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    [ tool ]all ELOJune 17, 20268 min read

    How to Read the Chess Evaluation Graph

    How to read the chess evaluation graph: what the curve shows, how its jumps lead to the move that decided the game, and what a forced mate looks like.

    chess.rodeo
    chess.rodeo editorial
    Breakdowns, guides and essays on chess from the chess.rodeo team.
    +1.4
    eval
    contents
    • 01What the curve shows
    • 02Flat line, slope and jump
    • 03How to find the turning point
    • 04Mate and the edges of the graph
    • 05How to review a game with the graph
    • 06Related
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    The evaluation graph shows how the engine’s evaluation changed from the first move of a game to the last. It tells you who stood better and after which move the game was decided, even in a game you have never seen. It is a good place to start a review, because it points to the moves worth your time.

    What the curve shows

    The engine evaluates the position after every move, and the graph joins those evaluations into one line. The first move is on the left, the last on the right. The vertical axis is the evaluation in pawns.

    The middle of the graph is equality. Above it White is better, below it Black. A point at +1.0 means the engine puts White ahead by about a pawn; -2.5 means Black is ahead by two and a half. On chess.rodeo the graph is flipped together with the board: when the board is shown from Black’s side, Black’s advantage is at the top.

    The pawns are a unit of measure. The evaluation takes in material, king safety, piece activity and pawn structure, so the line can rise when nothing has been captured: a knight reaches a strong square, for example, or the opponent’s king loses its cover. The numbers themselves are explained in what the evaluation number means, and how the engine arrives at them in how Stockfish evaluates positions.

    Flat line, slope and jump

    There are three kinds of stretch on a graph.

    • A flat line. Both players are making moves close to the best ones, and the evaluation stays where it is. There is usually nothing to review here.
    • A gentle slope. The evaluation drifts one way a little at a time. This is what converting an advantage looks like, or several small inaccuracies in a row.
    • A jump. In one move the line goes sharply up or down. That move changed the evaluation more than its neighbors did, so start your review with it.

    How to find the turning point

    A game that somebody won usually has a move after which the evaluation changed sharply. Here is an example from the Sicilian Defense: eight moves have been played, and White is slightly better.

    abcdefgh12345678
    The evaluation is about +0.3: White is slightly better. On the graph this is a flat stretch.
    abcdefgh12345678
    White took a pawn with Qxd6. The queen on d6 is undefended, and Black takes it with the bishop, ...Bxd6. The line on the graph drops.

    On the graph the first position sits on a flat stretch, and the second at the bottom of a drop. After Qxd6?? the bishop on e7 takes the queen, and White has nothing to recapture with on d6. The evaluation falls from about +0.3 to about -6: White has given a queen for a pawn. You do not have to go through the moves to find this mistake, because on the graph it shows as a drop.

    The biggest jumps fall on the moves that decided the game. Click or tap the graph where a jump begins, and the board shows the position before the mistake. What such mistakes look like over the board is covered in common chess mistakes.

    Mate and the edges of the graph

    An ordinary evaluation is a number like +1.4 or -0.7. When the engine finds a forced mate, it stops counting pawns and shows the number of moves to mate. On chess.rodeo that is written M5, mate in five moves; elsewhere you will also see #5.

    A forced mate is drawn at the very edge of the graph: the top edge when White is mating, the bottom when Black is. An extra piece or an extra rook does not reach the edge.

    abcdefgh12345678
    White is a rook up, and the black king has an escape square on h7. The engine gives about +6: the line is high, but the engine sees no forced mate.

    The difference matters in a review. With an evaluation of M5 all that is left is to play out the forced line, while at +6 the game still has to be won. If the line ran high for a long time and then fell to the middle, a won position was let slip. That is another place to review early.

    How to review a game with the graph

    There is no need to replay the whole game move by move. Start with the jumps:

    1. Find the two or three biggest jumps on the graph.
    2. Click or tap the graph right before each of them to open the position.
    3. Work out what you missed, and compare your move with the engine’s best move.
    4. Note who made the mistake: you or your opponent.

    A game is usually decided by a few moves. The graph shows them at once, and the quiet stretches can be skimmed.

    Accuracy as a percentage rates the game as a whole, and the graph shows on which moves that accuracy was lost. A review from start to finish is described in how to analyze chess games.

    Paste here
    chess.comlichess
    or try an exampleMagnus vs Gukesh · 20251200 vs 1200 · typical

    On chess.rodeo every analyzed game has an evaluation graph, for free. Click or tap anywhere on the graph and the board goes to that move. Next to the board you will see the move’s label (Book, Best, Mistake, Blunder and others), the evaluation before and after the move, and the engine’s best move. Brilliant moves, mistakes, misses and blunders are marked on the line with colored dots. A single position can be analyzed on the analysis board.

    Related

    • Understanding chess accuracy
    • How Stockfish evaluates positions
    • How to analyze chess games
    • Common chess mistakes

    FAQ

    What do the numbers on the evaluation graph mean?+
    They are the engine’s evaluation in pawns. +1.0 means White is better by about a pawn, -2.0 means Black is better by two. The number counts material together with positional factors: king safety, piece activity and pawn structure.
    Why does the graph jump suddenly?+
    One move changed the evaluation a lot. The engine assumes best play from both sides, so a jump almost always means a mistake or a blunder: the evaluation moves toward the opponent. Start your review with those moves.
    What does a flat line on the eval graph mean?+
    The evaluation is the same from one move to the next, so neither side made a noticeable mistake on that stretch. Flat stretches rarely need review. Spend the time on the jumps.
    What do mate scores like M3 look like on the graph?+
    The line goes to the very edge of the graph, top or bottom. In such a position the engine shows no number in pawns. The evaluation is written M3 instead: mate in three moves.
    How do I use the graph to study my games?+
    Find the biggest jumps and click or tap the graph right before each one: the board shows the position where the mistake was made. Compare the move played with the engine’s best move. On chess.rodeo moves labeled Mistake, Miss and Blunder show on the graph as colored dots.
    c.r
    author
    chess.rodeo editorial
    Breakdowns, guides and essays on chess from the chess.rodeo team.
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