33 original data analyses from 6,976 dynasty league champions.
167,265 trades · 9,983 champion rosters · 7,155 drafts · 172,080 historical rosters

167,265 real trades. Not how much — it's when.

Timing, direction, and the courage to overpay.

The "loser" wins titles more often.

Champions traded 68% more in playoff weeks.

Full value-gap distribution.

38.3% of value in 3 players.

WR 35.7%, RB 30.1%, QB 22.5%, TE 11.7%.

Average: 1.07 elite players.

Bijan 23%, Puka 19.3%.

71.6% won without a top-3 QB.

11.7% of value, but 67% had a top-10 TE.

27.55 avg. Only 7.3% were young.

63% drafted or held. Trades: 21.5%.
Do You Need a Top-5 QB?
Championship rates by QB tier, split SF vs 1QB.
The 2025 League Winners
Top 25 players by championship rate, indexed against rostership.
Stars and Scrubs vs Depth
Value concentration in top-3 players. 36.5% of total value.
The Age of a Champion
Avg roster age 27.4. Position-level breakdown.
Do Champions Pay Up at TE?
44.3% had a top-5 TE. The elite TE advantage by format.
Positional Blueprint
WR 35%, RB 30%, QB 23%, TE 12%. SF vs 1QB allocation table.