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 · 2026-06-25 18:05 UTC
模型冠军
Spain
概率 12.8%
2022回测准确率
49%
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+23 / -23
BCanada1-1Bosnia and Herzegovina-9 / +9
BQatar1-1Switzerland+19 / -19
CBrazil1-1Morocco+5 / -5
CHaiti0-1Scotland-17 / +17
DUSA4-1Paraguay+18 / -18
DAustralia2-0Turkey+31 / -31

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 2026-06-25 18:05 UTC

#球队夺冠概率条小组出线小组第1级别ELO
1Spain12.8% ↑0.9
12.8%
92.6% ↑0.371.0%T12235
2Brazil10.9% ↑0.1
10.9%
77.4% ↓0.243.1%T12031
3France10.7% ↓0.5
10.7%
87.8% ↓0.163.7%T12209
4Argentina8.8% ↓0.8
8.8%
88.1% ↓0.565.7%T12189
5England8.3% ↓0.6
8.3%
88.4% ↓0.464.2%T12155
6Germany8.0% ↑0.6
8.0%
88.4% ↓0.766.1%T12029
7Netherlands7.0% ↑0.4
7.0%
77.4% ↓0.152.0%T12069
8Morocco6.2% ↓0.3
6.2%
72.7% ↓0.335.5%T12080
9Portugal4.8% ↓0.2
4.8%
84.1% ↓0.158.1%T12077
10Turkey3.6% ↓0.1
3.6%
35.2%7.7%T21753
11Belgium3.5% ↑0.1
3.5%
81.6% ↑0.655.1%T12042
12Switzerland1.5% ↑0.3
1.5%
63.5% ↓1.136.9%T21902
13USA1.5%
1.5%
79.1% ↓0.251.7%T21898
14Uruguay1.3% ↑0.2
1.3%
65.2% ↓1.221.0%T11932
15Mexico1.2%
1.2%
81.2% ↓1.350.6%T21943
16Croatia0.9% ↓0.1
0.9%
62.6% ↓1.123.9%T21999
17Colombia0.9% ↑0.1
0.9%
65.5% ↑0.327.6%T21963
18Senegal0.9%
0.9%
51.1% ↑0.117.6%T21972
19Japan0.9% ↓0.1
0.9%
53.4% ↑2.123.3%T21940
20Norway0.8% ↓0.2
0.8%
49.9%16.5%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 2026-06-25 18:05 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
1Brazil
1.419 ↑0.247
0.520.110.945.00
2England
1.043 ↓0.012
0.720.380.582.94
3Mexico
1.018 ↑0.528
0.000.900.583.23
4Scotland
0.974 ↓0.534
0.000.000.843.83
5USA
0.705 ↓0.845
0.000.820.362.06
6Argentina
0.691 ↑0.183
0.761.000.150.88
7Morocco
0.685 ↓0.408
0.001.000.331.76
8Czech Republic
0.615
0.001.000.281.47
9Portugal
0.566 ↑0.242
0.600.690.150.88
10Canada
0.554 ↓0.042
0.000.450.361.76
11Germany
0.549 ↑0.270
0.470.460.231.18
12Haiti
0.541 ↓0.631
0.001.000.231.18
13Croatia
0.524 ↑0.375
0.000.670.261.47
14Egypt
0.523
0.001.000.151.18
15Australia
0.510 ↓0.079
0.000.610.261.47
16Spain
0.428 ↑0.285
0.770.500.050.29
17Uruguay
0.394
0.001.000.100.59
18Netherlands
0.392 ↓0.245
0.440.500.500.05
19Ghana
0.380 ↑0.181
0.000.610.200.88
20Switzerland
0.364 ↓0.237
0.000.260.261.18

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
Mexico69%
Morocco31%
Switzerland37%
Australia63%
Brazil16%
Ivory Coast84%
USA56%
Japan44%
Germany24%
South Korea76%
Netherlands10%
Qatar90%
Belgium40%
Senegal60%
Spain7%
Austria93%
France20%
Colombia80%
Argentina25%
Croatia75%
Portugal14%
Egypt86%
England22%
Uruguay78%
R16
Morocco26%
Switzerland74%
Brazil37%
Japan63%
Germany56%
Netherlands44%
Belgium75%
Spain25%
France47%
Argentina53%
Portugal61%
England39%
QF
Morocco43%
Brazil57%
Netherlands50%
Netherlands50%
Spain46%
France54%
England50%
England50%
SF
Morocco48%
Netherlands52%
Spain39%
England61%
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
69%
vs
31%
Morocco 🏆
R32Switzerland 🏆
37%
vs
63%
Australia
R32Brazil 🏆
16%
vs
84%
Ivory Coast
R32USA
56%
vs
44%
Japan 🏆
R32Germany 🏆
24%
vs
76%
South Korea
R32Netherlands 🏆
10%
vs
90%
Qatar
R32Belgium 🏆
40%
vs
60%
Senegal
R32Spain 🏆
7%
vs
93%
Austria
R32France 🏆
20%
vs
80%
Colombia
R32Argentina 🏆
25%
vs
75%
Croatia
R32Portugal 🏆
14%
vs
86%
Egypt
R32England 🏆
22%
vs
78%
Uruguay
R16Morocco 🏆
26%
vs
74%
Switzerland
R16Brazil 🏆
37%
vs
63%
Japan
R16Germany
56%
vs
44%
Netherlands 🏆
R16Belgium
75%
vs
25%
Spain 🏆
R16France 🏆
47%
vs
53%
Argentina
R16Portugal
61%
vs
39%
England 🏆
QFMorocco 🏆
43%
vs
57%
Brazil
QFNetherlands 🏆
50%
vs
50%
Netherlands 🏆
QFSpain 🏆
46%
vs
54%
France
QFEngland 🏆
50%
vs
50%
England 🏆
SFMorocco 🏆
48%
vs
52%
Netherlands
SFSpain 🏆
39%
vs
61%
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 ↓1.3
81%
51%
2South Korea
78%
41%
3Czech Republic ↑1.1
27%
6%
4South Africa ↑0.2
14%
3%

Group B

#TeamAdv1st
1Switzerland ↓1.1
64%
37%
2Qatar ↓0.1
54%
24%
3Canada ↑0.6
42%
20%
4Bosnia and Herzegovina ↑0.7
40%
19%

Group C

#TeamAdv1st
1Brazil ↓0.2
77%
43%
2Morocco ↓0.3
73%
36%
3Scotland ↑0.6
47%
20%
4Haiti
3%
1%

Group D

#TeamAdv1st
1USA ↓0.2
79%
52%
2Australia ↓0.3
78%
40%
3Turkey
35%
8%
4Paraguay ↑0.5
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.7
88%
66%
2Ivory Coast ↓1.1
56%
19%
3Ecuador ↑1.3
37%
10%
4Curaçao ↑0.5
19%
4%

Group F

#TeamAdv1st
1Netherlands ↓0.1
77%
52%
2Japan ↑2.1
53%
23%
3Sweden ↓1.1
37%
13%
4Tunisia ↓0.8
33%
12%

Group G

#TeamAdv1st
1Belgium ↑0.6
82%
55%
2Egypt ↓0.2
53%
21%
3Iran ↓1.0
51%
20%
4New Zealand ↑0.5
14%
4%

Group H

#TeamAdv1st
1Spain ↑0.3
93%
71%
2Uruguay ↓1.2
65%
21%
3Cape Verde ↑0.9
29%
6%
4Saudi Arabia ↓0.1
13%
2%

Group I

#TeamAdv1st
1France ↓0.1
88%
64%
2Senegal ↑0.1
51%
18%
3Norway
50%
16%
4Iraq
11%
2%

Group J

#TeamAdv1st
1Argentina ↓0.5
88%
66%
2Austria ↓0.8
55%
19%
3Algeria ↑1.0
41%
12%
4Jordan ↑0.3
16%
3%

Group K

#TeamAdv1st
1Portugal ↓0.1
84%
58%
2Colombia ↑0.3
65%
28%
3Uzbekistan ↓0.1
25%
8%
4DR Congo ↓0.1
25%
7%

Group L

#TeamAdv1st
1England ↓0.4
88%
64%
2Croatia ↓1.1
63%
24%
3Ghana ↑0.7
28%
7%
4Panama ↑0.7
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 Korea2.16-1.321-21-42+10+0113329(10)52.9-47.12
A2026-06-12South AfricaCzech Republic1.39-1.790-11-11+10+092527(9)48.7-51.31
A2026-06-18MexicoCzech Republic2.04-1.193-04-01+00+0123525(9)56.2-43.82
A2026-06-18South KoreaSouth Africa2.02-1.431-12-13+30+0112225(9)54.6-45.44
A2026-06-24MexicoSouth Africa2.11-1.05CF2-03+30+063321(7)57.5-42.54
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-12+10+0112224(9)53.3-46.73
B2026-06-12SwitzerlandCanada1.72-1.310-02-13+30+0161723(9)54.1-45.91
B2026-06-12QatarBosnia and Herzegovina1.43-1.210-10-42+20+091718(7)50.8-49.22
B2026-06-18SwitzerlandBosnia and Herzegovina2.04-1.472-04-22+20+061824(9)56.4-43.61
B2026-06-18CanadaQatar1.27-1.122-13-12+31+0122316(5)51.5-48.54
B2026-06-24SwitzerlandQatar1.49-1.27CF1-12+30+072023(9)55.6-44.43
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-12+30+092924(9)52.4-47.62
C2026-06-12BrazilMorocco2.19-1.91CF1-12+20+0102229(11)50.3-49.74
C2026-06-12ScotlandHaiti1.80-1.18CF1-04+41+0103924(9)56.2-43.81
C2026-06-18BrazilScotland2.42-1.312-13-32+30+061533(12)57.3-42.71
C2026-06-18MoroccoHaiti2.64-1.071-02-23+40+0132031(11)63.2-36.81
C2026-06-24BrazilHaiti2.74-0.971-01-12+20+052326(9)63.5-36.53
C2026-06-24MoroccoScotland2.33-1.441-02-12+20+0112419(6)57.0-43.03
D2026-06-12USAParaguay2.12-0.91CF4-11+20+052428(10)54.9-45.13
D2026-06-12AustraliaTurkey1.13-1.94CF2-02+30+0152923(9)51.1-48.92
D2026-06-18USAAustralia2.08-1.253-03-03+30+0112415(5)52.5-47.51
D2026-06-18ParaguayTurkey0.82-1.970-00-01+11+0143323(9)48.7-51.31
D2026-06-24USATurkey1.40-1.390-10-23+40+0122028(10)53.6-46.41
D2026-06-24ParaguayAustralia1.25-1.730-10-22+10+0102524(9)47.6-52.41
E2026-06-12GermanyEcuador2.54-1.190-01-21+10+072526(9)57.5-42.51
E2026-06-12Ivory CoastCuraçao2.23-1.312-03-02+10+0102128(10)54.2-45.81
E2026-06-18GermanyIvory Coast2.67-1.584-08-22+30+093229(10)58.6-41.43
E2026-06-18EcuadorCuraçao1.68-1.241-01-12+10+063019(6)55.3-44.75
E2026-06-24GermanyCuraçao3.21-1.111-02-10+10+0122938(13)62.8-37.23
E2026-06-24EcuadorIvory Coast1.40-1.771-11-22+20+091925(9)51.1-48.96
F2026-06-12NetherlandsJapan2.46-1.731-12-12+20+0102623(8)53.5-46.52
F2026-06-12SwedenTunisia1.17-1.141-04-00+10+0112214(5)49.6-50.42
F2026-06-18NetherlandsSweden1.67-0.950-00-11+20+0102820(7)59.3-40.72
F2026-06-18JapanTunisia2.13-1.680-00-22+20+092326(10)55.4-44.62
F2026-06-24NetherlandsTunisia2.72-1.502-02-02+20+0152528(10)58.9-41.12
F2026-06-24JapanSweden1.31-1.060-20-41+20+042523(8)55.8-44.22
G2026-06-12BelgiumEgypt2.40-1.630-01-01+20+0101726(9)57.6-42.42
G2026-06-12IranNew Zealand2.22-1.252-02-02+10+092535(13)57.5-42.51
G2026-06-18BelgiumIran2.34-1.542-04-12+30+0112224(9)55.0-45.01
G2026-06-18EgyptNew Zealand2.34-1.290-02-03+30+0132430(11)54.8-45.21
G2026-06-24BelgiumNew Zealand3.00-1.120-03-12+30+042343(15)62.4-37.64
G2026-06-24EgyptIran1.82-1.782-13-11+00+052528(10)47.3-52.70
H2026-06-12SpainCape Verde3.38-1.330-02-13+30+0152331(11)66.9-33.11
H2026-06-12UruguaySaudi Arabia2.17-0.981-13-13+30+073022(8)57.3-42.70
H2026-06-18SpainSaudi Arabia3.37-0.941-22-23+30+092619(7)66.6-33.43
H2026-06-18UruguayCape Verde2.17-1.380-11-10+00+192921(7)57.6-42.41
H2026-06-24SpainUruguay2.80-1.731-14-13+40+0182523(8)59.3-40.71
H2026-06-24Cape VerdeSaudi Arabia1.66-1.180-00-12+20+072219(6)49.7-50.34
I2026-06-12FranceSenegal2.87-1.731-13-22+20+0112825(9)56.4-43.63
I2026-06-12NorwayIraq2.14-1.060-02-11+20+0102730(11)53.7-46.33
I2026-06-18FranceNorway2.84-1.670-10-14+40+0122432(11)60.4-39.61
I2026-06-18SenegalIraq2.22-1.081-02-14+30+0123129(10)57.7-42.33
I2026-06-24FranceIraq3.25-0.954-05-00+10+092732(11)64.1-35.92
I2026-06-24SenegalNorway1.94-1.891-21-63+20+092330(10)54.0-46.00
J2026-06-12ArgentinaAustria2.72-1.663-15-23+30+062330(11)61.1-38.93
J2026-06-12AlgeriaJordan2.06-1.371-01-21+00+062830(11)53.6-46.41
J2026-06-18ArgentinaAlgeria2.93-1.493-06-12+10+062434(12)61.7-38.34
J2026-06-18AustriaJordan2.29-1.280-12-12+20+0103133(12)54.3-45.72
J2026-06-24ArgentinaJordan3.35-1.143-06-02+20+0142232(11)65.3-34.71
J2026-06-24AustriaAlgeria2.00-1.671-01-33+40+073725(9)50.6-49.41
K2026-06-12PortugalColombia2.12-1.560-00-04+50+072930(11)53.4-46.64
K2026-06-12UzbekistanDR Congo1.69-1.690-02-02+30+072322(7)50.8-49.20
K2026-06-18PortugalUzbekistan2.82-1.240-02-02+10+0152234(12)60.1-39.94
K2026-06-18ColombiaDR Congo2.13-1.270-11-22+30+043128(10)57.5-42.52
K2026-06-24PortugalDR Congo2.85-1.250-00-04+40+0162430(11)60.8-39.22
K2026-06-24ColombiaUzbekistan2.11-1.251-02-02+20+0173433(12)56.7-43.34
L2026-06-12EnglandCroatia2.73-1.792-12-12+30+052723(8)54.4-45.62
L2026-06-12GhanaPanama1.81-1.600-02-02+10+0162826(9)47.3-52.73
L2026-06-18EnglandGhana3.13-1.363-04-01+10+0182534(12)63.8-36.23
L2026-06-18CroatiaPanama2.38-1.391-03-13+20+0121529(10)56.7-43.31
L2026-06-24EnglandPanama3.25-1.253-24-35+60+061938(14)61.1-38.91
L2026-06-24CroatiaGhana2.29-1.520-01-22+30+0112318(6)59.4-40.60

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 49%(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: 2026-06-25 18:05 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。