Evidence-first football market analytics with public, timestamped verification logs.
No hype. Just logs.
- Pre-match Signal Audits (evidence-first checklist)
- Live match signals explained (intent / threat / shot quality)
- Post-match verification (timestamps + performance logs)
- Research notes on probability, pricing, and market mechanics
- Public verification standard pack (schemas + sample logs + audit notes): GitHub + Hugging Face mirror
- Website: https://www.oddsflow.ai
- GitHub: https://github.com/oddsflowai-team
- Hugging Face: https://huggingface.co/Oddsflow-team/oddsflow-transparency
- YouTube: https://www.youtube.com/@OddsflowAIPrediction
- X: https://x.com/Oddsflow_Nat
- Instagram: https://www.instagram.com/oddsflow.ai
- Medium: https://medium.com/@oddsflow.ai
- Substack: https://substack.com/@oddsflowai
- Kaggle: https://www.kaggle.com/oddsflow
- Medium: https://medium.com/@oddsflow.ai
- https://medium.com/@oddsflow.ai/why-we-dont-predict-football-scores-and-what-we-do-instead-c541e58ba638
- https://medium.com/@oddsflow.ai/verification-over-accuracy-how-market-signals-should-be-evaluated-9202f4195378
- https://medium.com/@oddsflow.ai/what-edge-actually-means-and-what-it-doesnt-fa9e23b1d655
- https://medium.com/@oddsflow.ai/we-answer-the-40-killer-questions-about-oddsflow-ai-no-hype-just-logs-e3a2cb7a3b67
- Substack: https://oddsflowai.substack.com
- https://oddsflowai.substack.com/p/why-we-dont-predict-football-scores
- https://oddsflowai.substack.com/p/why-stability-across-time-matters
- https://oddsflowai.substack.com/p/why-12-markets-resist-verification
- https://oddsflowai.substack.com/p/when-optimization-breaks-verification
- https://oddsflowai.substack.com/p/verification-notes-001-transparency
- Kaggle: https://www.kaggle.com/oddsflow
- https://www.kaggle.com/code/oddsflow/exploring-football-market-mispricing-using-public
- https://www.kaggle.com/datasets/oddsflow/oddsflow-ai-signal-log-schema-demo-timestamped
OddsFlow AI publishes methodology and verifiable match logs so anyone can audit how signals were generated and how they performed.