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 · 2026-07-15 15:21 UTC
模型冠军
Spain
概率 12.5%
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 2026-07-15 15:21 UTC

#球队夺冠概率条小组出线小组第1级别ELO
1Spain12.5% ↑0.6
12.5%
92.0% ↓0.369.7%T12235
2France11.5% ↑0.3
11.5%
87.1% ↓0.863.7%T12209
3Brazil10.8% ↓0.1
10.8%
78.2% ↑0.543.4%T12035
4England9.4% ↑0.5
9.4%
88.1% ↓0.764.4%T12180
5Argentina9.2% ↓0.4
9.2%
88.4% ↓0.265.7%T12219
6Germany7.6% ↑0.2
7.6%
88.6% ↓0.467.0%T12031
7Netherlands7.1% ↑0.5
7.1%
77.8% ↑0.353.0%T12069
8Morocco5.9% ↓0.6
5.9%
73.8% ↑0.836.1%T12080
9Portugal4.7% ↓0.2
4.7%
84.4% ↑0.258.0%T12077
10Belgium3.3%
3.3%
81.5% ↑0.654.2%T12042
11Turkey3.1% ↓0.6
3.1%
35.4% ↑0.38.3%T21754
12Switzerland1.4% ↑0.3
1.4%
64.1% ↓0.637.1%T21906
13USA1.4% ↓0.1
1.4%
79.6% ↑0.353.0%T21928
14Uruguay1.1%
1.1%
67.0% ↑0.622.5%T11932
15Croatia1.0%
1.0%
63.9% ↑0.223.8%T22024
16Senegal1.0% ↑0.1
1.0%
51.6% ↑0.617.4%T21972
17Mexico1.0% ↓0.1
1.0%
81.7% ↓0.751.0%T21945
18Japan1.0%
1.0%
52.4% ↑1.122.9%T21940
19Norway0.8% ↓0.1
0.8%
49.6% ↓0.216.8%T21802
20Colombia0.8%
0.8%
65.8% ↑0.728.5%T21966

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 2026-07-15 15:21 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
1Morocco
0.632 ↓0.461
0.970.600.650.15
2Netherlands
0.612 ↓0.025
0.930.550.580.25
3Spain
0.563 ↑0.420
0.000.720.810.90
4Haiti
0.560 ↓0.612
1.000.500.500.05
5Scotland
0.560 ↓0.948
1.000.500.500.05
6Kingborough Lions
0.560
1.000.500.500.05
7Rockdale Ilinden
0.560
1.000.500.500.05
8Argentina
0.557 ↑0.049
0.000.750.880.75
9Ulverstone
0.550
0.970.500.500.05
10Canberra Juventus
0.550
0.970.500.500.05
11Launceston
0.550
0.970.500.500.05
12Under
0.550
0.970.500.500.05
13Explorer
0.550
0.970.500.500.05
14Newcastle Olympic
0.530
0.900.500.500.05
15Kahibah
0.530
0.900.500.500.05
16France
0.528 ↑0.081
0.000.680.750.85
17Australia
0.510 ↓0.079
0.930.380.500.05
18England
0.481 ↓0.574
0.000.650.760.65
19Turkey
0.475 ↓0.273
0.930.350.390.05
20Brazil
0.463 ↓0.709
0.000.700.710.55

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 ↑0.3
78%
41%
3Czech Republic ↑0.6
26%
6%
4South Africa ↓0.2
13%
2%

Group B

#TeamAdv1st
1Switzerland ↓0.6
64%
37%
2Qatar ↓0.1
54%
25%
3Canada ↑0.1
42%
19%
4Bosnia and Herzegovina ↑0.5
40%
19%

Group C

#TeamAdv1st
1Brazil ↑0.5
78%
43%
2Morocco ↑0.8
74%
36%
3Scotland ↓1.2
45%
19%
4Haiti ↓0.1
3%
1%

Group D

#TeamAdv1st
1USA ↑0.3
80%
53%
2Australia ↓0.7
78%
38%
3Turkey ↑0.3
35%
8%
4Paraguay ↑0.1
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.4
89%
67%
2Ivory Coast ↓1.4
56%
19%
3Ecuador ↑1.4
37%
10%
4Curaçao ↑0.4
19%
4%

Group F

#TeamAdv1st
1Netherlands ↑0.3
78%
53%
2Japan ↑1.1
52%
23%
3Sweden ↓1.1
37%
12%
4Tunisia ↓0.2
33%
12%

Group G

#TeamAdv1st
1Belgium ↑0.6
81%
54%
2Egypt ↑0.6
54%
22%
3Iran ↓1.4
50%
20%
4New Zealand ↑0.2
14%
4%

Group H

#TeamAdv1st
1Spain ↓0.3
92%
70%
2Uruguay ↑0.6
67%
22%
3Cape Verde ↓0.3
28%
6%
4Saudi Arabia
13%
2%

Group I

#TeamAdv1st
1France ↓0.8
87%
64%
2Senegal ↑0.6
52%
17%
3Norway ↓0.2
50%
17%
4Iraq ↑0.5
12%
2%

Group J

#TeamAdv1st
1Argentina ↓0.2
88%
66%
2Austria ↑0.4
56%
20%
3Algeria ↓0.5
39%
11%
4Jordan ↑0.3
16%
3%

Group K

#TeamAdv1st
1Portugal ↑0.2
84%
58%
2Colombia ↑0.7
66%
28%
3Uzbekistan ↓0.1
25%
7%
4DR Congo ↓0.8
25%
7%

Group L

#TeamAdv1st
1England ↓0.7
88%
64%
2Croatia ↑0.2
64%
24%
3Ghana ↓0.1
27%
7%
4Panama ↑0.6
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 Korea2.16-1.320-01-21+10+0142942(15)52.8-47.24
A2026-06-12South AfricaCzech Republic1.39-1.790-02-22+10+082218(7)48.7-51.32
A2026-06-18MexicoCzech Republic2.04-1.191-11-23+30+0152313(4)56.2-43.82
A2026-06-18South KoreaSouth Africa2.02-1.432-03-01+20+0152732(12)54.7-45.33
A2026-06-24MexicoSouth Africa2.11-1.05CF2-02+20+062520(7)57.5-42.51
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-12+20+0162727(9)53.4-46.63
B2026-06-12SwitzerlandCanada1.72-1.310-11-13+40+0112630(11)54.2-45.84
B2026-06-12QatarBosnia and Herzegovina1.43-1.211-01-13+30+082920(8)50.9-49.14
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.470-01-02+30+072622(8)56.5-43.53
B2026-06-18CanadaQatar1.27-1.121-21-30+10+0102526(9)51.4-48.61
B2026-06-24SwitzerlandQatar1.49-1.27CF1-11+21+063420(7)55.6-44.43
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-12+30+0152528(10)52.4-47.62
C2026-06-12BrazilMorocco2.19-1.91CF1-13+40+093127(9)50.4-49.62
C2026-06-12ScotlandHaiti1.81-1.18CF1-01+10+0113024(9)56.4-43.60
C2026-06-18BrazilScotland2.42-1.311-04-03+30+0182528(10)57.2-42.84
C2026-06-18MoroccoHaiti2.64-1.071-11-14+41+073026(9)63.2-36.84
C2026-06-24BrazilHaiti2.75-0.970-01-02+30+042421(7)63.6-36.41
C2026-06-24MoroccoScotland2.33-1.442-03-01+10+092122(8)56.9-43.12
D2026-06-12USAParaguay2.14-0.91CF4-12+20+0121829(10)55.6-44.42
D2026-06-12AustraliaTurkey1.13-1.94CF2-03+41+0113721(7)51.2-48.85
D2026-06-18USAAustralia2.09-1.252-02-11+20+0102031(11)53.2-46.83
D2026-06-18ParaguayTurkey0.82-1.970-11-13+30+0122727(10)48.8-51.22
D2026-06-24USATurkey1.41-1.390-11-33+31+082525(9)54.4-45.64
D2026-06-24ParaguayAustralia1.25-1.742-04-21+00+072423(8)47.6-52.41
E2026-06-12GermanyEcuador2.54-1.190-01-33+40+1142526(10)57.6-42.44
E2026-06-12Ivory CoastCuraçao2.23-1.310-02-01+10+082320(7)54.2-45.81
E2026-06-18GermanyIvory Coast2.67-1.581-01-11+20+092042(15)58.6-41.43
E2026-06-18EcuadorCuraçao1.68-1.240-00-01+10+1113024(8)55.3-44.74
E2026-06-24GermanyCuraçao3.21-1.111-02-02+30+092128(10)62.9-37.15
E2026-06-24EcuadorIvory Coast1.40-1.771-11-11+00+083327(9)51.1-48.92
F2026-06-12NetherlandsJapan2.46-1.731-11-32+10+061826(9)53.5-46.53
F2026-06-12SwedenTunisia1.17-1.140-00-13+40+0102220(7)49.6-50.44
F2026-06-18NetherlandsSweden1.67-0.952-02-04+40+051414(5)59.3-40.72
F2026-06-18JapanTunisia2.13-1.680-21-22+20+062726(9)55.4-44.61
F2026-06-24NetherlandsTunisia2.72-1.503-04-12+30+0111925(9)58.9-41.14
F2026-06-24JapanSweden1.31-1.061-02-01+20+0142819(7)55.8-44.22
G2026-06-12BelgiumEgypt2.40-1.631-04-01+20+082327(10)57.6-42.43
G2026-06-12IranNew Zealand2.22-1.251-01-03+20+172330(10)57.5-42.56
G2026-06-18BelgiumIran2.34-1.542-02-21+20+0112329(10)55.0-45.02
G2026-06-18EgyptNew Zealand2.34-1.290-11-32+10+091924(9)54.8-45.21
G2026-06-24BelgiumNew Zealand3.00-1.121-02-11+10+0112723(9)62.4-37.63
G2026-06-24EgyptIran1.82-1.780-00-11+00+0102617(6)47.3-52.73
H2026-06-12SpainCape Verde3.38-1.333-14-31+10+0102630(11)66.9-33.13
H2026-06-12UruguaySaudi Arabia2.17-0.980-01-02+20+0101522(8)57.3-42.70
H2026-06-18SpainSaudi Arabia3.37-0.941-03-03+41+082228(10)66.6-33.42
H2026-06-18UruguayCape Verde2.17-1.381-03-12+20+0152021(8)57.6-42.43
H2026-06-24SpainUruguay2.80-1.731-15-22+20+0161635(12)59.3-40.71
H2026-06-24Cape VerdeSaudi Arabia1.66-1.180-01-31+10+0152225(9)49.7-50.32
I2026-06-12FranceSenegal2.87-1.730-03-12+20+0122540(14)56.4-43.67
I2026-06-12NorwayIraq2.14-1.062-13-11+10+091923(8)53.7-46.35
I2026-06-18FranceNorway2.84-1.672-03-20+10+0132441(14)60.4-39.62
I2026-06-18SenegalIraq2.22-1.080-10-22+30+0142530(11)57.7-42.31
I2026-06-24FranceIraq3.25-0.950-04-01+11+0101737(13)64.1-35.90
I2026-06-24SenegalNorway1.94-1.890-20-52+10+053119(7)54.0-46.02
J2026-06-12ArgentinaAustria2.74-1.671-11-13+31+032034(12)61.2-38.83
J2026-06-12AlgeriaJordan2.06-1.372-04-11+10+072525(9)53.6-46.43
J2026-06-18ArgentinaAlgeria2.95-1.493-15-13+20+063129(10)62.4-37.61
J2026-06-18AustriaJordan2.30-1.281-01-21+10+081837(13)54.9-45.13
J2026-06-24ArgentinaJordan3.37-1.141-05-02+10+093037(13)66.1-33.93
J2026-06-24AustriaAlgeria2.01-1.670-01-21+20+092230(11)51.3-48.73
K2026-06-12PortugalColombia2.12-1.561-01-13+30+0142520(7)53.3-46.73
K2026-06-12UzbekistanDR Congo1.69-1.692-03-03+40+083120(7)50.8-49.22
K2026-06-18PortugalUzbekistan2.82-1.241-03-12+20+0133427(9)60.1-39.95
K2026-06-18ColombiaDR Congo2.13-1.270-10-11+10+0122027(10)57.5-42.55
K2026-06-24PortugalDR Congo2.85-1.251-04-01+20+0132629(10)60.8-39.22
K2026-06-24ColombiaUzbekistan2.11-1.251-11-33+30+062429(10)56.8-43.24
L2026-06-12EnglandCroatia2.74-1.801-23-22+20+0122125(9)54.4-45.62
L2026-06-12GhanaPanama1.81-1.600-11-21+00+0112025(9)47.3-52.76
L2026-06-18EnglandGhana3.15-1.360-00-11+20+0122827(10)64.4-35.62
L2026-06-18CroatiaPanama2.39-1.391-01-15+40+0112328(10)57.3-42.73
L2026-06-24EnglandPanama3.27-1.251-05-01+10+091832(12)61.7-38.33
L2026-06-24CroatiaGhana2.30-1.521-12-24+30+094016(6)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: 2026-07-15 15:21 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。