5 automatic angles of analysis across the entire tournament.
Time left on the clock just before playing the 40th move. Less time = more pressure at the time control.
First move where the player thought > 30s. The higher, the more moves their preparation covers.
| Player | Average depth | Range (min / max) | Games |
|---|---|---|---|
| Nepomniachtchi, Ian | move 22.5 | 16 – 31 | 4 |
| Lazavik, Denis | move 19.0 | 10 – 32 | 9 |
| Sindarov, Javokhir | move 18.3 | 16 – 20 | 3 |
| Sargsyan, Shant | move 18.0 | 10 – 28 | 3 |
| Abdusattorov, Nodirbek | move 18.0 | 1 – 31 | 8 |
| Movahed, Sina | move 17.2 | 9 – 28 | 6 |
| Duda, Jan-Krzysztof | move 17.0 | 9 – 33 | 7 |
| Dubov, Daniil | move 16.3 | 10 – 24 | 8 |
| Carlsen, Magnus | move 15.8 | 8 – 29 | 6 |
| Yu, Yangyi | move 15.0 | 13 – 17 | 4 |
| Sevian, Samuel | move 15.0 | 15 – 15 | 3 |
| Vachier-Lagrave, Maxime | move 13.0 | 7 – 21 | 3 |
| Erigaisi Arjun | move 11.7 | 9 – 13 | 3 |
| Pranesh M | move 11.3 | 10 – 14 | 3 |
| Keymer, Vincent | move 10.2 | 6 – 16 | 6 |
| Nihal Sarin | move 9.6 | 1 – 17 | 8 |
Average time per move at each round. Shows fatigue / confidence settling in.
Which opening families make each player think earliest in the game.
| Player | A Flank | B Semi-open | C Open | D Closed | E Indian |
|---|---|---|---|---|---|
| Abdusattorov, Nodirbek | — | — | 5s 4 games | 9s 4 games | — |
| Carlsen, Magnus | 7s 1 game | 9s 2 games | 13s 1 game |
The cost of a move is the eval lost by the player (positive = bad move). We aggregate by think duration to see if thinking more produces cleaner moves — and who benefits most.
Positive = the move dropped the eval (bad move). Close to 0 = neutral move. The blunder rate is the % of moves in the bucket with a cost > 150 cp.
Difference between median quality when the player thinks fast (≤ 60s) and when they think long (> 5min). Negative = their long thinks pay off. Positive = they would have done better to move faster.
| Player | Fast moves (≤ 60s) | Long moves (> 5min) | Δ |
|---|
The moves where the player thought the most AND lost the most eval.
| — |
10s 2 games |
| Dubov, Daniil | — | 11s 1 game | 5s 5 games | 8s 2 games | — |
| Duda, Jan-Krzysztof | 5s 1 game | — | 9s 4 games | 4s 1 game | 3s 1 game |
| Erigaisi Arjun | — | 14s 1 game | — | 9s 2 games | — |
| Keymer, Vincent | 14s 2 games | 9s 1 game | 21s 1 game | — | 14s 2 games |
| Lazavik, Denis | — | — | 10s 4 games | 8s 4 games | 5s 1 game |
| Movahed, Sina | — | 6s 1 game | 9s 3 games | 8s 2 games | — |
| Nepomniachtchi, Ian | 5s 1 game | — | 3s 1 game | 4s 1 game | 2s 1 game |
| Nihal Sarin | 10s 2 games | 13s 1 game | 11s 2 games | 10s 3 games | — |
| Pranesh M | 12s 2 games | — | 8s 1 game | — | — |
| Sargsyan, Shant | 8s 1 game | 7s 1 game | 5s 1 game | — | — |
| Sevian, Samuel | — | — | 7s 2 games | 9s 1 game | — |
| Sindarov, Javokhir | — | — | 4s 3 games | — | — |
| Vachier-Lagrave, Maxime | 7s 2 games | — | — | 8s 1 game | — |
| Yu, Yangyi | — | — | 8s 2 games | 12s 1 game | 7s 1 game |