8)57.7-42.33
I2026-06-24FranceIraq3.25-0.951-03-12+20+0103226(9)64.1-35.94
I2026-06-24SenegalNorway1.94-1.890-21-34+30+073025(9)54.0-46.02
J2026-06-12ArgentinaAustria2.74-1.670-13-12+20+082630(11)61.2-38.81
J2026-06-12AlgeriaJordan2.06-1.370-10-12+20+082325(9)53.6-46.42
J2026-06-18ArgentinaAlgeria2.95-1.492-07-21+10+0192941(14)62.4-37.61
J2026-06-18AustriaJordan2.30-1.281-12-31+20+0143417(6)54.9-45.14
J2026-06-24ArgentinaJordan3.37-1.143-03-24+30+0143333(12)66.1-33.92
J2026-06-24AustriaAlgeria2.01-1.670-01-21+20+063128(10)51.3-48.71
K2026-06-12PortugalColombia2.12-1.562-15-12+30+062930(11)53.3-46.74
K2026-06-12UzbekistanDR Congo1.69-1.691-23-24+50+0123424(9)50.8-49.22
K2026-06-18PortugalUzbekistan2.82-1.242-02-02+10+081826(9)60.1-39.90
K2026-06-18ColombiaDR Congo2.13-1.271-02-30+00+0142321(7)57.5-42.53
K2026-06-24PortugalDR Congo2.85-1.251-02-23+30+0102032(12)60.8-39.23
K2026-06-24ColombiaUzbekistan2.11-1.250-10-24+30+0133130(10)56.8-43.22
L2026-06-12EnglandCroatia2.74-1.802-03-02+20+1151933(12)54.4-45.63
L2026-06-12GhanaPanama1.81-1.601-01-11+10+0102330(10)47.3-52.72
L2026-06-18EnglandGhana3.15-1.360-11-11+10+0162237(13)64.4-35.64
L2026-06-18CroatiaPanama2.39-1.390-12-14+30+0131727(9)57.3-42.72
L2026-06-24EnglandPanama3.27-1.250-13-13+40+0132424(8)61.7-38.31
L2026-06-24CroatiaGhana2.30-1.520-00-22+20+0103224(9)60.0-40.01

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: 2026-07-08 02:01 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。