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 17:39 UTC
模型冠军
Spain
概率 12.6%
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 2026-07-08 17:39 UTC

#球队夺冠概率条小组出线小组第1级别ELO
1Spain12.6% ↑0.7
12.6%
92.2% ↓0.171.1%T12235
2France11.5% ↑0.4
11.5%
86.6% ↓1.463.2%T12209
3Brazil10.5% ↓0.3
10.5%
78.5% ↑0.943.7%T12035
4England9.5% ↑0.6
9.5%
88.3% ↓0.564.8%T12180
5Argentina8.8% ↓0.8
8.8%
88.5% ↓0.166.5%T12219
6Germany8.0% ↑0.6
8.0%
88.7% ↓0.367.1%T12031
7Netherlands6.7%
6.7%
77.7% ↑0.252.1%T12069
8Morocco6.0% ↓0.4
6.0%
72.5% ↓0.435.9%T12080
9Portugal4.9% ↓0.1
4.9%
83.9% ↓0.357.2%T12077
10Belgium3.1% ↓0.2
3.1%
81.5% ↑0.654.4%T12042
11Turkey3.0% ↓0.7
3.0%
35.6% ↑0.47.8%T21754
12Switzerland1.6% ↑0.4
1.6%
64.1% ↓0.636.6%T21906
13USA1.5%
1.5%
79.5% ↑0.252.2%T21928
14Senegal1.1% ↑0.1
1.1%
53.0% ↑1.917.9%T21972
15Mexico1.0% ↓0.1
1.0%
81.7% ↓0.751.3%T21945
16Uruguay1.0% ↓0.1
1.0%
65.7% ↓0.720.2%T11932
17Japan1.0% ↓0.1
1.0%
52.4% ↑1.123.2%T21940
18Colombia0.9% ↑0.1
0.9%
65.8% ↑0.628.4%T21966
19Croatia0.9% ↓0.1
0.9%
63.5% ↓0.123.1%T22024
20Norway0.9% ↓0.1
0.9%
49.2% ↓0.616.8%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 17:39 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
0.798 ↑0.351
0.900.680.750.85
4England
0.721 ↓0.334
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
0.353
0.430.400.460.05
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 ↓0.7
82%
51%
2South Korea ↓0.1
78%
40%
3Czech Republic ↑0.6
26%
6%
4South Africa ↑0.2
14%
3%

Group B

#TeamAdv1st
1Switzerland ↓0.6
64%
37%
2Qatar ↓0.1
54%
25%
3Canada ↑0.1
42%
19%
4Bosnia and Herzegovina ↑0.6
40%
19%

Group C

#TeamAdv1st
1Brazil ↑0.9
79%
44%
2Morocco ↓0.4
73%
36%
3Scotland ↓0.4
46%
19%
4Haiti ↓0.1
3%
1%

Group D

#TeamAdv1st
1USA ↑0.2
80%
52%
2Australia ↓0.6
78%
39%
3Turkey ↑0.4
36%
8%
4Paraguay ↓0.1
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.3
89%
67%
2Ivory Coast ↓1.2
56%
19%
3Ecuador ↑1.1
37%
10%
4Curaçao ↑0.5
19%
4%

Group F

#TeamAdv1st
1Netherlands ↑0.2
78%
52%
2Japan ↑1.1
52%
23%
3Sweden ↓0.3
37%
13%
4Tunisia ↓1.0
32%
12%

Group G

#TeamAdv1st
1Belgium ↑0.6
81%
54%
2Egypt ↑0.3
54%
22%
3Iran ↓1.8
50%
20%
4New Zealand ↑0.9
15%
4%

Group H

#TeamAdv1st
1Spain ↓0.1
92%
71%
2Uruguay ↓0.7
66%
20%
3Cape Verde ↑0.4
29%
6%
4Saudi Arabia ↑0.4
14%
2%

Group I

#TeamAdv1st
1France ↓1.4
87%
63%
2Senegal ↑1.9
53%
18%
3Norway ↓0.6
49%
17%
4Iraq ↑0.1
11%
2%

Group J

#TeamAdv1st
1Argentina ↓0.1
88%
66%
2Austria ↑0.2
56%
19%
3Algeria ↑0.2
40%
11%
4Jordan ↓0.3
16%
3%

Group K

#TeamAdv1st
1Portugal ↓0.3
84%
57%
2Colombia ↑0.6
66%
28%
3DR Congo ↑0.4
26%
7%
4Uzbekistan ↓0.8
25%
7%

Group L

#TeamAdv1st
1England ↓0.5
88%
65%
2Croatia ↓0.1
64%
23%
3Ghana ↑0.4
28%
7%
4Panama ↑0.2
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 Korea2.16-1.323-14-25+40+0142419(7)52.8-47.21
A2026-06-12South AfricaCzech Republic1.39-1.790-11-34+30+0132428(10)48.7-51.34
A2026-06-18MexicoCzech Republic2.04-1.190-01-02+20+0102417(6)56.2-43.84
A2026-06-18South KoreaSouth Africa2.02-1.430-12-12+30+0102028(10)54.7-45.33
A2026-06-24MexicoSouth Africa2.11-1.05CF2-02+20+091628(10)57.5-42.54
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-12+20+0102524(8)53.4-46.62
B2026-06-12SwitzerlandCanada1.72-1.310-00-12+20+092224(8)54.2-45.82
B2026-06-12QatarBosnia and Herzegovina1.43-1.210-11-10+00+082727(9)50.9-49.12
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.470-01-01+20+0142727(9)56.5-43.54
B2026-06-18CanadaQatar1.27-1.120-10-12+30+052923(8)51.4-48.61
B2026-06-24SwitzerlandQatar1.49-1.27CF1-14+40+0102922(8)55.6-44.41
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-12+30+092119(7)52.4-47.60
C2026-06-12BrazilMorocco2.19-1.91CF1-13+40+0162230(11)50.4-49.66
C2026-06-12ScotlandHaiti1.81-1.18CF1-01+10+042324(8)56.4-43.64
C2026-06-18BrazilScotland2.42-1.310-11-12+10+0122627(10)57.2-42.85
C2026-06-18MoroccoHaiti2.64-1.071-11-11+10+093229(11)63.2-36.81
C2026-06-24BrazilHaiti2.75-0.970-02-01+10+0132427(9)63.6-36.42
C2026-06-24MoroccoScotland2.33-1.441-03-13+20+0103720(7)56.9-43.13
D2026-06-12USAParaguay2.14-0.91CF4-14+50+0172230(11)55.6-44.41
D2026-06-12AustraliaTurkey1.13-1.94CF2-02+30+0132731(11)51.2-48.81
D2026-06-18USAAustralia2.09-1.250-00-11+10+071723(8)53.2-46.83
D2026-06-18ParaguayTurkey0.82-1.970-30-31+10+1113623(8)48.8-51.22
D2026-06-24USATurkey1.41-1.390-00-12+20+091821(7)54.4-45.63
D2026-06-24ParaguayAustralia1.25-1.741-12-22+10+0113027(10)47.6-52.42
E2026-06-12GermanyEcuador2.54-1.191-11-11+10+0102133(12)57.6-42.44
E2026-06-12Ivory CoastCuraçao2.23-1.310-12-22+30+072717(6)54.2-45.80
E2026-06-18GermanyIvory Coast2.67-1.581-02-12+30+0132124(9)58.6-41.42
E2026-06-18EcuadorCuraçao1.68-1.240-01-12+21+0112626(10)55.3-44.72
E2026-06-24GermanyCuraçao3.21-1.111-03-03+30+0132425(9)62.9-37.10
E2026-06-24EcuadorIvory Coast1.40-1.770-10-32+20+052430(10)51.1-48.92
F2026-06-12NetherlandsJapan2.46-1.730-10-42+10+1132126(10)53.5-46.55
F2026-06-12SwedenTunisia1.17-1.140-11-23+30+0113022(8)49.6-50.42
F2026-06-18NetherlandsSweden1.67-0.951-23-40+10+0122620(7)59.3-40.72
F2026-06-18JapanTunisia2.13-1.680-21-32+30+091931(11)55.4-44.62
F2026-06-24NetherlandsTunisia2.72-1.504-05-22+20+0102725(9)58.9-41.13
F2026-06-24JapanSweden1.31-1.060-01-21+20+051915(5)55.8-44.26
G2026-06-12BelgiumEgypt2.40-1.631-11-22+20+0143043(15)57.6-42.42
G2026-06-12IranNew Zealand2.22-1.251-12-13+20+092617(6)57.5-42.51
G2026-06-18BelgiumIran2.34-1.540-01-00+10+092123(8)55.0-45.02
G2026-06-18EgyptNew Zealand2.34-1.293-04-02+10+092823(8)54.8-45.23
G2026-06-24BelgiumNew Zealand3.00-1.122-12-22+20+0121829(10)62.4-37.62
G2026-06-24EgyptIran1.82-1.780-05-23+20+0112226(9)47.3-52.75
H2026-06-12SpainCape Verde3.38-1.332-05-23+40+0102132(11)66.9-33.12
H2026-06-12UruguaySaudi Arabia2.17-0.982-03-12+10+0102825(9)57.3-42.75
H2026-06-18SpainSaudi Arabia3.37-0.942-04-01+20+0112733(11)66.6-33.40
H2026-06-18UruguayCape Verde2.17-1.380-32-41+00+0133123(8)57.6-42.44
H2026-06-24SpainUruguay2.80-1.733-03-23+40+0152228(10)59.3-40.75
H2026-06-24Cape VerdeSaudi Arabia1.66-1.182-14-11+10+0141716(6)49.7-50.33
I2026-06-12FranceSenegal2.87-1.730-00-02+30+0132835(13)56.4-43.66
I2026-06-12NorwayIraq2.14-1.060-12-12+30+0112127(10)53.7-46.35
I2026-06-18FranceNorway2.84-1.671-01-12+30+0112130(10)60.4-39.62
I2026-06-18SenegalIraq2.22-1.081-02-12+20+092427(10)57.7-42.32
I2026-06-24FranceIraq3.25-0.950-00-02+20+052817(6)64.1-35.94
I2026-06-24SenegalNorway1.94-1.890-00-33+30+1142232(11)54.0-46.04
J2026-06-12ArgentinaAustria2.74-1.673-25-52+10+0182534(12)61.2-38.82
J2026-06-12AlgeriaJordan2.06-1.370-11-22+20+0101927(10)53.6-46.40
J2026-06-18ArgentinaAlgeria2.95-1.490-04-03+20+0153428(10)62.4-37.63
J2026-06-18AustriaJordan2.30-1.281-01-02+20+0122525(9)54.9-45.13
J2026-06-24ArgentinaJordan3.37-1.140-02-15+40+0121728(10)66.1-33.91
J2026-06-24AustriaAlgeria2.01-1.671-32-31+10+0112719(7)51.3-48.71
K2026-06-12PortugalColombia2.12-1.562-03-11+20+0172231(11)53.3-46.74
K2026-06-12UzbekistanDR Congo1.69-1.690-01-22+20+092024(9)50.8-49.20
K2026-06-18PortugalUzbekistan2.82-1.243-14-24+40+1103221(7)60.1-39.94
K2026-06-18ColombiaDR Congo2.13-1.270-12-22+20+0253127(9)57.5-42.54
K2026-06-24PortugalDR Congo2.85-1.252-06-22+30+0112427(9)60.8-39.25
K2026-06-24ColombiaUzbekistan2.11-1.250-03-11+00+0142319(7)56.8-43.21
L2026-06-12EnglandCroatia2.74-1.800-01-10+10+0132628(10)54.4-45.62
L2026-06-12GhanaPanama1.81-1.601-32-61+10+052134(12)47.3-52.74
L2026-06-18EnglandGhana3.15-1.362-02-01+20+092328(10)64.4-35.62
L2026-06-18CroatiaPanama2.39-1.392-03-13+20+091729(10)57.3-42.71
L2026-06-24EnglandPanama3.27-1.252-13-12+20+0181929(10)61.7-38.35
L2026-06-24CroatiaGhana2.30-1.521-02-02+10+0161930(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: 2026-07-08 17:39 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。