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 · 2026-07-09 02:13 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 2026-07-09 02:13 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%
92.4% ↑0.171.2%T12235
2France10.7% ↓0.5
10.7%
87.7% ↓0.364.0%T12209
3Brazil10.4% ↓0.4
10.4%
78.6% ↑1.043.5%T12035
4England8.8% ↓0.1
8.8%
89.0% ↑0.265.1%T12180
5Argentina8.7% ↓0.8
8.7%
88.6%66.3%T12219
6Germany7.7% ↑0.4
7.7%
88.7% ↓0.466.5%T12031
7Netherlands7.1% ↑0.5
7.1%
77.8% ↑0.352.7%T12069
8Morocco6.6% ↑0.1
6.6%
73.0% ↑0.135.8%T12080
9Portugal4.8% ↓0.1
4.8%
84.6% ↑0.458.5%T12077
10Turkey3.4% ↓0.3
3.4%
35.2% ↑0.17.5%T21754
11Belgium3.1% ↓0.2
3.1%
80.8% ↓0.154.4%T12042
12USA1.4% ↓0.1
1.4%
79.1% ↓0.152.8%T21928
13Switzerland1.4% ↑0.2
1.4%
64.3% ↓0.436.7%T21906
14Uruguay1.4% ↑0.3
1.4%
66.0% ↓0.420.8%T11932
15Mexico1.2% ↑0.1
1.2%
81.7% ↓0.851.4%T21945
16Japan1.1% ↑0.1
1.1%
52.5% ↑1.223.0%T21940
17Senegal1.1% ↑0.1
1.1%
51.8% ↑0.717.3%T21972
18Croatia1.0%
1.0%
63.0% ↓0.623.4%T22024
19Norway0.9% ↓0.1
0.9%
49.6% ↓0.316.7%T21802
20Colombia0.8%
0.8%
65.8% ↑0.727.8%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 2026-07-09 02:13 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
0.812 ↑0.669
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
0.723 ↓0.332
0.810.650.760.65
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 ↓0.8
82%
51%
2South Korea ↓0.9
77%
40%
3Czech Republic ↑1.3
27%
6%
4South Africa ↑0.3
14%
3%

Group B

#TeamAdv1st
1Switzerland ↓0.4
64%
37%
2Qatar ↓0.1
54%
25%
3Canada ↑0.6
42%
19%
4Bosnia and Herzegovina ↓0.2
40%
19%

Group C

#TeamAdv1st
1Brazil ↑1.0
79%
44%
2Morocco ↑0.1
73%
36%
3Scotland ↓0.8
45%
19%
4Haiti ↓0.2
3%
1%

Group D

#TeamAdv1st
1USA ↓0.1
79%
53%
2Australia ↓0.2
79%
39%
3Turkey ↑0.1
35%
8%
4Paraguay ↑0.3
7%
1%

Group E

#TeamAdv1st
1Germany ↓0.4
89%
66%
2Ivory Coast ↓0.9
56%
19%
3Ecuador ↑1.4
37%
10%
4Curaçao ↓0.1
18%
4%

Group F

#TeamAdv1st
1Netherlands ↑0.3
78%
53%
2Japan ↑1.2
53%
23%
3Sweden ↓1.2
37%
13%
4Tunisia ↓0.4
33%
12%

Group G

#TeamAdv1st
1Belgium ↓0.1
81%
54%
2Egypt ↑0.6
54%
22%
3Iran ↓0.8
51%
20%
4New Zealand ↑0.2
14%
4%

Group H

#TeamAdv1st
1Spain ↑0.1
92%
71%
2Uruguay ↓0.4
66%
21%
3Cape Verde ↓0.4
28%
6%
4Saudi Arabia ↑0.8
14%
2%

Group I

#TeamAdv1st
1France ↓0.3
88%
64%
2Senegal ↑0.7
52%
17%
3Norway ↓0.3
50%
17%
4Iraq ↓0.1
11%
2%

Group J

#TeamAdv1st
1Argentina
89%
66%
2Austria ↑0.5
56%
19%
3Algeria ↓0.1
40%
12%
4Jordan ↓0.4
15%
3%

Group K

#TeamAdv1st
1Portugal ↑0.4
85%
59%
2Colombia ↑0.7
66%
28%
3Uzbekistan ↓0.5
25%
7%
4DR Congo ↓0.5
25%
7%

Group L

#TeamAdv1st
1England ↑0.2
89%
65%
2Croatia ↓0.6
63%
23%
3Ghana ↑0.5
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 Korea2.16-1.321-01-03+20+052426(9)52.8-47.24
A2026-06-12South AfricaCzech Republic1.39-1.790-12-32+20+192830(11)48.7-51.31
A2026-06-18MexicoCzech Republic2.04-1.192-04-13+20+082032(12)56.2-43.85
A2026-06-18South KoreaSouth Africa2.02-1.430-24-22+30+082219(6)54.7-45.33
A2026-06-24MexicoSouth Africa2.11-1.05CF2-02+10+1152218(6)57.5-42.52
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-12+20+0101429(10)53.4-46.62
B2026-06-12SwitzerlandCanada1.72-1.312-04-00+10+052624(9)54.2-45.87
B2026-06-12QatarBosnia and Herzegovina1.43-1.211-22-51+10+032627(9)50.9-49.13
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.472-03-01+20+081923(8)56.5-43.53
B2026-06-18CanadaQatar1.27-1.121-11-12+20+193319(7)51.4-48.62
B2026-06-24SwitzerlandQatar1.49-1.27CF1-11+10+082425(9)55.6-44.43
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-14+31+0112924(8)52.4-47.62
C2026-06-12BrazilMorocco2.19-1.91CF1-12+30+0112424(9)50.4-49.63
C2026-06-12ScotlandHaiti1.81-1.18CF1-03+30+0132722(8)56.4-43.63
C2026-06-18BrazilScotland2.42-1.311-14-22+10+0122236(13)57.2-42.81
C2026-06-18MoroccoHaiti2.64-1.071-02-11+10+083030(11)63.2-36.81
C2026-06-24BrazilHaiti2.75-0.973-06-03+31+0113019(7)63.6-36.41
C2026-06-24MoroccoScotland2.33-1.441-04-03+20+082134(12)56.9-43.12
D2026-06-12USAParaguay2.14-0.91CF4-12+20+0102220(7)55.6-44.42
D2026-06-12AustraliaTurkey1.13-1.94CF2-03+30+1112625(9)51.2-48.83
D2026-06-18USAAustralia2.09-1.250-15-31+20+0143024(9)53.2-46.80
D2026-06-18ParaguayTurkey0.82-1.970-00-02+20+072527(9)48.8-51.22
D2026-06-24USATurkey1.41-1.390-22-51+20+0111819(6)54.4-45.60
D2026-06-24ParaguayAustralia1.25-1.740-00-14+30+0173235(13)47.6-52.41
E2026-06-12GermanyEcuador2.54-1.190-00-13+30+052427(9)57.6-42.43
E2026-06-12Ivory CoastCuraçao2.23-1.311-21-32+10+0102730(11)54.2-45.82
E2026-06-18GermanyIvory Coast2.67-1.580-02-22+20+0201432(11)58.6-41.44
E2026-06-18EcuadorCuraçao1.68-1.240-20-32+20+0142825(9)55.3-44.73
E2026-06-24GermanyCuraçao3.21-1.110-01-01+10+0102631(11)62.9-37.11
E2026-06-24EcuadorIvory Coast1.40-1.770-21-43+30+063523(8)51.1-48.97
F2026-06-12NetherlandsJapan2.46-1.733-28-31+00+182329(10)53.5-46.53
F2026-06-12SwedenTunisia1.17-1.142-12-22+20+082525(9)49.6-50.42
F2026-06-18NetherlandsSweden1.67-0.951-01-01+20+081933(12)59.3-40.74
F2026-06-18JapanTunisia2.13-1.681-24-20+10+0122326(9)55.4-44.60
F2026-06-24NetherlandsTunisia2.72-1.501-12-13+30+092018(7)58.9-41.17
F2026-06-24JapanSweden1.31-1.061-13-21+20+0102420(7)55.8-44.22
G2026-06-12BelgiumEgypt2.40-1.630-01-32+20+0131728(10)57.6-42.44
G2026-06-12IranNew Zealand2.22-1.251-02-03+20+042927(9)57.5-42.56
G2026-06-18BelgiumIran2.34-1.543-03-21+20+0142140(14)55.0-45.02
G2026-06-18EgyptNew Zealand2.34-1.290-13-12+10+062718(6)54.8-45.29
G2026-06-24BelgiumNew Zealand3.00-1.121-14-13+30+0112928(10)62.4-37.61
G2026-06-24EgyptIran1.82-1.781-02-33+30+192132(12)47.3-52.72
H2026-06-12SpainCape Verde3.38-1.334-06-22+30+0132527(9)66.9-33.12
H2026-06-12UruguaySaudi Arabia2.17-0.981-01-03+20+082729(11)57.3-42.71
H2026-06-18SpainSaudi Arabia3.37-0.942-16-10+10+0133127(10)66.6-33.44
H2026-06-18UruguayCape Verde2.17-1.380-00-14+40+062928(10)57.6-42.41
H2026-06-24SpainUruguay2.80-1.730-01-33+50+0133328(10)59.3-40.73
H2026-06-24Cape VerdeSaudi Arabia1.66-1.180-00-12+30+092424(8)49.7-50.35
I2026-06-12FranceSenegal2.87-1.731-24-31+20+0142935(12)56.4-43.68
I2026-06-12NorwayIraq2.14-1.060-02-11+20+1102624(9)53.7-46.36
I2026-06-18FranceNorway2.84-1.670-11-12+20+0112633(12)60.4-39.65
I2026-06-18SenegalIraq2.22-1.080-02-02+30+033122(8)57.7-42.32
I2026-06-24FranceIraq3.25-0.952-04-01+20+0102926(9)64.1-35.92
I2026-06-24SenegalNorway1.94-1.890-11-12+20+0152330(11)54.0-46.06
J2026-06-12ArgentinaAustria2.74-1.672-13-22+10+0122822(8)61.2-38.84
J2026-06-12AlgeriaJordan2.06-1.370-10-21+10+0132223(9)53.6-46.40
J2026-06-18ArgentinaAlgeria2.95-1.493-24-34+40+093118(7)62.4-37.61
J2026-06-18AustriaJordan2.30-1.280-00-11+10+0142327(9)54.9-45.12
J2026-06-24ArgentinaJordan3.37-1.145-09-03+20+083030(10)66.1-33.95
J2026-06-24AustriaAlgeria2.01-1.671-11-13+40+031930(11)51.3-48.72
K2026-06-12PortugalColombia2.12-1.562-03-01+10+0122920(7)53.3-46.74
K2026-06-12UzbekistanDR Congo1.69-1.692-04-03+30+0101920(7)50.8-49.21
K2026-06-18PortugalUzbekistan2.82-1.240-10-23+30+0131828(10)60.1-39.94
K2026-06-18ColombiaDR Congo2.13-1.271-04-12+10+0141931(11)57.5-42.52
K2026-06-24PortugalDR Congo2.85-1.251-23-42+20+0153032(12)60.8-39.22
K2026-06-24ColombiaUzbekistan2.11-1.252-03-04+30+0132419(7)56.8-43.24
L2026-06-12EnglandCroatia2.74-1.801-33-42+30+092138(13)54.4-45.61
L2026-06-12GhanaPanama1.81-1.601-11-23+20+052029(10)47.3-52.72
L2026-06-18EnglandGhana3.15-1.361-03-03+40+092633(12)64.4-35.63
L2026-06-18CroatiaPanama2.39-1.391-02-03+20+152422(8)57.3-42.75
L2026-06-24EnglandPanama3.27-1.251-02-01+20+1121828(10)61.7-38.33
L2026-06-24CroatiaGhana2.30-1.520-31-32+10+0172134(12)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: 2026-07-09 02:13 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。