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 · 2026-07-09 19:27 UTC
模型冠军
Spain
概率 12.1%
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 2026-07-09 19:27 UTC

#球队夺冠概率条小组出线小组第1级别ELO
1Spain12.1% ↑0.1
12.1%
92.1% ↓0.270.7%T12235
2France11.2% ↑0.1
11.2%
87.5% ↓0.564.2%T12209
3Brazil10.7% ↓0.1
10.7%
78.4% ↑0.744.3%T12035
4England9.1% ↑0.2
9.1%
88.8%66.3%T12180
5Argentina8.9% ↓0.7
8.9%
88.3% ↓0.366.0%T12219
6Germany7.8% ↑0.4
7.8%
88.8% ↓0.367.0%T12031
7Netherlands6.7% ↑0.1
6.7%
77.5%51.9%T12069
8Morocco6.3% ↓0.2
6.3%
73.1% ↑0.135.4%T12080
9Portugal4.9% ↓0.1
4.9%
84.4% ↑0.157.4%T12077
10Turkey3.4% ↓0.3
3.4%
35.3% ↑0.27.2%T21754
11Belgium3.2% ↓0.1
3.2%
81.8% ↑0.954.9%T12042
12Switzerland1.4% ↑0.3
1.4%
64.2% ↓0.437.5%T21906
13USA1.4% ↓0.1
1.4%
79.2% ↓0.152.6%T21928
14Mexico1.2% ↑0.1
1.2%
82.0% ↓0.450.5%T21945
15Uruguay1.1%
1.1%
66.5% ↑0.120.8%T11932
16Japan1.1%
1.1%
52.9% ↑1.623.5%T21940
17Senegal1.1% ↑0.1
1.1%
52.0% ↑0.917.7%T21972
18Norway1.0%
1.0%
49.5% ↓0.316.0%T21802
19Croatia0.9% ↓0.1
0.9%
63.1% ↓0.622.8%T22024
20Qatar0.7% ↑0.1
0.7%
54.2% ↑0.125.7%T31693

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 2026-07-09 19:27 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
0.806 ↑0.298
0.830.750.880.75
3France
0.797 ↑0.350
0.900.680.750.85
4England
0.723 ↓0.332
0.810.650.760.65
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
0.350
0.420.400.460.05
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
18Switzerland
0.240 ↓0.361
0.000.420.500.05
19Senegal
0.240 ↑0.041
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 ↓0.4
82%
50%
2South Korea ↓0.4
78%
41%
3Czech Republic ↑1.2
27%
6%
4South Africa ↓0.4
13%
2%

Group B

#TeamAdv1st
1Switzerland ↓0.4
64%
38%
2Qatar ↑0.1
54%
26%
3Canada ↑0.7
42%
19%
4Bosnia and Herzegovina ↓0.3
39%
18%

Group C

#TeamAdv1st
1Brazil ↑0.7
78%
44%
2Morocco ↑0.1
73%
35%
3Scotland ↓0.4
46%
19%
4Haiti ↓0.5
3%
1%

Group D

#TeamAdv1st
1USA ↓0.1
79%
53%
2Australia ↓0.5
78%
39%
3Turkey ↑0.2
35%
7%
4Paraguay ↑0.4
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.3
89%
67%
2Ivory Coast ↓1.1
56%
19%
3Ecuador ↑1.1
37%
10%
4Curaçao ↑0.3
19%
4%

Group F

#TeamAdv1st
1Netherlands
77%
52%
2Japan ↑1.6
53%
24%
3Sweden ↓1.1
37%
13%
4Tunisia ↓0.5
33%
12%

Group G

#TeamAdv1st
1Belgium ↑0.9
82%
55%
2Egypt ↑0.4
54%
22%
3Iran ↓1.9
50%
20%
4New Zealand ↑0.6
14%
4%

Group H

#TeamAdv1st
1Spain ↓0.2
92%
71%
2Uruguay ↑0.1
67%
21%
3Cape Verde ↓0.6
28%
6%
4Saudi Arabia ↑0.6
14%
2%

Group I

#TeamAdv1st
1France ↓0.5
87%
64%
2Senegal ↑0.9
52%
18%
3Norway ↓0.3
50%
16%
4Iraq ↓0.1
11%
2%

Group J

#TeamAdv1st
1Argentina ↓0.3
88%
66%
2Austria ↑0.2
56%
19%
3Algeria ↓0.1
40%
12%
4Jordan ↑0.2
16%
4%

Group K

#TeamAdv1st
1Portugal ↑0.1
84%
57%
2Colombia ↑0.9
66%
28%
3Uzbekistan ↓0.2
25%
7%
4DR Congo ↓0.8
24%
8%

Group L

#TeamAdv1st
1England
89%
66%
2Croatia ↓0.6
63%
23%
3Ghana ↑0.4
28%
7%
4Panama ↑0.2
20%
4%

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 Korea2.16-1.320-12-42+20+061427(10)52.8-47.21
A2026-06-12South AfricaCzech Republic1.39-1.790-30-81+10+092722(8)48.7-51.32
A2026-06-18MexicoCzech Republic2.04-1.192-13-22+10+0121832(11)56.2-43.82
A2026-06-18South KoreaSouth Africa2.02-1.431-23-51+10+043025(9)54.7-45.32
A2026-06-24MexicoSouth Africa2.11-1.05CF2-03+20+092732(11)57.5-42.51
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-13+20+0101829(10)53.4-46.62
B2026-06-12SwitzerlandCanada1.72-1.312-02-02+20+083025(9)54.2-45.81
B2026-06-12QatarBosnia and Herzegovina1.43-1.210-10-32+10+0102424(9)50.9-49.15
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.471-03-11+20+0121839(14)56.5-43.56
B2026-06-18CanadaQatar1.27-1.120-00-02+21+063122(8)51.4-48.62
B2026-06-24SwitzerlandQatar1.49-1.27CF1-12+30+061922(8)55.6-44.42
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-12+20+0102423(8)52.4-47.63
C2026-06-12BrazilMorocco2.19-1.91CF1-12+20+0112038(13)50.4-49.64
C2026-06-12ScotlandHaiti1.81-1.18CF1-04+40+072122(7)56.4-43.62
C2026-06-18BrazilScotland2.42-1.311-02-44+30+0161925(9)57.2-42.80
C2026-06-18MoroccoHaiti2.64-1.070-01-21+10+032436(12)63.2-36.83
C2026-06-24BrazilHaiti2.75-0.972-13-12+20+092122(7)63.6-36.40
C2026-06-24MoroccoScotland2.33-1.441-03-02+10+0132630(11)56.9-43.14
D2026-06-12USAParaguay2.14-0.91CF4-12+30+083222(7)55.6-44.40
D2026-06-12AustraliaTurkey1.13-1.94CF2-03+40+0183015(6)51.2-48.84
D2026-06-18USAAustralia2.09-1.251-13-10+00+091919(7)53.2-46.83
D2026-06-18ParaguayTurkey0.82-1.970-30-43+30+0102830(10)48.8-51.22
D2026-06-24USATurkey1.41-1.390-03-02+30+082425(9)54.4-45.61
D2026-06-24ParaguayAustralia1.25-1.740-11-12+20+0172721(7)47.6-52.42
E2026-06-12GermanyEcuador2.54-1.192-15-22+30+0152723(8)57.6-42.45
E2026-06-12Ivory CoastCuraçao2.23-1.312-04-14+50+0112322(8)54.2-45.81
E2026-06-18GermanyIvory Coast2.67-1.580-01-12+20+0152025(8)58.6-41.41
E2026-06-18EcuadorCuraçao1.68-1.240-12-23+20+0132424(9)55.3-44.71
E2026-06-24GermanyCuraçao3.21-1.110-13-21+20+0154130(10)62.9-37.11
E2026-06-24EcuadorIvory Coast1.40-1.770-21-22+10+0132328(10)51.1-48.91
F2026-06-12NetherlandsJapan2.46-1.731-13-23+30+092725(9)53.5-46.57
F2026-06-12SwedenTunisia1.17-1.140-10-13+30+0162524(9)49.6-50.41
F2026-06-18NetherlandsSweden1.67-0.952-05-01+10+0203121(8)59.3-40.71
F2026-06-18JapanTunisia2.13-1.681-13-21+20+092525(9)55.4-44.67
F2026-06-24NetherlandsTunisia2.72-1.502-14-21+20+092921(8)58.9-41.13
F2026-06-24JapanSweden1.31-1.060-01-02+30+0161318(7)55.8-44.21
G2026-06-12BelgiumEgypt2.40-1.631-23-22+20+0132428(10)57.6-42.41
G2026-06-12IranNew Zealand2.22-1.250-00-05+40+072326(10)57.5-42.50
G2026-06-18BelgiumIran2.34-1.540-00-11+10+0123123(8)55.0-45.03
G2026-06-18EgyptNew Zealand2.34-1.291-02-02+20+0112026(9)54.8-45.22
G2026-06-24BelgiumNew Zealand3.00-1.122-04-12+20+0161933(11)62.4-37.61
G2026-06-24EgyptIran1.82-1.781-02-12+10+0142531(11)47.3-52.71
H2026-06-12SpainCape Verde3.38-1.331-03-13+30+0123632(11)66.9-33.12
H2026-06-12UruguaySaudi Arabia2.17-0.980-10-12+20+193132(11)57.3-42.73
H2026-06-18SpainSaudi Arabia3.37-0.941-15-13+30+0192428(10)66.6-33.42
H2026-06-18UruguayCape Verde2.17-1.380-10-21+10+061531(11)57.6-42.41
H2026-06-24SpainUruguay2.80-1.731-03-11+10+0112720(7)59.3-40.73
H2026-06-24Cape VerdeSaudi Arabia1.66-1.180-01-14+30+091823(8)49.7-50.33
I2026-06-12FranceSenegal2.87-1.731-02-01+10+0142442(15)56.4-43.61
I2026-06-12NorwayIraq2.14-1.061-02-20+10+0121824(8)53.7-46.31
I2026-06-18FranceNorway2.84-1.670-12-22+30+0132223(8)60.4-39.64
I2026-06-18SenegalIraq2.22-1.082-16-23+30+072427(10)57.7-42.33
I2026-06-24FranceIraq3.25-0.950-04-12+30+0112433(12)64.1-35.92
I2026-06-24SenegalNorway1.94-1.891-13-22+10+0102724(9)54.0-46.04
J2026-06-12ArgentinaAustria2.74-1.671-02-01+00+0102327(10)61.2-38.85
J2026-06-12AlgeriaJordan2.06-1.370-21-32+10+053226(10)53.6-46.43
J2026-06-18ArgentinaAlgeria2.95-1.490-11-13+30+0112924(8)62.4-37.64
J2026-06-18AustriaJordan2.30-1.283-16-31+10+051626(10)54.9-45.14
J2026-06-24ArgentinaJordan3.37-1.143-03-03+20+0203236(13)66.1-33.93
J2026-06-24AustriaAlgeria2.01-1.671-02-11+20+0112319(7)51.3-48.73
K2026-06-12PortugalColombia2.12-1.562-12-43+30+082422(8)53.3-46.73
K2026-06-12UzbekistanDR Congo1.69-1.690-02-11+10+0102018(6)50.8-49.23
K2026-06-18PortugalUzbekistan2.82-1.241-01-23+31+042024(9)60.1-39.91
K2026-06-18ColombiaDR Congo2.13-1.270-02-02+20+0122726(9)57.5-42.54
K2026-06-24PortugalDR Congo2.85-1.251-14-24+41+0143736(13)60.8-39.22
K2026-06-24ColombiaUzbekistan2.11-1.250-02-13+30+083424(8)56.8-43.21
L2026-06-12EnglandCroatia2.74-1.802-02-12+30+0152422(8)54.4-45.65
L2026-06-12GhanaPanama1.81-1.603-03-21+10+0112932(11)47.3-52.72
L2026-06-18EnglandGhana3.15-1.361-02-33+30+0152431(11)64.4-35.61
L2026-06-18CroatiaPanama2.39-1.391-03-12+20+081531(11)57.3-42.72
L2026-06-24EnglandPanama3.27-1.250-04-02+30+092734(12)61.7-38.33
L2026-06-24CroatiaGhana2.30-1.520-01-02+20+0102721(8)60.0-40.02

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: 2026-07-09 19:27 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。