Where theory ends, opening by opening.
53 openings from 70 million games: when the book runs out, how risky the exit is, and which mistakes are common inside theory.
Sicilian Defense
8.1 million games
- Theory ends at half-move (1400–1799)
- 13
- Risk of the exit against a move inside theory
- 4.6×
Queen's Pawn Game
6.6 million games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 6.7×
Caro-Kann Defense
4.9 million games
- Theory ends at half-move (1400–1799)
- 14
- Risk of the exit against a move inside theory
- 5.2×
French Defense
4.6 million games
- Theory ends at half-move (1400–1799)
- 12
- Risk of the exit against a move inside theory
- 4.7×
Italian Game
3.9 million games
- Theory ends at half-move (1400–1799)
- 15
- Risk of the exit against a move inside theory
- 3.8×
Scandinavian Defense
3.4 million games
- Theory ends at half-move (1400–1799)
- 12
- Risk of the exit against a move inside theory
- 3.8×
English Opening
2.4 million games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 5.5×
Queen's Gambit Declined
2.2 million games
- Theory ends at half-move (1400–1799)
- 13
- Risk of the exit against a move inside theory
- 5.2×
King's Pawn Game
2.0 million games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 3.0×
Scotch Game
1.7 million games
- Theory ends at half-move (1400–1799)
- 15
- Risk of the exit against a move inside theory
- 2.9×
Ruy Lopez
1.7 million games
- Theory ends at half-move (1400–1799)
- 14
- Risk of the exit against a move inside theory
- 4.4×
Zukertort Opening
1.6 million games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 3.0×
Pirc Defense
1.6 million games
- Theory ends at half-move (1400–1799)
- 12
- Risk of the exit against a move inside theory
- 4.4×
Indian Defense
1.6 million games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 5.1×
Philidor Defense
1.4 million games
- Theory ends at half-move (1400–1799)
- 13
- Risk of the exit against a move inside theory
- 3.3×
Modern Defense
1.3 million games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 3.4×
Four Knights Game
1.2 million games
- Theory ends at half-move (1400–1799)
- 15
- Risk of the exit against a move inside theory
- 3.6×
Petrov's Defense
1.1 million games
- Theory ends at half-move (1400–1799)
- 13
- Risk of the exit against a move inside theory
- 2.7×
Bishop's Opening
1.1 million games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 4.0×
Vienna Game
983 k games
- Theory ends at half-move (1400–1799)
- 12
- Risk of the exit against a move inside theory
- 3.3×
Van't Kruijs Opening
922 k games
- Theory ends at half-move (1400–1799)
- 7
- Risk of the exit against a move inside theory
- 6.4×
Nimzo-Larsen Attack
895 k games
- Theory ends at half-move (1400–1799)
- 9
- Risk of the exit against a move inside theory
- 5.0×
Slav Defense
895 k games
- Theory ends at half-move (1400–1799)
- 13
- Risk of the exit against a move inside theory
- 4.1×
Englund Gambit
875 k games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 3.1×
Benoni Defense
802 k games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 4.8×
Nimzowitsch Defense
794 k games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 3.5×
King's Indian Defense
780 k games
- Theory ends at half-move (1400–1799)
- 15
- Risk of the exit against a move inside theory
- 8.3×
Hungarian Opening
765 k games
- Theory ends at half-move (1400–1799)
- 9
- Risk of the exit against a move inside theory
- 7.0×
Horwitz Defense
750 k games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 7.7×
Bird Opening
706 k games
- Theory ends at half-move (1400–1799)
- 9
- Risk of the exit against a move inside theory
- 8.2×
Queen's Gambit Accepted
686 k games
- Theory ends at half-move (1400–1799)
- 12
- Risk of the exit against a move inside theory
- 3.4×
Alekhine Defense
668 k games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 5.0×
Owen Defense
625 k games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 4.1×
Dutch Defense
483 k games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 12.0×
Three Knights Opening
481 k games
- Theory ends at half-move (1400–1799)
- 13
- Risk of the exit against a move inside theory
- 3.3×
King's Gambit Accepted
458 k games
- Theory ends at half-move (1400–1799)
- 12
- Risk of the exit against a move inside theory
- 2.8×
Center Game
442 k games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 3.5×
Rapport-Jobava System
434 k games
- Theory ends at half-move (1400–1799)
- 13
- Risk of the exit against a move inside theory
- 4.3×
Mieses Opening
380 k games
- Theory ends at half-move (1400–1799)
- 7
- Risk of the exit against a move inside theory
- 7.2×
King's Indian Attack
333 k games
- Theory ends at half-move (1400–1799)
- 12
- Risk of the exit against a move inside theory
- 8.6×
Semi-Slav Defense
318 k games
- Theory ends at half-move (1400–1799)
- 14
- Risk of the exit against a move inside theory
- 17.7×
Ponziani Opening
318 k games
- Theory ends at half-move (1400–1799)
- 13
- Risk of the exit against a move inside theory
- 3.6×
Englund Gambit Declined
303 k games
- Theory ends at half-move (1400–1799)
- 9
- Risk of the exit against a move inside theory
- 4.0×
King's Gambit Declined
291 k games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 2.7×
Rat Defense
290 k games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 3.9×
English Defense
288 k games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 4.8×
Nimzo-Indian Defense
286 k games
- Theory ends at half-move (1400–1799)
- 13
- Risk of the exit against a move inside theory
- 13.2×
King's Knight Opening
279 k games
- Theory ends at half-move (1400–1799)
- 10
- Risk of the exit against a move inside theory
- 5.9×
Elephant Gambit
267 k games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 3.4×
Polish Opening
257 k games
- Theory ends at half-move (1400–1799)
- 8
- Risk of the exit against a move inside theory
- 28.6×
Van Geet Opening
252 k games
- Theory ends at half-move (1400–1799)
- 9
- Risk of the exit against a move inside theory
- 4.1×
Grob Opening
205 k games
- Theory ends at half-move (1400–1799)
- 7
Old Indian Defense
203 k games
- Theory ends at half-move (1400–1799)
- 11
- Risk of the exit against a move inside theory
- 8.8×
Opening names from the Lichess opening database (CC0). A game belongs to the most specific named opening it reaches within 39 half-moves.