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 · 2026-07-20 15:46 UTC

模型冠军

Spain

概率 12.6%

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

组	主队	比分	客队	ELO变化
A	Mexico	2-0	South Africa	+11 / -11
A	South Korea	2-1	Czech Republic	+22 / -22
B	Canada	1-1	Bosnia and Herzegovina	-9 / +9
B	Qatar	1-1	Switzerland	+19 / -19
C	Brazil	1-1	Morocco	+5 / -5
C	Haiti	0-1	Scotland	-16 / +16
D	USA	4-1	Paraguay	+15 / -15
D	Australia	2-0	Turkey	+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 2026-07-20 15:46 UTC

#	球队	夺冠	概率条	小组出线	小组第1	级别	ELO
1	Spain	12.6% ↑0.7	12.6%	92.3%	70.5%	T1	2235
2	Brazil	10.7% ↓0.2	10.7%	77.8% ↑0.1	42.7%	T1	2035
3	France	10.7% ↓0.5	10.7%	87.6% ↓0.4	63.5%	T1	2209
4	England	9.5% ↑0.6	9.5%	89.3% ↑0.5	66.3%	T1	2180
5	Argentina	8.4% ↓1.2	8.4%	87.6% ↓1.0	64.6%	T1	2219
6	Germany	7.6% ↑0.2	7.6%	88.8% ↓0.3	66.8%	T1	2031
7	Netherlands	7.1% ↑0.5	7.1%	77.5% ↓0.1	52.0%	T1	2069
8	Morocco	6.1% ↓0.4	6.1%	72.7% ↓0.3	36.1%	T1	2080
9	Portugal	4.7% ↓0.3	4.7%	84.3% ↑0.1	57.9%	T1	2077
10	Turkey	3.8% ↑0.1	3.8%	35.6% ↑0.5	8.3%	T2	1754
11	Belgium	3.3%	3.3%	81.4% ↑0.5	55.2%	T1	2042
12	Switzerland	1.5% ↑0.4	1.5%	64.1% ↓0.6	36.7%	T2	1906
13	USA	1.5%	1.5%	78.8% ↓0.5	52.0%	T2	1928
14	Japan	1.2% ↑0.1	1.2%	51.7% ↑0.4	22.9%	T2	1940
15	Uruguay	1.1% ↑0.1	1.1%	66.8% ↑0.4	21.4%	T1	1932
16	Mexico	1.1%	1.1%	80.8% ↓1.7	50.2%	T2	1945
17	Croatia	0.9% ↓0.1	0.9%	62.9% ↓0.8	22.5%	T2	2024
18	Senegal	0.9% ↓0.1	0.9%	51.3% ↑0.2	17.7%	T2	1972
19	Colombia	0.8%	0.8%	66.0% ↑0.8	27.9%	T2	1966
20	Norway	0.7% ↓0.2	0.7%	50.0% ↑0.2	16.9%	T2	1802

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
8	Plan 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
9	VAR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	5.50	18.2%	↑
2	法国	5.75	17.4%	→
3	阿根廷	6.50	15.4%	→
4	英格兰	7.00	14.3%	→
5	巴西	7.50	13.3%	↓
6	葡萄牙	11.00	9.1%	→
7	德国	12.00	8.3%	→
8	荷兰	17.00	5.9%	→
9	摩洛哥	21.00	4.8%	↑
10	比利时	26.00	3.8%	↓

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 2026-07-20 15:46 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
1	Morocco	0.632 ↓0.461	0.97	0.60	0.65	0.15	↑
2	Netherlands	0.612 ↓0.025	0.93	0.55	0.58	0.25	→
3	Spain	0.563 ↑0.420	0.00	0.72	0.81	0.90	↑
4	Kingborough Lions	0.560	1.00	0.50	0.50	0.05	→
5	Haiti	0.560 ↓0.612	1.00	0.50	0.50	0.05	→
6	Rockdale Ilinden	0.560	1.00	0.50	0.50	0.05	→
7	Scotland	0.560 ↓0.948	1.00	0.50	0.50	0.05	→
8	Argentina	0.557 ↑0.049	0.00	0.75	0.88	0.75	↑
9	Explorer	0.550	0.97	0.50	0.50	0.05	→
10	Launceston	0.550	0.97	0.50	0.50	0.05	→
11	Canberra Juventus	0.550	0.97	0.50	0.50	0.05	→
12	Ulverstone	0.550	0.97	0.50	0.50	0.05	→
13	Under	0.550	0.97	0.50	0.50	0.05	→
14	Newcastle Olympic	0.530	0.90	0.50	0.50	0.05	→
15	Kahibah	0.530	0.90	0.50	0.50	0.05	→
16	France	0.528 ↑0.081	0.00	0.68	0.75	0.85	→
17	Australia	0.510 ↓0.079	0.93	0.38	0.50	0.05	↑
18	England	0.481 ↓0.574	0.00	0.65	0.76	0.65	→
19	Turkey	0.475 ↓0.273	0.93	0.35	0.39	0.05	↓
20	Brazil	0.463 ↓0.709	0.00	0.70	0.71	0.55	↓

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%

Switzerland53%

USA47%

Brazil16%

Ivory Coast84%

Australia68%

Japan32%

Germany24%

South Korea76%

Netherlands10%

Qatar90%

Belgium40%

Senegal60%

Spain8%

Austria92%

France20%

Colombia80%

Argentina25%

Croatia75%

Portugal14%

Egypt86%

England19%

Uruguay81%

→

R16

Morocco29%

USA71%

Brazil37%

Japan63%

Germany55%

Netherlands45%

Belgium75%

Spain25%

France52%

Argentina48%

Portugal64%

England36%

→

Morocco44%

Brazil56%

Netherlands50%

Spain48%

Argentina52%

England50%

→

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
R32	Mexico	68%	vs	32%	Morocco 🏆
R32	Switzerland	53%	vs	47%	USA 🏆
R32	Brazil 🏆	16%	vs	84%	Ivory Coast
R32	Australia	68%	vs	32%	Japan 🏆
R32	Germany 🏆	24%	vs	76%	South Korea
R32	Netherlands 🏆	10%	vs	90%	Qatar
R32	Belgium 🏆	40%	vs	60%	Senegal
R32	Spain 🏆	8%	vs	92%	Austria
R32	France 🏆	20%	vs	80%	Colombia
R32	Argentina 🏆	25%	vs	75%	Croatia
R32	Portugal 🏆	14%	vs	86%	Egypt
R32	England 🏆	19%	vs	81%	Uruguay
R16	Morocco 🏆	29%	vs	71%	USA
R16	Brazil 🏆	37%	vs	63%	Japan
R16	Germany	55%	vs	45%	Netherlands 🏆
R16	Belgium	75%	vs	25%	Spain 🏆
R16	France	52%	vs	48%	Argentina 🏆
R16	Portugal	64%	vs	36%	England 🏆
QF	Morocco 🏆	44%	vs	56%	Brazil
QF	Netherlands 🏆	50%	vs	50%	Netherlands 🏆
QF	Spain 🏆	48%	vs	52%	Argentina
QF	England 🏆	50%	vs	50%	England 🏆
SF	Morocco 🏆	48%	vs	52%	Netherlands
SF	Spain 🏆	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

#	Team	Adv	1st
1	Mexico ↓1.7	81%	50%
2	South Korea ↑0.3	78%	41%
3	Czech Republic ↑1.2	27%	6%
4	South Africa ↑0.2	14%	2%

Group B

#	Team	Adv	1st
1	Switzerland ↓0.6	64%	37%
2	Qatar ↓0.9	53%	24%
3	Canada ↑0.5	42%	20%
4	Bosnia and Herzegovina ↑1.1	41%	19%

Group C

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

Group D

#	Team	Adv	1st
1	Australia ↑0.1	79%	39%
2	USA ↓0.5	79%	52%
3	Turkey ↑0.5	36%	8%
4	Paraguay ↓0.1	7%	1%

Group E

#	Team	Adv	1st
1	Germany ↓0.3	89%	67%
2	Ivory Coast ↓1.5	56%	19%
3	Ecuador ↑1.8	37%	10%
4	Curaçao	18%	4%

Group F

#	Team	Adv	1st
1	Netherlands ↓0.1	77%	52%
2	Japan ↑0.4	52%	23%
3	Sweden ↓0.7	37%	13%
4	Tunisia ↑0.3	34%	12%

Group G

#	Team	Adv	1st
1	Belgium ↑0.5	81%	55%
2	Egypt ↑0.5	54%	22%
3	Iran ↓1.1	51%	19%
4	New Zealand ↑0.2	14%	4%

Group H

#	Team	Adv	1st
1	Spain	92%	71%
2	Uruguay ↑0.4	67%	21%
3	Cape Verde ↓0.3	28%	6%
4	Saudi Arabia	13%	2%

Group I

#	Team	Adv	1st
1	France ↓0.4	88%	63%
2	Senegal ↑0.2	51%	18%
3	Norway ↑0.2	50%	17%
4	Iraq ↓0.1	11%	2%

Group J

#	Team	Adv	1st
1	Argentina ↓1.0	88%	65%
2	Austria ↑0.8	56%	20%
3	Algeria	40%	12%
4	Jordan ↑0.2	16%	4%

Group K

#	Team	Adv	1st
1	Portugal ↑0.1	84%	58%
2	Colombia ↑0.8	66%	28%
3	Uzbekistan ↓0.3	25%	7%
4	DR Congo ↓0.6	25%	7%

Group L

#	Team	Adv	1st
1	England ↑0.5	89%	66%
2	Croatia ↓0.8	63%	22%
3	Ghana ↓0.2	27%	7%
4	Panama ↑0.5	21%	4%

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

组	日期	主队	客队	xG	HT	FT	黄牌	红牌	角球	犯规	射门(射正)	控球	越位
A	2026-06-12	Mexico	South Korea	2.16-1.32	1-0	2-1	2+1	0+0	12	21	19(6)	52.8-47.2	2
A	2026-06-12	South Africa	Czech Republic	1.39-1.79	0-1	1-3	3+2	0+0	6	38	16(6)	48.7-51.3	4
A	2026-06-18	Mexico	Czech Republic	2.04-1.19	1-0	1-0	2+2	0+0	12	30	21(7)	56.2-43.8	1
A	2026-06-18	South Korea	South Africa	2.02-1.43	3-0	3-1	0+1	0+0	5	26	27(10)	54.7-45.3	3
A	2026-06-24	Mexico	South Africa	2.11-1.05	CF	2-0	2+2	0+0	13	22	27(9)	57.5-42.5	3
A	2026-06-24	South Korea	Czech Republic	1.84-1.68	CF	2-1	2+2	0+0	8	31	31(11)	53.4-46.6	1
B	2026-06-12	Switzerland	Canada	1.72-1.31	0-0	0-0	2+2	0+0	12	21	28(10)	54.2-45.8	1
B	2026-06-12	Qatar	Bosnia and Herzegovina	1.43-1.21	0-0	0-2	2+1	0+0	3	29	22(8)	50.9-49.1	2
B	2026-06-18	Switzerland	Bosnia and Herzegovina	2.05-1.47	0-0	1-3	1+2	0+0	13	20	25(9)	56.5-43.5	1
B	2026-06-18	Canada	Qatar	1.27-1.12	0-1	1-1	2+3	0+0	8	27	19(7)	51.4-48.6	3
B	2026-06-24	Switzerland	Qatar	1.49-1.27	CF	1-1	2+2	1+0	14	30	27(10)	55.6-44.4	4
B	2026-06-24	Canada	Bosnia and Herzegovina	1.73-1.29	CF	1-1	1+1	0+0	14	25	25(9)	52.4-47.6	3
C	2026-06-12	Brazil	Morocco	2.19-1.91	CF	1-1	4+5	0+0	12	34	21(7)	50.4-49.6	3
C	2026-06-12	Scotland	Haiti	1.81-1.18	CF	1-0	2+3	0+0	9	29	22(7)	56.4-43.6	2
C	2026-06-18	Brazil	Scotland	2.42-1.31	1-0	4-2	2+1	0+0	10	33	34(12)	57.2-42.8	4
C	2026-06-18	Morocco	Haiti	2.64-1.07	2-2	4-3	1+1	0+0	13	27	28(10)	63.2-36.8	3
C	2026-06-24	Brazil	Haiti	2.75-0.97	2-1	2-2	1+2	0+0	24	29	27(10)	63.6-36.4	3
C	2026-06-24	Morocco	Scotland	2.33-1.44	1-3	1-3	1+1	0+0	11	30	32(11)	56.9-43.1	2
D	2026-06-12	USA	Paraguay	2.14-0.91	CF	4-1	3+4	0+0	7	24	33(12)	55.6-44.4	2
D	2026-06-12	Australia	Turkey	1.13-1.94	CF	2-0	1+1	0+0	5	31	23(8)	51.2-48.8	2
D	2026-06-18	USA	Australia	2.09-1.25	0-0	0-2	1+2	0+0	12	22	27(9)	53.2-46.8	2
D	2026-06-18	Paraguay	Turkey	0.82-1.97	0-1	0-4	1+1	0+0	6	25	17(6)	48.8-51.2	2
D	2026-06-24	USA	Turkey	1.41-1.39	0-0	1-1	4+5	0+0	10	19	31(11)	54.4-45.6	6
D	2026-06-24	Paraguay	Australia	1.25-1.74	3-0	3-0	2+1	0+0	13	35	27(9)	47.6-52.4	6
E	2026-06-12	Germany	Ecuador	2.54-1.19	2-1	2-2	1+1	0+0	11	34	26(9)	57.6-42.4	1
E	2026-06-12	Ivory Coast	Curaçao	2.23-1.31	0-2	3-2	2+3	0+0	16	20	20(7)	54.2-45.8	2
E	2026-06-18	Germany	Ivory Coast	2.67-1.58	0-0	4-2	1+2	0+0	17	18	17(6)	58.6-41.4	4
E	2026-06-18	Ecuador	Curaçao	1.68-1.24	2-2	3-2	3+2	0+0	6	28	22(7)	55.3-44.7	1
E	2026-06-24	Germany	Curaçao	3.21-1.11	5-1	7-1	3+4	0+0	13	20	29(11)	62.9-37.1	1
E	2026-06-24	Ecuador	Ivory Coast	1.40-1.77	0-2	0-2	2+2	0+0	11	28	30(10)	51.1-48.9	2
F	2026-06-12	Netherlands	Japan	2.46-1.73	0-2	1-3	3+2	0+0	7	20	33(12)	53.5-46.5	5
F	2026-06-12	Sweden	Tunisia	1.17-1.14	2-1	2-4	2+3	0+0	5	28	25(9)	49.6-50.4	3
F	2026-06-18	Netherlands	Sweden	1.67-0.95	0-0	2-0	2+2	0+1	8	26	18(7)	59.3-40.7	1
F	2026-06-18	Japan	Tunisia	2.13-1.68	0-1	0-1	1+2	0+0	8	18	24(9)	55.4-44.6	1
F	2026-06-24	Netherlands	Tunisia	2.72-1.50	1-1	2-4	2+2	0+0	9	19	28(10)	58.9-41.1	3
F	2026-06-24	Japan	Sweden	1.31-1.06	0-1	0-1	2+2	0+0	0	26	16(6)	55.8-44.2	2
G	2026-06-12	Belgium	Egypt	2.40-1.63	2-1	4-2	2+2	0+0	15	27	24(9)	57.6-42.4	3
G	2026-06-12	Iran	New Zealand	2.22-1.25	2-1	2-1	2+2	0+0	7	23	30(10)	57.5-42.5	4
G	2026-06-18	Belgium	Iran	2.34-1.54	4-1	5-2	2+3	0+0	8	17	30(10)	55.0-45.0	7
G	2026-06-18	Egypt	New Zealand	2.34-1.29	3-1	3-1	2+1	0+0	7	24	31(11)	54.8-45.2	3
G	2026-06-24	Belgium	New Zealand	3.00-1.12	2-1	6-1	1+2	0+0	13	26	27(9)	62.4-37.6	3
G	2026-06-24	Egypt	Iran	1.82-1.78	0-0	0-1	1+1	0+0	6	29	31(11)	47.3-52.7	0
H	2026-06-12	Spain	Cape Verde	3.38-1.33	2-0	6-0	2+2	0+0	7	20	26(9)	66.9-33.1	4
H	2026-06-12	Uruguay	Saudi Arabia	2.17-0.98	1-0	4-1	2+2	0+1	12	27	28(10)	57.3-42.7	1
H	2026-06-18	Spain	Saudi Arabia	3.37-0.94	1-0	3-1	3+4	0+1	15	22	25(9)	66.6-33.4	5
H	2026-06-18	Uruguay	Cape Verde	2.17-1.38	2-1	4-1	4+3	0+0	13	25	23(8)	57.6-42.4	1
H	2026-06-24	Spain	Uruguay	2.80-1.73	1-1	4-2	3+3	0+0	8	22	32(12)	59.3-40.7	6
H	2026-06-24	Cape Verde	Saudi Arabia	1.66-1.18	1-0	2-1	4+3	0+0	7	26	27(9)	49.7-50.3	3
I	2026-06-12	France	Senegal	2.87-1.73	1-2	3-3	3+4	0+0	13	33	40(14)	56.4-43.6	5
I	2026-06-12	Norway	Iraq	2.14-1.06	3-1	3-2	3+3	0+0	10	23	31(11)	53.7-46.3	2
I	2026-06-18	France	Norway	2.84-1.67	0-3	1-3	1+2	0+0	13	35	33(11)	60.4-39.6	2
I	2026-06-18	Senegal	Iraq	2.22-1.08	2-0	2-1	3+3	1+0	11	23	21(8)	57.7-42.3	2
I	2026-06-24	France	Iraq	3.25-0.95	0-0	3-1	3+3	0+0	10	22	19(7)	64.1-35.9	2
I	2026-06-24	Senegal	Norway	1.94-1.89	1-0	2-1	4+3	0+0	13	19	18(6)	54.0-46.0	5
J	2026-06-12	Argentina	Austria	2.74-1.67	2-0	4-0	4+4	0+0	10	29	24(8)	61.2-38.8	6
J	2026-06-12	Algeria	Jordan	2.06-1.37	0-0	2-0	3+3	0+0	15	28	23(8)	53.6-46.4	3
J	2026-06-18	Argentina	Algeria	2.95-1.49	5-0	7-0	2+1	0+0	13	19	33(12)	62.4-37.6	3
J	2026-06-18	Austria	Jordan	2.30-1.28	2-0	2-0	4+4	0+0	12	18	26(9)	54.9-45.1	2
J	2026-06-24	Argentina	Jordan	3.37-1.14	3-0	5-0	3+2	0+0	15	30	29(10)	66.1-33.9	4
J	2026-06-24	Austria	Algeria	2.01-1.67	1-0	1-2	4+5	0+0	10	21	17(6)	51.3-48.7	1
K	2026-06-12	Portugal	Colombia	2.12-1.56	0-3	2-4	3+3	0+0	9	27	25(9)	53.3-46.7	7
K	2026-06-12	Uzbekistan	DR Congo	1.69-1.69	0-0	2-1	1+2	0+0	7	28	30(11)	50.8-49.2	4
K	2026-06-18	Portugal	Uzbekistan	2.82-1.24	1-1	2-1	1+1	0+0	12	21	32(11)	60.1-39.9	1
K	2026-06-18	Colombia	DR Congo	2.13-1.27	4-0	6-1	3+3	0+0	11	26	31(11)	57.5-42.5	1
K	2026-06-24	Portugal	DR Congo	2.85-1.25	1-1	1-1	3+4	0+0	10	16	37(13)	60.8-39.2	2
K	2026-06-24	Colombia	Uzbekistan	2.11-1.25	2-2	2-2	4+4	0+0	13	27	20(7)	56.8-43.2	3
L	2026-06-12	England	Croatia	2.74-1.80	0-0	2-0	1+2	0+0	11	26	31(11)	54.4-45.6	0
L	2026-06-12	Ghana	Panama	1.81-1.60	0-0	1-2	4+3	0+0	3	32	19(7)	47.3-52.7	4
L	2026-06-18	England	Ghana	3.15-1.36	1-0	3-3	1+2	0+0	10	37	40(14)	64.4-35.6	2
L	2026-06-18	Croatia	Panama	2.39-1.39	0-0	0-1	3+2	0+0	13	24	30(11)	57.3-42.7	1
L	2026-06-24	England	Panama	3.27-1.25	0-0	0-1	2+2	0+0	8	17	38(14)	61.7-38.3	4
L	2026-06-24	Croatia	Ghana	2.30-1.52	0-0	2-0	4+5	0+0	13	30	32(11)	60.0-40.0	3

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: 2026-07-20 15:46 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。