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 · 2026-07-01 16:21 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 2026-07-01 16:21 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%
91.7% ↓0.670.3%T12235
2France11.6% ↑0.5
11.6%
87.2% ↓0.763.3%T12209
3Brazil10.6% ↓0.3
10.6%
78.3% ↑0.643.6%T12035
4England9.2% ↑0.3
9.2%
88.3% ↓0.464.9%T12180
5Argentina9.2% ↓0.4
9.2%
88.4% ↓0.165.5%T12219
6Germany7.6% ↑0.3
7.6%
88.4% ↓0.766.8%T12031
7Netherlands7.1% ↑0.5
7.1%
77.0% ↓0.552.3%T12069
8Morocco5.9% ↓0.6
5.9%
72.5% ↓0.535.0%T12080
9Portugal4.7% ↓0.3
4.7%
84.0% ↓0.257.2%T12077
10Turkey3.4% ↓0.3
3.4%
36.1% ↑1.07.7%T21754
11Belgium3.1% ↓0.2
3.1%
81.1% ↑0.254.8%T12042
12USA1.6% ↑0.1
1.6%
78.8% ↓0.551.7%T21928
13Uruguay1.2% ↑0.2
1.2%
66.8% ↑0.421.7%T11932
14Switzerland1.2% ↑0.1
1.2%
64.1% ↓0.636.7%T21906
15Japan1.1%
1.1%
52.5% ↑1.223.2%T21940
16Mexico1.0% ↓0.1
1.0%
81.8% ↓0.750.7%T21945
17Senegal0.9%
0.9%
52.2% ↑1.118.2%T21972
18Croatia0.9% ↓0.1
0.9%
64.1% ↑0.423.7%T22024
19Colombia0.8%
0.8%
65.8% ↑0.728.2%T21966
20Norway0.8% ↓0.2
0.8%
49.7% ↓0.216.4%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 2026-07-01 16:21 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
0.803 ↑0.295
0.820.750.880.75
2France
0.797 ↑0.350
0.900.680.750.85
3Spain
0.773 ↑0.630
0.700.720.810.90
4England
0.669 ↓0.386
0.630.650.760.65
5Brazil
0.641 ↓0.531
0.590.700.710.55
6Portugal
0.542 ↑0.218
0.470.620.670.40
7Germany
0.370 ↑0.091
0.000.580.620.35
8Morocco
0.343 ↓0.750
0.000.600.650.15
9Netherlands
0.331 ↓0.306
0.000.550.580.25
10USA
0.309 ↓1.241
0.000.520.680.05
11Mexico
0.307 ↓0.183
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
16Ghana
0.260 ↑0.061
0.000.500.500.05
17Algeria
0.260
0.000.500.500.05
18Cape Verde
0.260
0.000.500.500.05
19Paraguay
0.260 ↓0.483
0.000.500.500.05
20DR Congo
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 ↓0.7
82%
51%
2South Korea ↓0.2
78%
40%
3Czech Republic ↑1.1
27%
7%
4South Africa ↓0.1
13%
2%

Group B

#TeamAdv1st
1Switzerland ↓0.6
64%
37%
2Qatar ↓0.3
54%
25%
3Canada ↑0.3
42%
20%
4Bosnia and Herzegovina ↑0.5
40%
18%

Group C

#TeamAdv1st
1Brazil ↑0.6
78%
44%
2Morocco ↓0.5
72%
35%
3Scotland ↓0.4
46%
20%
4Haiti ↑0.2
4%
2%

Group D

#TeamAdv1st
1USA ↓0.5
79%
52%
2Australia ↓0.6
78%
39%
3Turkey ↑1.0
36%
8%
4Paraguay ↑0.2
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.7
88%
67%
2Ivory Coast ↓1.2
56%
19%
3Ecuador ↑1.6
37%
10%
4Curaçao ↑0.3
19%
4%

Group F

#TeamAdv1st
1Netherlands ↓0.5
77%
52%
2Japan ↑1.2
52%
23%
3Sweden ↓1.6
36%
12%
4Tunisia ↑0.9
34%
12%

Group G

#TeamAdv1st
1Belgium ↑0.2
81%
55%
2Egypt ↑0.2
54%
22%
3Iran ↓0.6
51%
20%
4New Zealand ↑0.2
14%
4%

Group H

#TeamAdv1st
1Spain ↓0.6
92%
70%
2Uruguay ↑0.4
67%
22%
3Cape Verde
28%
6%
4Saudi Arabia ↑0.2
13%
2%

Group I

#TeamAdv1st
1France ↓0.7
87%
63%
2Senegal ↑1.1
52%
18%
3Norway ↓0.2
50%
16%
4Iraq ↓0.2
11%
2%

Group J

#TeamAdv1st
1Argentina ↓0.1
88%
65%
2Austria ↑0.8
56%
19%
3Algeria ↑0.1
40%
12%
4Jordan ↓0.8
15%
3%

Group K

#TeamAdv1st
1Portugal ↓0.2
84%
57%
2Colombia ↑0.7
66%
28%
3DR Congo
25%
8%
4Uzbekistan ↓0.4
25%
7%

Group L

#TeamAdv1st
1England ↓0.4
88%
65%
2Croatia ↑0.4
64%
24%
3Ghana ↓0.1
27%
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 Korea2.16-1.321-02-02+10+0132629(10)52.8-47.22
A2026-06-12South AfricaCzech Republic1.39-1.792-02-03+20+0102832(11)48.7-51.33
A2026-06-18MexicoCzech Republic2.04-1.190-12-24+30+063424(8)56.2-43.83
A2026-06-18South KoreaSouth Africa2.02-1.430-03-12+30+072524(8)54.7-45.31
A2026-06-24MexicoSouth Africa2.11-1.05CF2-02+10+072221(8)57.5-42.53
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-11+00+061725(9)53.4-46.66
B2026-06-12SwitzerlandCanada1.72-1.310-01-11+20+0142626(10)54.2-45.83
B2026-06-12QatarBosnia and Herzegovina1.43-1.210-02-12+10+091528(10)50.9-49.10
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.473-05-12+20+062925(9)56.5-43.50
B2026-06-18CanadaQatar1.27-1.120-11-13+30+041724(9)51.4-48.62
B2026-06-24SwitzerlandQatar1.49-1.27CF1-12+30+0101919(7)55.6-44.43
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-12+30+0102036(13)52.4-47.61
C2026-06-12BrazilMorocco2.19-1.91CF1-12+21+0161524(9)50.4-49.62
C2026-06-12ScotlandHaiti1.81-1.18CF1-01+10+0112121(8)56.4-43.61
C2026-06-18BrazilScotland2.42-1.311-02-14+40+0111741(14)57.2-42.85
C2026-06-18MoroccoHaiti2.64-1.071-03-03+30+062824(9)63.2-36.82
C2026-06-24BrazilHaiti2.75-0.972-13-21+20+0112925(9)63.6-36.45
C2026-06-24MoroccoScotland2.33-1.440-02-22+20+0172430(11)56.9-43.10
D2026-06-12USAParaguay2.14-0.91CF4-11+21+082424(8)55.6-44.43
D2026-06-12AustraliaTurkey1.13-1.94CF2-02+20+052325(9)51.2-48.80
D2026-06-18USAAustralia2.09-1.250-13-11+20+0112930(11)53.2-46.84
D2026-06-18ParaguayTurkey0.82-1.972-02-01+10+082831(11)48.8-51.25
D2026-06-24USATurkey1.41-1.390-11-30+10+0181522(8)54.4-45.61
D2026-06-24ParaguayAustralia1.25-1.742-22-32+10+091425(9)47.6-52.41
E2026-06-12GermanyEcuador2.54-1.194-24-22+30+094031(11)57.6-42.42
E2026-06-12Ivory CoastCuraçao2.23-1.310-02-12+20+0132027(10)54.2-45.82
E2026-06-18GermanyIvory Coast2.67-1.581-03-21+10+092230(11)58.6-41.43
E2026-06-18EcuadorCuraçao1.68-1.241-02-11+10+083127(9)55.3-44.74
E2026-06-24GermanyCuraçao3.21-1.111-03-13+40+072828(10)62.9-37.14
E2026-06-24EcuadorIvory Coast1.40-1.770-02-11+10+0102420(7)51.1-48.93
F2026-06-12NetherlandsJapan2.46-1.732-14-13+20+0141930(11)53.5-46.54
F2026-06-12SwedenTunisia1.17-1.140-01-20+10+092430(10)49.6-50.49
F2026-06-18NetherlandsSweden1.67-0.950-20-32+20+0151622(8)59.3-40.73
F2026-06-18JapanTunisia2.13-1.681-11-22+30+0122132(11)55.4-44.64
F2026-06-24NetherlandsTunisia2.72-1.501-21-21+20+0113328(10)58.9-41.10
F2026-06-24JapanSweden1.31-1.060-03-02+30+081913(5)55.8-44.22
G2026-06-12BelgiumEgypt2.40-1.632-23-23+40+0122427(9)57.6-42.44
G2026-06-12IranNew Zealand2.22-1.251-02-04+40+042720(7)57.5-42.56
G2026-06-18BelgiumIran2.34-1.541-02-02+20+082617(6)55.0-45.03
G2026-06-18EgyptNew Zealand2.34-1.292-04-12+10+093430(11)54.8-45.23
G2026-06-24BelgiumNew Zealand3.00-1.121-03-11+20+0101632(11)62.4-37.62
G2026-06-24EgyptIran1.82-1.782-04-05+50+192026(9)47.3-52.72
H2026-06-12SpainCape Verde3.38-1.331-04-00+00+0111631(11)66.9-33.13
H2026-06-12UruguaySaudi Arabia2.17-0.983-13-32+20+0133428(10)57.3-42.73
H2026-06-18SpainSaudi Arabia3.37-0.940-11-11+20+0141940(14)66.6-33.42
H2026-06-18UruguayCape Verde2.17-1.383-14-23+30+0112235(12)57.6-42.44
H2026-06-24SpainUruguay2.80-1.731-01-11+20+093133(12)59.3-40.75
H2026-06-24Cape VerdeSaudi Arabia1.66-1.181-12-32+30+092220(7)49.7-50.34
I2026-06-12FranceSenegal2.87-1.730-02-10+00+0142432(11)56.4-43.64
I2026-06-12NorwayIraq2.14-1.062-03-13+30+082025(8)53.7-46.35
I2026-06-18FranceNorway2.84-1.671-13-12+20+0111527(9)60.4-39.64
I2026-06-18SenegalIraq2.22-1.080-01-02+10+092326(9)57.7-42.36
I2026-06-24FranceIraq3.25-0.951-02-04+50+0102119(6)64.1-35.93
I2026-06-24SenegalNorway1.94-1.891-02-12+10+092334(12)54.0-46.02
J2026-06-12ArgentinaAustria2.74-1.671-11-33+30+083727(9)61.2-38.81
J2026-06-12AlgeriaJordan2.06-1.370-01-13+30+063127(9)53.6-46.44
J2026-06-18ArgentinaAlgeria2.95-1.491-14-22+10+0112324(8)62.4-37.60
J2026-06-18AustriaJordan2.30-1.281-02-21+20+0151532(12)54.9-45.15
J2026-06-24ArgentinaJordan3.37-1.141-12-22+20+042931(11)66.1-33.93
J2026-06-24AustriaAlgeria2.01-1.671-11-21+10+042639(14)51.3-48.70
K2026-06-12PortugalColombia2.12-1.561-01-21+20+0173025(9)53.3-46.72
K2026-06-12UzbekistanDR Congo1.69-1.690-11-31+20+052824(8)50.8-49.26
K2026-06-18PortugalUzbekistan2.82-1.241-02-13+20+0122622(8)60.1-39.94
K2026-06-18ColombiaDR Congo2.13-1.272-12-12+20+0102727(10)57.5-42.58
K2026-06-24PortugalDR Congo2.85-1.250-02-01+20+0102919(6)60.8-39.24
K2026-06-24ColombiaUzbekistan2.11-1.250-02-14+30+091831(11)56.8-43.24
L2026-06-12EnglandCroatia2.74-1.802-22-22+20+0132529(11)54.4-45.64
L2026-06-12GhanaPanama1.81-1.601-02-02+20+1123319(7)47.3-52.75
L2026-06-18EnglandGhana3.15-1.361-03-01+20+0112728(10)64.4-35.61
L2026-06-18CroatiaPanama2.39-1.391-03-02+20+0102429(11)57.3-42.72
L2026-06-24EnglandPanama3.27-1.252-22-22+30+092128(10)61.7-38.35
L2026-06-24CroatiaGhana2.30-1.521-12-32+30+072015(5)60.0-40.03

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: 2026-07-01 16:21 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。