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Winning Percentage — Win% & Pythagorean

Win% = Wins/(Wins+Losses). Pythagorean: Runs²/(Runs²+RA²). .716 Mariners 2001, 17–0 Dolphins, 73–9 Warriors. ESPN, Bill James.

Concept Fundamentals
W/(W+L) × 100
Win %
Season record
PF²/(PF²+PA²)
Pythagorean
Expected win %
Season standings
Application
Playoff seeding
Bill James (Pythag)
Developer
Sabermetrics
Calculate Win%Use the calculator below for arena and sports metrics

Why This Stat Matters

Why: Win% standard across sports. Pythagorean predicts expected record from runs scored/allowed. .500 = average.

How: Enter wins, losses, ties. Optional: runs for/against for Pythagorean expectation.

  • .716 Mariners 2001; 73–9 Warriors 2016
  • Pythagorean: Runs²/(Runs²+RA²)
  • 17–0 Dolphins 1972 perfect season

📋 Quick Examples — Click to Load

Optional
Optional
win_pct_analysis.shCALCULATED
Win%
66.7%
Record
10–5
Total Games
15

📊 Historic Win%

📈 Win% Scale

🍩 73–9 Warriors Breakdown

📉 Actual vs Pythagorean (2001 Mariners)

For educational and informational purposes only. Verify with a qualified professional.

🏅 Sports Records

📊

.716 Mariners 2001 (116 wins)

🏀

73–9 Warriors 2016 best NBA record

🏈

17–0 Dolphins 1972 perfect season

Win% = Wins / (Wins + Losses). With ties: Win% = (Wins + 0.5 × Ties) / Total. Pythagorean expectation: Win% = Runs² / (Runs² + Runs Against²)—Bill James's formula predicts wins from run differential. .500 = average. The 1972 Dolphins (17–0) are the only undefeated NFL champions. The 2001 Mariners won 116 (.716) but didn't win the World Series. The 2015–16 Warriors went 73–9 (.890).

.716
2001 Mariners
17–0
1972 Dolphins
73–9
Warriors
.500
Average

Sources: ESPN, Sports Reference, Bill James.

Key Takeaways

  • • Win% = Wins / (Wins + Losses); with ties add 0.5 × Ties to numerator
  • • Pythagorean expectation predicts wins from run/point differential
  • • .500 = average; .600+ strong; .700+ elite
  • • 1972 Dolphins: only undefeated NFL champions (17–0)

Did You Know?

🔢 Don Shula's 1972 Miami Dolphins are the only undefeated NFL champions (17–0)
📊 The 2001 Mariners won 116 games (.716) but didn't win the World Series
💡 Bill James's Pythagorean formula predicts wins from run differential
🌍 The 2015–16 Warriors went 73–9 (.890)—best NBA regular-season record
📈 Pythagorean Win% reveals "lucky" or "unlucky" teams vs true talent
🎯 .500 = average; above .600 is strong; .700+ is elite

How Does Winning Percentage Work?

Basic Formula

Win% = Wins / (Wins + Losses). Example: 10–5 = 10/15 = .667 (66.7%). No ties: denominator is total games.

With Ties

Win% = (Wins + 0.5 × Ties) / Total. NHL, NFL (historically) use this. A tie = half a win. 9–1–1 = 9.5/11 = .864.

Pythagorean Expectation

Win% = Runs² / (Runs² + Runs Against²). Bill James. Predicts "true" record from run differential. Exponent 2 for baseball; varies by sport.

Expert Tips

Use Pythagorean Win% to spot over/underperformers—teams above Pythag are "lucky," below are "unlucky."
Exponent varies: baseball 2 (or 1.83), NFL 2.37, NBA ~14. Adjust for sport.
.500 = average. In 162-game MLB season, 81–81. In 82-game NBA, 41–41.
Historic benchmarks: 1972 Dolphins 1.000, 2015–16 Warriors .890, 2001 Mariners .716.

Historic Records

Team/SeasonRecordWin%Note
1972 Dolphins17–01.000Only undefeated NFL
2015–16 Warriors73–9.890Best NBA record
2001 Mariners116–46.716Didn't win WS
Average81–81.500MLB 162 games

Frequently Asked Questions

How is winning percentage calculated?

Win% = Wins / (Wins + Losses). With ties: Win% = (Wins + 0.5 × Ties) / Total Games. Example: 10–5 record = 10/(10+5) = .667 (66.7%).

What is Pythagorean expectation?

Bill James's formula predicts win% from run differential: Win% = Runs² / (Runs² + Runs Against²). Used in baseball to estimate "true" performance. Exponent varies by sport.

What is a good winning percentage?

.500 (50%) is average. Above .600 is strong; .700+ is elite. The 2015–16 Warriors went 73–9 (.890). The 2001 Mariners won 116 games (.716) but didn't win the World Series.

Who has the best NFL record ever?

Don Shula's 1972 Miami Dolphins are the only undefeated NFL champions (17–0, 1.000). The 2007 Patriots went 18–1 including playoffs but lost the Super Bowl.

How do ties affect winning percentage?

Ties count as half a win: Win% = (Wins + 0.5 × Ties) / Total. A 9–1–1 record = (9 + 0.5) / 11 = .864. NHL and NFL use this formula.

What is the Pythagorean exponent?

Baseball typically uses 2 (or 1.83). Basketball uses ~14. NFL uses 2.37. The exponent reflects how much run/point differential predicts wins in each sport.

Key Statistics

.716
Mariners 2001
17–0
Dolphins
73–9
Warriors
.500
Average

Official Data Sources

⚠️ Disclaimer: This calculator is for educational purposes only. Win% and Pythagorean formulas are standard; exponents vary by source. Not professional advice.

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