Treat the numbers as a tool, not a verdict. The column you should read first changes depending on the question you're asking.
Start with the question, not the column
Most dynasty decisions boil down to one of three questions: who's the best player available, is this trade fair, where is my team headed. The model has a column for each. The mistake I see most often is reading the leaderboard top-down like a depth chart when the answer you actually need lives somewhere else.
Picking the right column for the moment
A few of the reads I run at my own table:
Read VORP, not raw score, when trading
Raw Dynasty Value and Value Over Replacement look similar but answer different questions. Raw Value tells you how good the player is. Value Over Replacement tells you how hard he is to replace. When the question is about a trade, replacement matters more. A QB with 70 Dynasty Value isn't worth the same as a WR with 70 Dynasty Value if the WR's replacement level is 30 and the QB's is 50.
The quadrant chart โ read it as a strategy map
On the live Dynasty Values page, the scatter plot of Current Value vs Future Value isn't just a chart, it's a decision matrix. Each quadrant suggests a different action.
Trade with the market gap, not against it
The most actionable signal in the system is the gap between my model rank and the consensus market rank, surfaced on the Market Watch page. Players the model and market agree on are roughly fairly priced. Players where the gap is large are where the trade leverage lives.
- Open Market Watch. The Buy Low column lists model-says-higher names; Sell High lists market-says-higher.
- Filter to positions you need. The conviction score blends the size of the gap with whether momentum confirms it.
- "Trend confirms" badges are higher conviction โ both signals point the same way. "Trend caution" badges are softer โ the momentum chart pushes the other direction.
- Pull up the player's history on his profile page. A gap that persists across multiple snapshots is more durable than a one-week blip.
Building a GPA-based team report
A 12-team Superflex roster is essentially a class roster. Give every slot its three grades (Dynasty, Current, Future) and the average tells you, in one letter, how the team stacks up and which side of the present/future divide it leans.
| Slot | Dynasty | Current | Future |
|---|---|---|---|
| QBQB1 โ Bell Cow | A | A | Aโ |
| WRWR1 โ Cornerstone | A+ | A | A+ |
| WRWR2 โ Win-Now | B+ | Aโ | C+ |
| RBRB1 โ Aging Vet | B | Aโ | C |
| TETE1 โ Rebuild Buy | Bโ | C+ | Aโ |
| WRWR3 โ Dart Throw | D+ | D | Cโ |
- List every starter and bench piece. Pull their Dynasty / Current / Future grades from the leaderboard.
- Convert each grade to a GPA point (A+ = 4.3, A = 4.0, Aโ = 3.7, B+ = 3.3, etc.).
- Average across the roster for an overall GPA. Average separately for Current and Future.
- If Current GPA exceeds Future GPA by about 0.3 or more, you're a Win-Now team. Build the trade tree accordingly.
- If Future GPA exceeds Current GPA by about 0.3 or more, you're a Rebuild. Sell vets, accumulate picks, target Future-Aโ assets.
Common mistakes to avoid
- Trading on the headline score alone. The ๐จ Dynasty Score is a great default, but two B+ players can have completely different Current/Future splits.
- Chasing rookie season-long ranks in Week 2. Early-season swings are mostly the Bayesian update finding its footing, not a regime change. Wait for at least four data points before re-rating a rookie.
- Treating Market Watch as a buy/sell command. Treat it as a watch list. Pull up the player's history first and verify the gap is durable.
- Forgetting positional replacement. A B+ QB in Superflex is worth more than a B+ WR4 in PPR because the position is scarcer. Always check Value Over Replacement, not just the raw grade.
- Letting one snapshot drive a multi-year trade. Use the Dynasty Value History page to see a player's arc before you commit.
The 60-second workflow
- Open the leaderboard. Confirm the top 24 looks sane โ sanity check, not verdict.
- Pull up the player at the center of the question. Read all four columns: Dynasty, Current, Future, ๐จ Score.
- Cross-check the quadrant. Bell Cow, Win-Now, Rebuild, or Bench?
- Open Market Watch. Is there a Buy Low or Sell High signal, and does the momentum confirm or caution?
- If the answer is still cloudy, open the player's profile and look at the multi-snapshot history.