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 |
|---|---|---|---|
| Duda, Jan-Krzysztof | move 22.5 | 16 – 29 | 2 |
| Giri, Anish | move 18.0 | 15 – 21 | 2 |
| Yakubboev, Nodirbek | move 17.0 | 13 – 21 | 2 |
| Lu, Shanglei | move 17.0 | 15 – 19 | 2 |
| Vachier-Lagrave, Maxime | move 15.5 | 12 – 19 | 2 |
| Andreikin, Dmitry | move 14.5 | 14 – 15 | 2 |
| Esipenko, Andrey | move 14.5 | 13 – 16 | 2 |
| Lazavik, Denis | move 14.0 | 11 – 17 | 2 |
| Yu, Yangyi | move 13.0 | 11 – 15 | 2 |
| Sevian, Samuel | move 13.0 | 13 – 13 | 2 |
| Sadhwani, Raunak | move 12.5 | 11 – 14 | 2 |
| Grischuk, Alexander | move 11.5 | 8 – 15 | 2 |
| Aravindh, Chithambaram VR. | move 10.5 | 9 – 12 | 2 |
| Artemiev, Vladislav | move 8.5 | 5 – 12 | 2 |
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 |
|---|---|---|---|---|---|
| Andreikin, Dmitry | — | — | — | 5s 1 game | 9s 1 game |
| Aravindh, Chithambaram VR. | — | — | — | 13s 1 game | 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.
| Artemiev, Vladislav | — | — | — | — | 11s 2 games |
| Duda, Jan-Krzysztof | — | — | — | 3s 1 game | 6s 1 game |
| Esipenko, Andrey | — | — | — | 4s 1 game | 10s 1 game |
| Giri, Anish | 3s 1 game | — | 5s 1 game | — | — |
| Grischuk, Alexander | — | — | 5s 1 game | 12s 1 game | — |
| Lazavik, Denis | — | — | — | — | 14s 2 games |
| Lu, Shanglei | 2s 1 game | — | 6s 1 game | — | — |
| Sadhwani, Raunak | — | — | 3s 1 game | 8s 1 game | — |
| Sevian, Samuel | 7s 1 game | — | 14s 1 game | — | — |
| Vachier-Lagrave, Maxime | 3s 1 game | — | 7s 1 game | — | — |
| Yakubboev, Nodirbek | — | 10s 1 game | — | 4s 1 game | — |
| Yu, Yangyi | — | 6s 1 game | — | 7s 1 game | — |