Evaluation

What does +1.5 mean in chess?

+1.5 means White is ahead by about a pawn and a half. An engine like Stockfish scores a position in pawns. A plus sign is good for White, a minus sign is good for Black, and 0.0 is level. The score is a verdict on the whole position, so +1.5 can be an extra pawn and a safer king, or no extra material at all.

dxc4 always gives the score from White’s side. The analyzer’s chart is White’s chance, and a solved best-move puzzle ends with a line such as Stockfish: White +7.1.

Pawns and centipawns

Inside the engine the unit is the centipawn, a hundredth of a pawn. Stockfish reports 150 and the screen shows +1.5. A pawn used to be the whole definition, but Stockfish’s neural-network evaluation is much less tied to material than the old one was.

Since version 15.1, Stockfish ties the scale to results instead. At +1.0 it wins about half its games against itself at a fast time control, and at 0.0 nearly every game is drawn. The Stockfish FAQ has the curves. Real odds depend on the opponent and the clock: at bullet fewer games are drawn, and against a weaker player even a minus score can win.

Mate scores

When the engine finds a forced mate it stops counting pawns. +M3 means White mates in three moves whatever Black does, and -M3 means Black mates in three. Other programs write the same thing as #3. On dxc4’s chart a forced mate is 100% when White delivers it and 0% when Black does.

Depth, and why the score moves

Depth is how far the search went, counted in half-moves. Stockfish does not look at every line to that depth: it cuts unpromising moves short and follows checks and captures much further. The analyzer’s chart searches each position to depth 15 or for one second, whichever comes first.

A longer search can change its mind. When we checked the best-move puzzles, 14 of 60 lines that passed at one million positions searched failed the same check at four million, and 10 of the next 46 failed at sixteen million. A score is the best estimate so far, not a proof.

The win-probability chart

The analyzer turns each score into White’s chance with one curve, 1 / (1 + e^(-cp/400)), where cp is the score in centipawns. It is gentler than Stockfish’s own scale, and 50% means an even position, which at a high level is mostly draws. Read it as White’s share of the result rather than the odds of a win.

0.0

50.0%

+0.5

53.1%

+1.0

56.2%

+2.0

62.2%

+3.0

67.9%

+5.0

77.7%

+10.0

92.4%

The move list marks a move by how far it moves that line. A swing of 20 points or more against the player who moved is a blunder, 10 a mistake and 5 an inaccuracy. The same swings in their favour are brilliant, excellent and good.

Near the ends of the curve a big change in score is a small change in chance. Falling from +10.0 to +6.0 takes White from 92.4% to 81.8%, a mistake rather than a blunder, and the position is still won.

Common questions

What does +1 mean in chess?

White is better by about one pawn. Since version 15.1, Stockfish ties the scale to results: at +1.0, Stockfish playing itself at a fast time control wins about half its games.

What does a minus evaluation mean?

Black is better. The sign says who is ahead and the number says by how much, so -2.0 is Black about two pawns up and 0.0 is level.

What does M3 mean in chess?

A forced mate in three moves. +M3 means White mates, -M3 means Black does. Some programs write it #3.

What is a centipawn?

A hundredth of a pawn, the unit engines count in. A score of 150 centipawns is shown as +1.5.

What does depth mean in a chess engine?

How far the search went, counted in half-moves. Stockfish cuts unpromising lines short and follows checks and captures further, so a depth is a guide to the search rather than a promise about every line.

Why does the evaluation change when the engine thinks longer?

A deeper search finds replies a shallower one missed. The score is the best estimate at that depth, and it can move by a pawn or more as the search goes on.

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