How the engine works
Five stages, one signal.
- 01
Ingest
Fixtures, results, lineups, odds and event data flow in from open datasets and managed feeds.
- 02
Normalize
Everything maps to canonical entities: competitors, events, contests and outcomes. Sport-agnostic by design.
- 03
Model
MeisterIQ computes transparent probabilities from Elo, recent form and an expected-goals proxy.
- 04
Market overlay
Live odds and prediction-market movement compare against the model to surface edges.
- 05
Human network
Pundits, analysts and scouts add the context the data cannot see.
Outputs
Predictions, MeisterIQ scores, edges, dashboards, feeds and an API.
三种信号,一个优势
没有人能在同一处将它们融合。
透明、可解释的算法。Elo、状态与预期进球。
实时读取赔率与预测市场的变动。
评论员、分析师与球探,构成全球贡献者图谱。
A glass box, not a black box
We show inputs, weights and reasoning. You can audit every number behind a prediction.
FIFA World Cup 2026 · Group A
Mexico v South Africa
powered by MeisterIQModel inputs
Win probability
We show our work
The MeisterIQ score
A single, quotable rating from 0 to 100 for any match. Higher means a stronger, better-supported signal.

