Quick answer: Swish Analytics combines projections with optimization to recommend lineups before lock. DFS Atlas covers the after side: the archive of how DraftKings contests resolved - winner lineups, measured ownership and the complete prize ladder - kept intact for study and grading.
| DFS Atlas | Swish Analytics | |
|---|---|---|
| What it is | DraftKings contest results archive + drill-downs | Projections plus lineup optimization |
| Core data | Real contest entries: lineups, ownership, winners | Model outputs and optimized builds |
| Ownership edge | Field vs top-1% finisher ownership, per player | Projected ownership for leverage plays |
| Lineup research | The actual top lineups that cashed | Recommended lineups before lock |
| Prize data | Full prize ladder per contest | Contest selection analytics |
| Cost | Early access - 2020-2026 lake at launch | Subscription tiers |
| Best for | Studying how contests resolved | Building lineups before lock |
Pre-lock optimization: Swish Analytics recommends builds before the contest starts. DFS Atlas publishes only what exists after it ends - complementary halves of one loop.
Does DFS Atlas build lineups?
No - it archives results. Optimization is the Swish Analytics specialty.
Is the ownership projected?
No - DFS Atlas ownership is measured after the fact from real entries.
Do they overlap?
Barely - one works before lock, the other is the record that exists after it.
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.