Quick answer: LineStar bundles projections, optimizer, stats and research into one DFS lineup toolkit. DFS Atlas is not a toolkit: it is the archive of what DraftKings contests actually produced — winning lineups, measured ownership and prize ladders. Tools help you build; the record shows how builds finished.
| DFS Atlas | LineStar | |
|---|---|---|
| What it is | DraftKings contest results archive + drill-downs | All-in-one DFS toolkit: optimizer, projections, stats |
| Core data | Real contest entries: lineups, ownership, winners | Projected stats, scoring models, lineup builder |
| Ownership edge | Field vs top-1% finisher ownership, per player | Projected ownership estimates |
| Lineup research | The actual top lineups that cashed | Optimizer-generated and expert lineups |
| Prize data | Full prize ladder per contest | Contest filters and entry-fee guidance |
| Cost | Early access — 2020–2026 lake at launch | Subscription tiers |
| Best for | Studying what actually won | Building and optimizing lineups |
Workflow power: LineStar compresses research, projections and lineup building into one app. DFS Atlas publishes no projections and builds no lineups — it archives the outcomes those tools aim at.
Does DFS Atlas optimize lineups?
No — DFS Atlas records contest results: lineups, ownership and winners from real DraftKings contests. LineStar is the toolkit for building them.
Is the ownership projected?
No — DFS Atlas ownership is measured after the fact from real entries. Projected ownership is a pre-lock estimate.
Do they overlap?
Barely — LineStar works before lock; DFS Atlas is the record that exists after it. Use both to test a tool against reality.
Every indexed contest: prize ladder, most-owned players, field ownership vs top-1% finishers, and the lineups that actually cashed.
OPEN THE CONTEST EXPLORER — DFS ATLASDFS Atlas is an independent research tool, not affiliated with DraftKings or any competitor named here.