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 |
|---|---|---|---|
| Gukesh D | move 7.2 | 2 – 13 | 13 |
| Erigaisi Arjun | move 6.8 | 1 – 12 | 13 |
| Keymer, Vincent | move 6.6 | 1 – 16 | 13 |
| Giri, Anish | move 6.6 | 1 – 13 | 13 |
| Bluebaum, Matthias | move 6.2 | 4 – 9 | 13 |
| Erdogmus, Yagiz Kaan | move 5.8 | 3 – 12 | 13 |
| Sindarov, Javokhir | move 5.4 | 2 – 18 | 13 |
| Nguyen, Thai Dai Van | move 5.4 | 1 – 10 | 13 |
| Van Foreest, Jorden | move 4.9 | 2 – 10 | 13 |
| Fedoseev, Vladimir | move 4.8 | 1 – 10 | 13 |
| Niemann, Hans Moke | move 3.4 | 1 – 7 | 13 |
| Abdusattorov, Nodirbek | move 3.3 | 1 – 10 | 13 |
| Aravindh, Chithambaram VR. | move 1.9 | 1 – 5 | 13 |
| Praggnanandhaa R | move 1.3 | 1 – 5 | 13 |
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 | 1m 15s 1 game | — | 1m 58s 7 games | 1m 7s 5 games | — |
| Aravindh, Chithambaram VR. | 1m 25s 1 game | 2m 4s 3 games |
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 |
|---|---|---|---|
| Erdogmus, Yagiz Kaan | 0 cp(324) | 0 cp(90) | 0 cp |
| Keymer, Vincent | +3 cp(303) | +4 cp(93) | +1 cp |
| Gukesh D | +2 cp(329) | +3 cp(121) | +1 cp |
| Abdusattorov, Nodirbek | +1 cp(338) | +3 cp(89) | +2 cp |
| Sindarov, Javokhir | 0 cp(386) | +2 cp(89) | +2 cp |
| Van Foreest, Jorden | 0 cp(310) | +2 cp(85) | +2 cp |
| Nguyen, Thai Dai Van | +1 cp(429) | +3 cp(105) | +2 cp |
| Bluebaum, Matthias | 0 cp(287) | +3 cp(81) | +3 cp |
| Erigaisi Arjun | +1 cp(380) | +4 cp(96) | +3 cp |
| Aravindh, Chithambaram VR. | +1 cp(450) | +6 cp(103) | +5 cp |
| Giri, Anish | 0 cp(318) | +5 cp(89) | +5 cp |
| Fedoseev, Vladimir | 0 cp(388) | +6 cp(102) | +6 cp |
| Praggnanandhaa R | 0 cp(405) | +6 cp(102) | +6 cp |
| Niemann, Hans Moke | 0 cp(344) | +8 cp(70) | +8 cp |
The moves where the player thought the most AND lost the most eval.
2m 30s 2 games |
1m 44s 5 games |
1m 45s 2 games |
| Bluebaum, Matthias | 1m 58s 2 games | — | 2m 21s 3 games | 1m 26s 6 games | 2m 19s 2 games |
| Erdogmus, Yagiz Kaan | 3m 55s 1 game | 4m 57s 3 games | 3m 59s 7 games | 2m 7s 2 games | — |
| Erigaisi Arjun | 2m 28s 3 games | 1m 46s 1 game | 2m 13s 3 games | 1m 57s 6 games | — |
| Fedoseev, Vladimir | — | — | 2m 13s 6 games | 2m 49s 4 games | 2m 52s 3 games |
| Giri, Anish | 2m 36s 3 games | 3m 54s 3 games | 2m 38s 2 games | 2m 23s 5 games | — |
| Gukesh D | 3m 27s 1 game | — | 2m 23s 6 games | 2m 35s 3 games | 2m 30s 3 games |
| Keymer, Vincent | 4m 7s 2 games | — | 1m 20s 5 games | 2m 38s 5 games | 4m 33s 1 game |
| Nguyen, Thai Dai Van | 2m 35s 2 games | — | 4m 2s 5 games | 3m 15s 4 games | 2m 39s 2 games |
| Niemann, Hans Moke | 2m 9s 3 games | 1m 30s 2 games | 1m 55s 7 games | 1m 18s 1 game | — |
| Praggnanandhaa R | 3m 44s 2 games | 2m 58s 2 games | 2 min 2 games | 2m 47s 7 games | — |
| Sindarov, Javokhir | 1m 49s 2 games | — | 2m 20s 3 games | 2m 34s 6 games | 2m 14s 2 games |
| Van Foreest, Jorden | 2m 1s 1 game | 59s 2 games | 3m 28s 4 games | 2m 29s 3 games | 1m 51s 3 games |