Chess Elo forecast

A static, reproducible chess ratings/backtest pipeline built from completed real Lichess rated games.

Completed games
20,000

2,077 players · 2012-12-31 through 2013-01-08

Holdout log loss
0.9780

Brier 0.1929 · last 4,000 games from 2013-01-06

Holdout exact-outcome accuracy
60.4%

K=40, colour=35, draw ν=0.8

Most recent scored games · historical walk-forward probabilities
2013-01-08
lk-lk vs Sattip 1–0 · classical
W 42.1% · D 28.3% · B 29.7%
2013-01-08
pikaron vs vaacshes 1–0 · blitz
W 58.9% · D 24.8% · B 16.3%
2013-01-08
SAIRAM vs amirmechanic83 1–0 · classical
W 16.2% · D 24.7% · B 59.1%
2013-01-08
Fisher62 vs DreamerKrsk 1–0 · classical
W 45.5% · D 27.9% · B 26.6%
2013-01-08
rodrigodbgt vs marina1984 0–1 · blitz
W 21.9% · D 26.8% · B 51.3%
2013-01-08
lk-lk vs tolik_mmm 1–0 · classical
W 39.5% · D 28.5% · B 32.0%
2013-01-08
adsl vs arun 0–1 · classical
W 41.1% · D 28.4% · B 30.6%
2013-01-08
sook vs kloun 0–1 · classical
W 24.9% · D 27.5% · B 47.6%

This page shows historical backtest probabilities only. Forward pairing ingest is not yet wired, so no future-game picks are displayed.

Top active ratings in sample
  1. arina1999
    blitz · 74 games · 63-0-11
    2148
  2. Ghost_Lombardi
    blitz · 60 games · 53-0-7
    2011
  3. sidneycrode
    blitz · 27 games · 24-0-3
    1998
  4. bobaokc
    blitz · 46 games · 37-0-9
    1979
  5. kent777
    blitz · 209 games · 127-5-77
    1979
  6. jhericjared
    blitz · 20 games · 19-0-1
    1974
  7. MihaSAH
    classical · 131 games · 93-10-28
    1968
  8. sakrat
    blitz · 191 games · 126-10-55
    1966
  9. saksham
    blitz · 51 games · 40-1-10
    1962
  10. dm09
    classical · 20 games · 18-2-0
    1953