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Ideas, strategy and the thinking behind the numbers

Practical fantasy research, product notes and a transparent look at how our projections work, from the people who build them.

StrategyAug 18, 2026 · 7 min read

How to read a projection: floor, ceiling, and why the range matters

A single projected number hides most of the story. Here's how to use a player's projected range, not just the midpoint, to make steadier lineup decisions.

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BenchlyticsSTRATEGY
Strategy8 min

Building a balanced lineup: positional scarcity and roster construction

Great lineups aren't just five or nine of the highest projections. They're a structure. Here's how to think about scarcity, correlation and balance.

DRDevon Reyes · Aug 4, 2026
BenchlyticsSTRATEGY
Strategy6 min

Streaming 101: using the schedule to your advantage

In formats where you can rotate players, the schedule is a resource. Here's how to read it and plan a week instead of a night.

MTMarcus Tan · Jul 21, 2026
BenchlyticsSTRATEGY
Strategy6 min

Injury news and the art of the pivot

A late scratch can wreck a lineup, or hand you an opportunity. Here's a calm framework for adjusting when news breaks.

PSPriya Sharma · Jul 7, 2026
BenchlyticsSTRATEGY
Strategy5 min

Multi-sport fantasy: managing NHL, NBA and NFL in the same week

Playing across sports multiplies the research load. A single, consistent workflow is how you keep it sane.

MTMarcus Tan · Jun 23, 2026
BenchlyticsDATA SCIENCE
Data science9 min

Inside Benchlytics: how our player projections are built

A plain-language look at the inputs, the modeling approach and, importantly, the limits of what a projection can tell you.

PSPriya Sharma · Jun 9, 2026
BenchlyticsSTRATEGY
Strategy6 min

A beginner's guide to getting started with fantasy analytics

New to using data for your lineups? Here's a friendly, no-jargon walk through the ideas that matter most, and how to put them to work today.

MTMarcus Tan · Aug 26, 2026
BenchlyticsPRODUCT
Product5 min

Building your first optimized lineup, step by step

The optimizer does the heavy lifting, but a few habits will help you get more out of it. Here's a simple, repeatable routine.

DRDevon Reyes · Aug 12, 2026
BenchlyticsSTRATEGY
Strategy5 min

Consistency vs. upside: choosing the right players for your week

Two players can share the same projection and be completely different bets on your roster. Here's how to choose between them.

PSPriya Sharma · Jul 30, 2026

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