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 · 2026-07-05 02:27 UTC
模型冠军
Spain
概率 12.2%
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 2026-07-05 02:27 UTC

#球队夺冠概率条小组出线小组第1级别ELO
1Spain12.2% ↑0.3
12.2%
92.4% ↑0.171.3%T12235
2France10.7% ↓0.5
10.7%
87.4% ↓0.663.8%T12209
3Brazil10.3% ↓0.5
10.3%
77.5% ↓0.143.2%T12035
4Argentina9.4% ↓0.2
9.4%
88.5% ↓0.165.8%T12219
5England8.4% ↓0.6
8.4%
88.4% ↓0.465.3%T12180
6Germany8.3% ↑0.9
8.3%
88.6% ↓0.466.8%T12031
7Netherlands6.8% ↑0.2
6.8%
77.4% ↓0.251.1%T12069
8Morocco6.2% ↓0.3
6.2%
73.3% ↑0.435.6%T12080
9Portugal4.7% ↓0.3
4.7%
84.3% ↑0.158.9%T12077
10Turkey3.7%
3.7%
34.4% ↓0.77.6%T21754
11Belgium3.2% ↓0.1
3.2%
82.0% ↑1.155.1%T12042
12USA1.7% ↑0.2
1.7%
80.0% ↑0.852.8%T21928
13Switzerland1.3% ↑0.1
1.3%
63.7% ↓0.937.1%T21906
14Mexico1.2% ↑0.1
1.2%
81.3% ↓1.151.6%T21945
15Senegal1.1% ↑0.2
1.1%
51.9% ↑0.817.7%T21972
16Japan1.1%
1.1%
52.4% ↑1.123.9%T21940
17Uruguay1.0%
1.0%
65.4% ↓1.020.7%T11932
18Croatia0.9% ↓0.1
0.9%
63.3% ↓0.323.1%T22024
19Norway0.8% ↓0.1
0.8%
49.5% ↓0.316.4%T21802
20Austria0.8% ↑0.3
0.8%
55.4% ↓0.218.8%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 2026-07-05 02:27 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
1France
0.800 ↑0.353
0.910.680.750.85
2Argentina
0.798 ↑0.290
0.810.750.880.75
3Spain
0.793 ↑0.650
0.770.720.810.90
4England
0.659 ↓0.396
0.590.650.760.65
5Brazil
0.623 ↓0.549
0.530.700.710.55
6Portugal
0.549 ↑0.225
0.490.620.670.40
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
0.306 ↓0.184
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
15Colombia
0.267
0.040.480.500.05
16Belgium
0.261 ↑0.118
0.000.480.480.10
17Egypt
0.260
0.000.500.500.05
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 ↓1.1
81%
52%
2South Korea ↑0.2
78%
40%
3Czech Republic ↑0.5
26%
6%
4South Africa ↑0.4
14%
2%

Group B

#TeamAdv1st
1Switzerland ↓0.9
64%
37%
2Qatar ↑0.1
54%
25%
3Canada ↓0.4
41%
19%
4Bosnia and Herzegovina ↑1.2
41%
19%

Group C

#TeamAdv1st
1Brazil ↓0.1
78%
43%
2Morocco ↑0.4
73%
36%
3Scotland ↓0.3
46%
20%
4Haiti ↑0.1
3%
1%

Group D

#TeamAdv1st
1USA ↑0.8
80%
53%
2Australia
79%
39%
3Turkey ↓0.7
34%
8%
4Paraguay ↓0.1
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.4
89%
67%
2Ivory Coast ↓0.9
56%
19%
3Ecuador ↑0.7
36%
10%
4Curaçao ↑0.7
19%
4%

Group F

#TeamAdv1st
1Netherlands ↓0.2
77%
51%
2Japan ↑1.1
52%
24%
3Sweden ↓1.3
36%
13%
4Tunisia ↑0.3
34%
12%

Group G

#TeamAdv1st
1Belgium ↑1.1
82%
55%
2Egypt ↓0.5
53%
22%
3Iran ↓1.8
50%
20%
4New Zealand ↑1.2
15%
4%

Group H

#TeamAdv1st
1Spain ↑0.1
92%
71%
2Uruguay ↓1.0
65%
21%
3Cape Verde ↑0.5
29%
6%
4Saudi Arabia ↑0.5
14%
2%

Group I

#TeamAdv1st
1France ↓0.6
87%
64%
2Senegal ↑0.8
52%
18%
3Norway ↓0.3
50%
16%
4Iraq ↑0.1
11%
2%

Group J

#TeamAdv1st
1Argentina ↓0.1
88%
66%
2Austria ↓0.2
55%
19%
3Algeria ↑0.5
40%
12%
4Jordan ↓0.2
16%
3%

Group K

#TeamAdv1st
1Portugal ↑0.1
84%
59%
2Colombia ↑0.5
66%
28%
3DR Congo ↓0.1
25%
7%
4Uzbekistan ↓0.5
25%
7%

Group L

#TeamAdv1st
1England ↓0.4
88%
65%
2Croatia ↓0.3
63%
23%
3Ghana ↑0.8
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 Korea2.16-1.323-06-02+10+0142235(12)52.8-47.24
A2026-06-12South AfricaCzech Republic1.39-1.790-11-13+31+052023(8)48.7-51.33
A2026-06-18MexicoCzech Republic2.04-1.190-21-34+40+053624(9)56.2-43.84
A2026-06-18South KoreaSouth Africa2.02-1.433-15-11+10+071628(10)54.7-45.30
A2026-06-24MexicoSouth Africa2.11-1.05CF2-03+20+063318(6)57.5-42.53
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-13+20+0172225(9)53.4-46.62
B2026-06-12SwitzerlandCanada1.72-1.310-12-20+11+081927(9)54.2-45.80
B2026-06-12QatarBosnia and Herzegovina1.43-1.210-00-13+30+082523(8)50.9-49.14
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.470-01-13+40+0113125(9)56.5-43.53
B2026-06-18CanadaQatar1.27-1.121-01-21+10+062718(7)51.4-48.62
B2026-06-24SwitzerlandQatar1.49-1.27CF1-12+20+0112429(10)55.6-44.41
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-12+20+0102128(10)52.4-47.61
C2026-06-12BrazilMorocco2.19-1.91CF1-11+20+093526(10)50.4-49.62
C2026-06-12ScotlandHaiti1.81-1.18CF1-04+50+072728(10)56.4-43.60
C2026-06-18BrazilScotland2.42-1.314-05-03+30+0141329(10)57.2-42.82
C2026-06-18MoroccoHaiti2.64-1.070-23-21+10+0132223(8)63.2-36.81
C2026-06-24BrazilHaiti2.75-0.971-03-03+30+0103336(13)63.6-36.45
C2026-06-24MoroccoScotland2.33-1.441-02-13+30+0152532(12)56.9-43.13
D2026-06-12USAParaguay2.14-0.91CF4-12+20+082827(10)55.6-44.42
D2026-06-12AustraliaTurkey1.13-1.94CF2-02+20+092822(8)51.2-48.84
D2026-06-18USAAustralia2.09-1.250-00-23+41+072622(8)53.2-46.83
D2026-06-18ParaguayTurkey0.82-1.970-21-22+10+032922(8)48.8-51.23
D2026-06-24USATurkey1.41-1.391-21-42+20+0102331(11)54.4-45.65
D2026-06-24ParaguayAustralia1.25-1.740-11-24+30+0122431(11)47.6-52.44
E2026-06-12GermanyEcuador2.54-1.193-04-02+20+092127(10)57.6-42.44
E2026-06-12Ivory CoastCuraçao2.23-1.310-10-11+10+082224(9)54.2-45.81
E2026-06-18GermanyIvory Coast2.67-1.581-02-02+20+0142326(9)58.6-41.42
E2026-06-18EcuadorCuraçao1.68-1.240-00-03+30+061936(13)55.3-44.74
E2026-06-24GermanyCuraçao3.21-1.111-01-02+20+0122232(11)62.9-37.10
E2026-06-24EcuadorIvory Coast1.40-1.771-01-22+20+092624(9)51.1-48.91
F2026-06-12NetherlandsJapan2.46-1.730-03-32+10+0112827(10)53.5-46.51
F2026-06-12SwedenTunisia1.17-1.141-11-22+30+061814(5)49.6-50.43
F2026-06-18NetherlandsSweden1.67-0.952-03-01+20+072231(11)59.3-40.72
F2026-06-18JapanTunisia2.13-1.681-12-10+10+172223(8)55.4-44.62
F2026-06-24NetherlandsTunisia2.72-1.501-24-20+10+0131830(11)58.9-41.13
F2026-06-24JapanSweden1.31-1.060-00-04+40+0102418(6)55.8-44.24
G2026-06-12BelgiumEgypt2.40-1.630-04-23+40+0132730(11)57.6-42.40
G2026-06-12IranNew Zealand2.22-1.252-12-13+20+043129(11)57.5-42.51
G2026-06-18BelgiumIran2.34-1.542-04-02+30+0112325(9)55.0-45.04
G2026-06-18EgyptNew Zealand2.34-1.291-21-42+10+0162831(11)54.8-45.23
G2026-06-24BelgiumNew Zealand3.00-1.123-13-11+21+0133029(10)62.4-37.65
G2026-06-24EgyptIran1.82-1.780-01-01+10+082126(9)47.3-52.70
H2026-06-12SpainCape Verde3.38-1.332-02-02+20+0122325(9)66.9-33.12
H2026-06-12UruguaySaudi Arabia2.17-0.981-02-12+10+0113220(7)57.3-42.73
H2026-06-18SpainSaudi Arabia3.37-0.941-02-02+20+0122037(13)66.6-33.43
H2026-06-18UruguayCape Verde2.17-1.382-04-12+10+0122716(6)57.6-42.42
H2026-06-24SpainUruguay2.80-1.730-02-11+20+0142230(10)59.3-40.74
H2026-06-24Cape VerdeSaudi Arabia1.66-1.180-11-20+00+0112523(8)49.7-50.33
I2026-06-12FranceSenegal2.87-1.731-04-22+20+0121831(11)56.4-43.62
I2026-06-12NorwayIraq2.14-1.060-12-21+20+052711(4)53.7-46.33
I2026-06-18FranceNorway2.84-1.671-02-04+40+0131930(11)60.4-39.68
I2026-06-18SenegalIraq2.22-1.080-21-22+10+062423(9)57.7-42.34
I2026-06-24FranceIraq3.25-0.952-05-11+20+0111728(10)64.1-35.92
I2026-06-24SenegalNorway1.94-1.893-13-21+10+0113224(9)54.0-46.01
J2026-06-12ArgentinaAustria2.74-1.671-12-13+20+082914(5)61.2-38.84
J2026-06-12AlgeriaJordan2.06-1.371-13-11+00+0171728(10)53.6-46.45
J2026-06-18ArgentinaAlgeria2.95-1.490-11-22+10+083121(8)62.4-37.63
J2026-06-18AustriaJordan2.30-1.282-13-33+40+052621(7)54.9-45.14
J2026-06-24ArgentinaJordan3.37-1.141-12-11+00+0131940(14)66.1-33.92
J2026-06-24AustriaAlgeria2.01-1.670-13-13+30+0112223(8)51.3-48.74
K2026-06-12PortugalColombia2.12-1.562-13-32+30+062623(8)53.3-46.74
K2026-06-12UzbekistanDR Congo1.69-1.690-31-41+20+0131526(10)50.8-49.22
K2026-06-18PortugalUzbekistan2.82-1.242-14-22+10+0171236(13)60.1-39.93
K2026-06-18ColombiaDR Congo2.13-1.273-14-13+30+072222(7)57.5-42.53
K2026-06-24PortugalDR Congo2.85-1.253-05-13+40+0102326(9)60.8-39.24
K2026-06-24ColombiaUzbekistan2.11-1.252-12-14+30+0113029(10)56.8-43.24
L2026-06-12EnglandCroatia2.74-1.800-10-14+40+072028(10)54.4-45.62
L2026-06-12GhanaPanama1.81-1.602-23-21+10+0112324(8)47.3-52.75
L2026-06-18EnglandGhana3.15-1.361-12-12+20+092122(8)64.4-35.60
L2026-06-18CroatiaPanama2.39-1.390-00-12+20+0121919(7)57.3-42.74
L2026-06-24EnglandPanama3.27-1.251-01-02+20+0112741(15)61.7-38.35
L2026-06-24CroatiaGhana2.30-1.521-02-12+10+093632(11)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 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: 2026-07-05 02:27 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。