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 · 2026-07-03 13:48 UTC
模型冠军
Spain
概率 12.8%
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 2026-07-03 13:48 UTC

#球队夺冠概率条小组出线小组第1级别ELO
1Spain12.8% ↑0.8
12.8%
92.2% ↓0.170.4%T12235
2France10.9% ↓0.2
10.9%
87.4% ↓0.663.9%T12209
3Brazil10.6% ↓0.2
10.6%
78.6% ↑1.044.3%T12035
4England8.9%
8.9%
88.9% ↑0.164.8%T12180
5Argentina8.9% ↓0.7
8.9%
88.3% ↓0.365.9%T12219
6Germany7.9% ↑0.5
7.9%
87.8% ↓1.266.1%T12031
7Netherlands6.7% ↑0.1
6.7%
77.9% ↑0.352.6%T12069
8Morocco6.2% ↓0.3
6.2%
73.1% ↑0.135.2%T12080
9Portugal4.9%
4.9%
84.8% ↑0.658.7%T12077
10Belgium3.3%
3.3%
81.2% ↑0.355.5%T12042
11Turkey3.2% ↓0.5
3.2%
35.5% ↑0.47.9%T21754
12USA1.5%
1.5%
79.3%52.6%T21928
13Switzerland1.2% ↑0.1
1.2%
64.5% ↓0.237.4%T21906
14Mexico1.2% ↑0.1
1.2%
81.5% ↓0.951.2%T21945
15Uruguay1.2% ↑0.1
1.2%
65.7% ↓0.721.0%T11932
16Senegal0.9%
0.9%
51.0% ↓0.117.3%T21972
17Croatia0.9% ↓0.1
0.9%
64.1% ↑0.523.5%T22024
18Japan0.9% ↓0.2
0.9%
53.1% ↑1.823.2%T21940
19Colombia0.9% ↑0.1
0.9%
65.7% ↑0.627.5%T21966
20Scotland0.8% ↑0.1
0.8%
45.3% ↓0.719.2%T21776

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 2026-07-03 13:48 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
0.798 ↑0.351
0.900.680.750.85
3Spain
0.792 ↑0.649
0.760.720.810.90
4England
0.665 ↓0.390
0.610.650.760.65
5Brazil
0.625 ↓0.547
0.540.700.710.55
6Portugal
0.552 ↑0.228
0.500.620.670.40
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
15Belgium
0.261 ↑0.118
0.000.480.480.10
16Egypt
0.260
0.000.500.500.05
17Canada
0.260 ↓0.336
0.000.500.500.05
18Paraguay
0.260 ↓0.483
0.000.500.500.05
19Cape Verde
0.260
0.000.500.500.05
20Ghana
0.260 ↑0.061
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 ↓0.9
82%
51%
2South Korea ↓0.1
78%
40%
3Czech Republic ↑1.0
27%
6%
4South Africa
14%
2%

Group B

#TeamAdv1st
1Switzerland ↓0.2
64%
37%
2Qatar ↑0.4
55%
25%
3Canada ↑0.1
42%
19%
4Bosnia and Herzegovina ↓0.3
39%
18%

Group C

#TeamAdv1st
1Brazil ↑1.0
79%
44%
2Morocco ↑0.1
73%
35%
3Scotland ↓0.7
45%
19%
4Haiti ↓0.4
3%
1%

Group D

#TeamAdv1st
1USA
79%
53%
2Australia ↓0.5
78%
39%
3Turkey ↑0.4
36%
8%
4Paraguay ↑0.1
7%
1%

Group E

#TeamAdv1st
1Germany ↓1.2
88%
66%
2Ivory Coast ↓0.9
56%
19%
3Ecuador ↑1.7
37%
11%
4Curaçao ↑0.4
19%
4%

Group F

#TeamAdv1st
1Netherlands ↑0.3
78%
53%
2Japan ↑1.8
53%
23%
3Sweden ↓1.7
36%
12%
4Tunisia ↓0.4
33%
12%

Group G

#TeamAdv1st
1Belgium ↑0.3
81%
55%
2Egypt ↑0.5
54%
21%
3Iran ↓1.5
50%
19%
4New Zealand ↑0.8
15%
4%

Group H

#TeamAdv1st
1Spain ↓0.1
92%
70%
2Uruguay ↓0.7
66%
21%
3Cape Verde ↑0.1
28%
6%
4Saudi Arabia ↑0.8
14%
2%

Group I

#TeamAdv1st
1France ↓0.6
87%
64%
2Senegal ↓0.1
51%
17%
3Norway ↑0.1
50%
17%
4Iraq ↑0.6
12%
2%

Group J

#TeamAdv1st
1Argentina ↓0.3
88%
66%
2Austria ↓0.1
55%
19%
3Algeria ↑0.2
40%
12%
4Jordan ↑0.2
16%
3%

Group K

#TeamAdv1st
1Portugal ↑0.6
85%
59%
2Colombia ↑0.6
66%
28%
3DR Congo
25%
7%
4Uzbekistan ↓1.2
24%
7%

Group L

#TeamAdv1st
1England ↑0.1
89%
65%
2Croatia ↑0.5
64%
24%
3Ghana ↓0.6
27%
7%
4Panama
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 Korea2.16-1.320-10-14+30+0102330(11)52.8-47.25
A2026-06-12South AfricaCzech Republic1.39-1.791-22-22+10+073124(8)48.7-51.32
A2026-06-18MexicoCzech Republic2.04-1.191-03-03+30+033629(11)56.2-43.83
A2026-06-18South KoreaSouth Africa2.02-1.431-12-21+20+0102836(13)54.7-45.30
A2026-06-24MexicoSouth Africa2.11-1.05CF2-03+30+0102824(9)57.5-42.50
A2026-06-24South KoreaCzech Republic1.84-1.68CF2-13+30+1122840(14)53.4-46.60
B2026-06-12SwitzerlandCanada1.72-1.311-01-02+20+092420(8)54.2-45.83
B2026-06-12QatarBosnia and Herzegovina1.43-1.211-11-11+10+182429(10)50.9-49.11
B2026-06-18SwitzerlandBosnia and Herzegovina2.05-1.471-01-01+10+061721(7)56.5-43.52
B2026-06-18CanadaQatar1.27-1.122-12-12+10+093117(6)51.4-48.63
B2026-06-24SwitzerlandQatar1.49-1.27CF1-14+40+0122620(7)55.6-44.41
B2026-06-24CanadaBosnia and Herzegovina1.73-1.29CF1-12+10+063617(6)52.4-47.61
C2026-06-12BrazilMorocco2.19-1.91CF1-11+10+0133029(10)50.4-49.60
C2026-06-12ScotlandHaiti1.81-1.18CF1-03+40+0153521(8)56.4-43.60
C2026-06-18BrazilScotland2.42-1.310-03-12+10+091731(11)57.2-42.83
C2026-06-18MoroccoHaiti2.64-1.072-12-33+30+083226(10)63.2-36.86
C2026-06-24BrazilHaiti2.75-0.974-05-03+30+0102330(11)63.6-36.41
C2026-06-24MoroccoScotland2.33-1.441-02-02+10+0142032(11)56.9-43.15
D2026-06-12USAParaguay2.14-0.91CF4-12+20+0122425(9)55.6-44.41
D2026-06-12AustraliaTurkey1.13-1.94CF2-01+20+0111930(10)51.2-48.81
D2026-06-18USAAustralia2.09-1.250-11-11+20+082524(9)53.2-46.83
D2026-06-18ParaguayTurkey0.82-1.970-20-25+50+071530(11)48.8-51.21
D2026-06-24USATurkey1.41-1.392-14-10+00+0112931(11)54.4-45.65
D2026-06-24ParaguayAustralia1.25-1.740-10-22+10+082523(8)47.6-52.41
E2026-06-12GermanyEcuador2.54-1.194-05-12+20+0183127(10)57.6-42.45
E2026-06-12Ivory CoastCuraçao2.23-1.311-03-14+40+0111818(6)54.2-45.82
E2026-06-18GermanyIvory Coast2.67-1.580-11-13+40+0112034(12)58.6-41.41
E2026-06-18EcuadorCuraçao1.68-1.240-01-01+10+0101325(9)55.3-44.71
E2026-06-24GermanyCuraçao3.21-1.112-15-21+10+0151831(11)62.9-37.10
E2026-06-24EcuadorIvory Coast1.40-1.772-12-23+20+0103431(11)51.1-48.91
F2026-06-12NetherlandsJapan2.46-1.731-02-23+20+0131827(10)53.5-46.58
F2026-06-12SwedenTunisia1.17-1.141-02-03+40+0101817(6)49.6-50.43
F2026-06-18NetherlandsSweden1.67-0.950-10-12+30+082921(8)59.3-40.75
F2026-06-18JapanTunisia2.13-1.681-01-11+20+072822(8)55.4-44.64
F2026-06-24NetherlandsTunisia2.72-1.500-01-24+40+082126(9)58.9-41.12
F2026-06-24JapanSweden1.31-1.060-01-02+20+071520(7)55.8-44.20
G2026-06-12BelgiumEgypt2.40-1.633-13-30+10+1131823(8)57.6-42.41
G2026-06-12IranNew Zealand2.22-1.250-02-02+20+072129(10)57.5-42.51
G2026-06-18BelgiumIran2.34-1.542-24-32+30+071931(11)55.0-45.01
G2026-06-18EgyptNew Zealand2.34-1.291-23-22+20+032230(11)54.8-45.22
G2026-06-24BelgiumNew Zealand3.00-1.121-14-22+20+0112129(10)62.4-37.60
G2026-06-24EgyptIran1.82-1.780-11-13+20+0122623(8)47.3-52.77
H2026-06-12SpainCape Verde3.38-1.330-03-02+21+0192723(9)66.9-33.15
H2026-06-12UruguaySaudi Arabia2.17-0.981-02-12+20+081922(8)57.3-42.74
H2026-06-18SpainSaudi Arabia3.37-0.941-04-01+10+0162730(11)66.6-33.45
H2026-06-18UruguayCape Verde2.17-1.382-03-14+30+0151925(9)57.6-42.40
H2026-06-24SpainUruguay2.80-1.732-05-12+20+0122840(14)59.3-40.71
H2026-06-24Cape VerdeSaudi Arabia1.66-1.180-11-22+30+0103020(7)49.7-50.32
I2026-06-12FranceSenegal2.87-1.732-07-13+40+042330(10)56.4-43.62
I2026-06-12NorwayIraq2.14-1.063-03-02+20+0102525(8)53.7-46.32
I2026-06-18FranceNorway2.84-1.671-11-12+30+0161449(17)60.4-39.60
I2026-06-18SenegalIraq2.22-1.082-04-12+20+0141323(8)57.7-42.33
I2026-06-24FranceIraq3.25-0.952-03-02+20+0112125(9)64.1-35.90
I2026-06-24SenegalNorway1.94-1.890-00-32+20+083726(9)54.0-46.02
J2026-06-12ArgentinaAustria2.74-1.670-01-01+10+0162233(12)61.2-38.84
J2026-06-12AlgeriaJordan2.06-1.371-01-04+30+072730(11)53.6-46.43
J2026-06-18ArgentinaAlgeria2.95-1.493-25-43+20+063326(9)62.4-37.61
J2026-06-18AustriaJordan2.30-1.282-02-21+10+072527(10)54.9-45.13
J2026-06-24ArgentinaJordan3.37-1.141-03-02+11+092528(10)66.1-33.92
J2026-06-24AustriaAlgeria2.01-1.672-13-32+20+022325(9)51.3-48.72
K2026-06-12PortugalColombia2.12-1.561-01-23+30+0102623(8)53.3-46.77
K2026-06-12UzbekistanDR Congo1.69-1.690-02-14+50+093623(9)50.8-49.21
K2026-06-18PortugalUzbekistan2.82-1.240-02-01+00+0131634(12)60.1-39.90
K2026-06-18ColombiaDR Congo2.13-1.270-02-03+30+0142920(8)57.5-42.53
K2026-06-24PortugalDR Congo2.85-1.250-01-01+10+0102525(9)60.8-39.26
K2026-06-24ColombiaUzbekistan2.11-1.251-02-23+20+0172920(8)56.8-43.21
L2026-06-12EnglandCroatia2.74-1.802-13-21+10+0142337(13)54.4-45.65
L2026-06-12GhanaPanama1.81-1.601-21-22+20+082123(8)47.3-52.71
L2026-06-18EnglandGhana3.15-1.360-04-02+20+0201533(12)64.4-35.62
L2026-06-18CroatiaPanama2.39-1.390-01-12+10+052835(12)57.3-42.73
L2026-06-24EnglandPanama3.27-1.253-110-33+30+0101826(9)61.7-38.31
L2026-06-24CroatiaGhana2.30-1.520-01-14+30+092822(8)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: 2026-07-03 13:48 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。