French Defence by rating

1.e4 e6 2.d4 d5 3.Nc3

The French Defence is where engine evaluation and human practice part company hardest. After 3.Nc3 Stockfish's first choice is dxe4, and almost nobody plays it: at 1000 the likeliest human move is c5, which costs just under a pawn by the engine's count and remains the popular choice at 2200.

How often each rating finds the engine move

The lowest findability of any e4 opening in the run, under 20 percent at both ends of the rating range.

02550751001000120014001600180020002200
After 1.e4 e6 2.d4 d5 3.Nc3Two plies later, after c5 Nf3
Findability is the probability Maia3 assigns to Stockfish's top move at each rating. Across the two positions the curve moves up 6 points from 1000 to 2200.

The position after 1.e4 e6 2.d4 d5 3.Nc3

This is where the opening actually starts asking a question. 34 moves are legal; Stockfish scores every one of them at depth 20.

Black to play, 34 legal moves

Stockfish plays dxe4 at -0.41. Its next two choices are Nf6 (-0.48) and a6 (-0.53).

RatingMost likely human moveFinds dxe4Cost in pawns
1000c5-1.3718%0.96
1200c5-1.3719%0.96
1400c5-1.3721%0.96
1600c5-1.3724%0.96
1800Nf6-0.4824%0.07
2000Nf6-0.4821%0.07
2200Nf6-0.4816%0.07

Two plies deeper

Following the most popular human continuation at 1400: c5 (37%), then Nf3 (33%).

Black to play, 34 legal moves

Stockfish plays cxd4 at -0.63. Its next two choices are Nf6 (-0.71) and Nc6 (-0.74).

RatingMost likely human moveFinds cxd4Cost in pawns
1000Nc6-0.7420%0.11
1200Nc6-0.7419%0.11
1400Nc6-0.7421%0.11
1600Nc6-0.7426%0.11
1800Nc6-0.7431%0.11
2000Nc6-0.7433%0.11
2200Nc6-0.7434%0.11

See this for your own games

Chessdrive runs the same two engines on your phone. It shows the move you should have found at your rating, not just the move a 3500-rated engine would have played.

How these numbers were produced

Stockfish 18 by the Stockfish developers (see AUTHORS file) at depth 20, with MultiPV set to the exact legal move count of each position so no move is left unscored, and Maia3, chessformer, human move prediction, 5m (bundled with maia3-js, UofTCSSLab/Maia3-5M, about 5M parameters) for the human move distribution. Run on 2026-08-29 over 28 positions across 7 rating bands. Findability is Maia3's probability for Stockfish's top move; it is not a claim about win rate.