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玻璃盒

v1 vs v2

v2是一个基于时间衰减和对手调整的评级引擎,通过与此处其他所有内容相同的向前验证纪律构建和门控。它尚未上线——今天网站上的所有预测都来自v1。此页面是v2自身测试的记录,在任何决定更改之前发布。

返回完整记录
v1是实时模型。v2被保留用于研究,并在此处积累其自身的真实预测,对用户不可见,以便在其上线前评判其记录。

Walk-forward backtest (simulated)

v1 (live)

0.633 +2.08%

265,477 settled

v2 (banked)

0.616 +5.34%

50,492 settled

What each model version would have scored on history, forecasting each match using only results that existed before it. This is slice 1's own gate result — v2 is a time-decayed, opponent-adjusted Dixon-Coles rating engine; v1 is the model as it stood when the improvement program began.

Live forecasts

v1 (live)

0.621 +3.91%

2,094 settled

v2 (banked)

No settled forecasts yet.

Real pre-match snapshots, settled against the result and never edited afterwards. v1 is the live model everyone sees today. v2 accrues its own real forecasts here — banked for research, not shown to users — so its live record can be judged before any decision to ship it.

2026-06-11 to 2026-08-20

v2 is not live: every prediction on the site today comes from v1. This page exists so v2's record — backtest and, as it accrues, live — is visible before any decision to change that, the same glass-box standard applied to everything else here.

按联赛——回测

Leaguev1 skillv2 skillΔ
Friendlies Clubs+1.3%-6.8%-8.1%
Copa Sudamericana-2.1%+0.1%+2.2%
Colombia Primera A-3.6%-0.6%+3.0%
Austrian Bundesliga+2.8%+9.7%+7.0%
Copa Libertadores-5.8%+4.6%+10.4%
Argentina Primera Division-2.2%-0.4%+1.7%
Scottish Premiership+5.3%+12.2%+6.9%
G1+3.4%+13.0%+9.6%
B1+2.0%+7.6%+5.7%
Primeira Liga+6.7%+14.3%+7.6%
Eredivisie+4.7%+11.5%+6.8%
D2-1.1%+1.1%+2.2%
T1+1.7%+6.3%+4.7%
Bundesliga+2.8%+7.4%+4.7%
F2-2.1%+1.3%+3.5%
Ligue 1+1.3%+7.4%+6.1%
La Liga+1.5%+7.5%+6.0%
Serie A+3.7%+10.7%+6.9%
I2-1.5%+1.8%+3.3%
Premier League+3.3%+9.3%+6.0%
SP2-3.5%-0.1%+3.4%
E2+0.2%+3.4%+3.3%
E3-0.7%+0.7%+1.4%
Championship-0.8%+1.8%+2.5%

按联赛进行回测技能,对历史结果进行向前验证。v2的数据来自其自身的门控;v1的数据来自模型的存档记录。缺少v1或v2数据的联赛尚未达到最低样本量(n=30)。

v2

Time-decayed, opponent-adjusted Dixon-Coles ratings (365d half-life) + per-league fitted rho

Gate: pooled 3-class Brier old=0.6380 -> new=0.6162 (Δ=-0.0217), 22/24 leagues improved. Banked for accrual only (Phase 5) — not the live model. Re-derived edge gate + public comparison page + the live flip itself are separate, later steps.

查看实时模型的完整记录