📐 Metrics & Calculation Compendium

100% transparent mathematical specifications, scoring logic, age-depreciation curves, and algorithmic models powering Dynasty HQ.

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🏆 Standings, Seeding & Magic Numbers

Competition
Standings

Win Percentage (Win %)

Standard winning percentage accounting for regular season victories and half-credit ties.

Win % = Wins + 0.5 × Ties Total Games Played
Variables & Inputs
WinsTotal head-to-head regular season wins
TiesTotal regular season ties (0.50 win credit)
Total GamesCompleted regular season weeks (14 max)
⚠️ Edge Cases
Before Week 1 begins (0 games played), Win % defaults to 0.000.
Live 2026 League Reference
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Tiebreakers

4-Level Standings Tiebreaker

The immutable hierarchy used to break ties in regular season standings and playoff seeding.

1. Win % → 2. Total PF → 3. Head-to-Head → 4. Total PA
Hierarchy Resolution Rules
Step 1Win Percentage (including tie credit)
Step 2Total Season Points For (PF) to two decimals
Step 3Head-to-Head record between all tied franchises
Step 4Total Points Against (PA) as defensive tiebreaker
⚠️ Multi-Team Ties
In multi-team ties (>2 teams), Head-to-Head is only applied if one team swept or was swept by all other tied teams; otherwise PF breaks the tie.
Platform Rule
Points For (PF) serves as the primary tiebreaker over H2H to reward season-long scoring consistency.
Playoffs

Playoff Seeding & First-Round BYEs

6 teams qualify for the championship postseason. The two division winners earn Seeds #1 and #2 with a First-Round BYE in Week 15.

Seed #1 & #2: Division Champions (Week 15 First-Round BYE)
Seeds #3–#6: Top 4 Remaining Franchises by Standings
Postseason Bracket Layout
Week 15Quarterfinals: #3 vs #6 & #4 vs #5 (#1 and #2 on BYE)
Week 16Semifinals: #1 vs lowest remaining seed; #2 vs highest
Week 17Championship Game (Title & Trophy) & 3rd Place Match
⚠️ Division Seeding Priority
A division winner with a worse record than a Wild Card still retains a top-2 seed and first-round bye.
Live 2026 Seeding Projections
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Magic Numbers

Playoff Clinch Magic Number

The combined total of team wins and 7th-place team losses needed to mathematically guarantee a top-6 playoff seed.

Clinch # = max(0, MaxWins7th − WinsTeam + 1)
Variables
MaxWins7thMaximum wins the current 7th-place team can achieve
WinsTeamCurrent wins achieved by the evaluated team
⚠️ Clinch Status
When Clinch # reaches 0, the team is marked with an x badge (Clinched Postseason).
Calculation Note
Tiebreakers (PF superiority) can clinch a spot even before absolute mathematical elimination of 7th place.

🎲 Schedule Luck & All-Play Index

Statistical Modeling
All-Play

Weekly 9-Game Virtual Round-Robin

Every week, each team plays virtual head-to-head matches against all other 9 league members to isolate roster strength from schedule randomness.

Winsw = 10 − Rankw,    Lossesw = Rankw − 1
Variables
RankwPoints rank in week w (1 = highest score, 10 = lowest)
WinswNumber of teams scored higher than in week w
LosseswNumber of teams scored lower than in week w
⚠️ Weekly Score Ties
If two teams score identically in the same week, each receives 0.5 wins and 0.5 losses for that virtual matchup.
Weekly Scale
High scorer goes 9-0; lowest scorer goes 0-9 each week.
All-Play

All-Play Win Percentage

Cumulative winning percentage across all 9-game weekly round-robins. Represents the true roster caliber independent of matchup fortune.

All-Play Win % = ∑ All-Play Wins Total All-Play Games × 100
Variables
∑ All-Play WinsSum of all round-robin wins across completed weeks
Total GamesCompleted weeks × 9 opponents
⚠️ Benchmark
An All-Play Win % > 60% indicates a dominant contender regardless of actual head-to-head record.
Live 2026 League Leader
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Luck Index

Expected Wins & Luck Differential

Quantifies exactly how many wins a franchise gained or lost due to opponent scoring variance and scheduling luck.

Expected Wins = (All-Play Win % ÷ 100) × Actual Games Played
Luck Differential = Actual Wins − Expected Wins
Luck Categorization Tiers
🍀 LuckyLuck Differential ≥ +0.50 wins (benefited from cold opponents)
⚡ Fair-0.50 < Luck Differential < +0.50 wins (neutral variance)
⛈️ UnluckyLuck Differential ≤ -0.50 wins (faced high opponent scores)
⚠️ Symmetrical Balance
Across all 10 franchises in the league, the sum of Luck Differentials always equals exactly 0.00.
Live 2026 Luck Extremes
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🧠 Managerial Efficiency & Start/Sit Acumen

Decision Analysis
Acumen

Optimal Lineup Combinatorial Solver

Retroactively solves the mathematical maximum score achievable by selecting the perfect 12 starters from the roster each week.

Optimal Score = ∑ Top(1 QB + 2 RB + 3 WR + 1 TE + 4 FLEX + 1 DEF)
Roster Position Constraints
1 QBHighest scoring rostered quarterback
2 RBTop 2 scoring running backs
3 WRTop 3 scoring wide receivers
1 TEHighest scoring tight end
4 FLEXNext 4 highest scoring eligible players (RB, WR, or TE)
1 DEFHighest scoring team defense
⚠️ Injury / Inactive Handling
Only players rostered on the team prior to game kickoff are eligible for optimal scoring.
Combinatorial Integrity
Evaluates all valid position allocations to guarantee the global score maximum.
Acumen

Lineup Accuracy % & Bench Waste

Calculates start/sit decision efficiency and measures total potential points left on the bench.

Efficiency % = Actual Starters Score Optimal Starters Score × 100
Bench Waste = Optimal Starters Score − Actual Starters Score
Acumen Honors
🎖️ Master TacticianHighest season-long Lineup Efficiency % (optimal start/sit)
👑 Tinkerer KingMost cumulative bench waste points surrendered
⚠️ Perfect Score
Efficiency % can reach 100.0% if all optimal players were started, resulting in 0.00 bench waste.
Live 2026 Acumen Leader
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🔮 Playoff Machine & Late-Season Simulation

Predictive Engine
Simulation

Game Outcome Permutation Solver

Iteratively evaluates all possible late-season victory paths, recalculating division champions, wild card berths, and seed placements in real-time.

Possible Futures = 2Unplayed Matchups (exhaustive permutation)
Status Indicators
xClinched Playoff Spot (Guaranteed Seed #1 through #6)
yClinched Division Title (Guaranteed Seed #1 or #2 with BYE)
eMathematically Eliminated from championship contention
⚠️ Project Score Tie Handling
Projected future matchups use season PPG to estimate likelihood when user picks are not manually overridden.
Interactive Simulator
Accessible directly on the Standings page during Weeks 11–14 to model path to the postseason.

⚖️ Dynasty Trade Valuation & Pick Depreciation Engine

Dynasty Economics
Trade Engine

Positional Age Curves (Mage)

Multipliers applied to baseline points to reward youth and punish dynasty aging cliffs based on career longevity profiles.

Value = Base Points × Mage(Position, Age)
Positional Multiplier Brackets
RB≤23: 1.20× | 24-25: 1.10× | 26-27: 1.00× | 28: 0.85× | 29: 0.70× | 30+: 0.50×
WR≤23: 1.25× | 24-25: 1.15× | 26-28: 1.05× | 29: 0.95× | 30: 0.85× | 31: 0.75× | 32+: 0.60×
QB≤24: 1.20× | 25-28: 1.10× | 29-32: 1.00× | 33-35: 0.85× | 36+: 0.70×
TE≤24: 1.20× | 25-27: 1.10× | 28-29: 1.00× | 30-31: 0.85× | 32+: 0.65×
⚠️ RB Cliff Effect
RBs undergo the sharpest degradation, falling from 1.00× at age 27 to 0.50× at age 30.
Dynasty Premium
A 22-year-old WR receives a +25% valuation bonus over an identical 28-year-old veteran.
Trade Engine

Prospect Baseline Floors (Fprospect)

Guarantees developmental prospects, rookie picks, and taxi squad stashes hold positive trade equity even before NFL production occurs.

Player Value = max(Projected Points, Fprospect) × Mage
Floor Hierarchy
45.0 ptsRookie or Taxi Squad Player (Experience = 0 or Age ≤ 22)
30.0 ptsYoung Developmental Asset (Age ≤ 24)
15.0 ptsRostered Depth Prospect (Age ≤ 26)
8.0 ptsActive NFL Rostered Player minimum floor
⚠️ Non-Zero Guarantee
No rostered player can ever possess 0 trade value, reflecting NFL roster spot value.
Prospect Protection
Prevents taxi squad rookies from being evaluated as worthless in multi-player deals.
Trade Engine

Draft Pick Valuation & Slot Scaling

Calculates trade values for rookie draft picks with slot scaling (1.01 to 1.12) and 15% compounded annual time depreciation.

Round 1 Slot: max(175, 290 − (Slot − 1) × 10.5)
Round 2 Slot: max(100, 150 − (Slot − 1) × 4.5)
Future Pick: Base Value × (0.85)ΔYears
Pick Baselines
Round 1Base 220 pts (1.01 = 290 pts ↓ 1.12 = 175 pts)
Round 2Base 125 pts (2.01 = 150 pts ↓ 2.12 = 100 pts)
Round 3Base 60 pts flat
Round 4Base 30 pts flat
15% / YearFuture draft picks discounted by 15% compounded annually
⚠️ Current Year vs Future
Current year picks use reverse-standings slot estimates; future year picks use mid-round base discounted by 0.85years.
Live Valuation Examples
2027 Round 1 = 187 pts | 2028 Round 1 = 159 pts | 2029 Round 1 = 135 pts.
Trade Engine

Star Consolidation & Trade Letter Grades

Awards a 5% bonus for the side acquiring the elite centerpiece in 1-for-many trades and assigns objective letter grades across 9 brackets.

Balance Threshold = max(8 pts, 0.07 × Combined Value)
Fair Share Ratio = Net Value Received ÷ (Combined Value ÷ Teams)
Letter Grade Brackets (Fair Share Ratio)
A+ ≥ 1.25Massive Fleece / Highway Robbery
A (1.15–1.24) | A- (1.06–1.14)Clear Win / Strong Surplus
B+ (0.98–1.05) | B (0.92–0.97)Fair & Balanced Trade
B- (0.85–0.91) | C (0.70–0.84)Moderate Underpayment / Deficit
D (0.50–0.69) | F < 0.50Lopsided Surrender / Severe Fleece
⚠️ Multi-Party Trades
The Fair Share formula seamlessly evaluates 3-way and N-way trades without mathematical distortion.
Trade Calculator Application
Powers the instant evaluation bar and letter grades on the Transactions and Trade Calculator pages.

📊 Roster Age Radar & Competitive Tiers

Demographics
Demographics

Dynasty Weighted Average Age

Weights starting lineup age at 2× and bench/taxi age at 1× to accurately capture both immediate contention and long-term runway.

Weighted Age = 2 × Starters Avg Age + 1 × Bench/Taxi Avg Age 3
Youth Density % = (Players Age ≤ 24 ÷ Rostered Players with Age) × 100
Dynasty Competitive Tiers
🏆 Win-Now ContenderWeighted Age ≥ 26.5 yrs (veteran core peaking for title)
⚖️ Balanced Competitor25.2 ≤ Weighted Age < 26.5 yrs (balanced prime mix)
🌱 Young RebuilderWeighted Age < 25.2 yrs (young assets accumulating draft equity)
⚠️ Special Status Badges
🚀 Dynasty Sweet Spot: Weighted Age < 25.5 yrs AND Top 4 in Standings or PF.
⚠️ Aging in Limbo: Weighted Age ≥ 27.5 yrs AND Bottom 4 in Standings.
Live 2026 Age Spotlight
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💀 Survivor Death Pool Series

Tournament
Survivor

Weekly Cutline & Elimination Logic

The single lowest scoring surviving team each week is executed and banished to the Graveyard until only the Sole Survivor remains.

Cutline Score = min(Scores of Surviving Teams in Week w)
Tiebreaker = Lowest Cumulative Season PF Through Week w
Progression Schedule
Weeks 1–81 team executed per week (field drops from 10 to 2)
Week 9Championship Showdown: 2 survivors duel for Sole Survivor Title
Grace PeriodActive/in-progress weeks do not eliminate prematurely
⚠️ Exact Tie in Weekly & Season PF
If weekly scores and season PF are identical, highest individual starting player score breaks the tie.
Live 2026 Death Pool Cutline
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💥 Weekly Recap & Bad Beat Awards

Weekly Superlatives
Awards

Weekly Recap Superlatives

Automated algorithms computing weekly accolades, heartbreak stories, and lineup mistakes.

Bad Beat: max(ScoreLosers) in Week w
Fraud of the Week: min(ScoreWinners) in Week w
Bench Blunder: max(ScoreBench Players) in Week w
Thriller Margin: min(|ScoreA − ScoreB|) across matchups
Honor Definitions
💔 Bad BeatTeam scored enough to beat most opponents but suffered an unlucky loss
🎭 FraudTeam won despite posting a low score that would have lost to almost everyone else
🤦 Bench BlunderTop-scoring player left benched while starters fell short
Weekly Automation
Hydrated automatically each Tuesday morning following Monday Night Football.

💰 Cash Prizes & League Superlatives

Payouts
Payouts

Season & Weekly Cash Prizes

Criteria governing performance payouts throughout the regular season.

Top Team Scorer = max(∑ Regular Season PF)
Top Individual Player = max(∑ Season Points rostered)
Top Rookie Scorer = max(∑ Season Points with Exp = 0)
Payout Rules
Weekly High ScorerWeekly cash payout to highest single team score
Top RookieHighest scoring rookie player rostered on any team
Season Top ScorerHighest points for through Week 14
Live 2026 Scorer Leaderboard
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🤝 Positional Depth & Trade Partner Matching

Roster Optimization
Trade Matcher

Depth Benchmarks & Surplus Matching

Cross-references positional starter vs reserve counts against recommended depth targets to recommend ideal trade partner pairings.

Depth Targets: QB: 3 • RB: 4 • WR: 5 • TE: 2
Surpluspos = Countpos − Targetpos
Trade Partner Alignment Tags
⚡ Win-Now ⇄ RebuildContender with youth deficit paired with rebuilder with pick surplus
🎯 Pure Need MatchTeam A surplus directly fulfills Team B deficit at equal value
Rosters Page Integration
Located below the Positional Depth Heatmap on the Rosters page.

⚔️ All-Time Head-to-Head & Rivalries

Historical Records
History

Multi-Year Head-to-Head & Rivalry Dominance

Aggregates every regular season and playoff matchup played across franchise history (2023–2026) to calculate lifetime dominance indices.

H2H Win % = (WinsH2H ÷ Total H2H Matchups) × 100
Cumulative Differential = ∑ (ScoreTeam − ScoreOpponent)
Tracked Rivalry Elements
Lifetime RecordTotal wins, losses, and ties against each franchise
Active StreakConsecutive victories in the series
Largest BlowoutHighest single margin of victory in rivalry history
Records Hub Integration
Historical head-to-head records are viewable on the Records and Manager pages.