Recent Articles

In-depth analysis, analytics strategies, and platform updates from the ATSwins team.

MLB playoff win probabilities: Turning raw odds into smarter postseason picks

As a pro analyst, I break down MLB playoff win probabilities—what they mean, how models work, and how to read odds without hype.

35 min read
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NFL EPA rankings - How to read and use them weekly

Get a clear take on NFL EPA rankings—what they mean, how to compute them, and how I use them to predict games with confidence.

20 min read
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College Football Team Rankings - How to make sense of them

Get clear on how polls, the CFP, and data models shape college football rankings, what really moves teams, and how to read tiers.

32 min read
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MLB playoff simulation model: Predicting odds like a pro

Real MLB playoff odds explained with simple math, pitching data, and honest modeling—straight talk from a pro analyst you can trust.

34 min read
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College Football Power Rankings - How to predict winners

Get a clear look at predictive power rankings vs polls, with metrics, workflow, and tips to turn data into smarter college football picks.

24 min read
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MLB playoff projections: Predicting postseason odds with AI

See how a pro analyst uses AI, Statcast, and schedule sims to track MLB playoff odds, explain swings, and spot what really moves teams.

31 min read
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College Football Offense Rankings - 5 ways to rank offenses

See how pros use AI to model college football win odds with real data and tools to read momentum and make smarter calls.

28 min read
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MLB playoff predictions: The smart fan's guide to October picks

An analyst explains AI-driven MLB playoff picks—pitching trends, bullpen stress, park factors, and smart odds with honest uncertainty.

36 min read
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College Football Defense Rankings - How to rank defenses

See how pros use AI to model college football win odds with real data and tools to read momentum and make smarter calls.

30 min read
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