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 |
|---|---|---|---|
| Ulloa Centeno, Luis Manuel | move 12.0 | 10 – 14 | 2 |
| Ulloa Centeno, Leandro Nicolas | move 10.3 | 8 – 12 | 3 |
| Das, Aditeya | move 10.0 | 1 – 14 | 4 |
| Mullodzhanov, Nathaniel | move 8.3 | 6 – 12 | 4 |
| Miyasaka, Marcus | move 8.0 | 6 – 11 | 3 |
| Lu, Lucas | move 8.0 | 4 – 11 | 3 |
| Kang, Dylan Taewoong | move 7.0 | 7 – 7 | 2 |
| Kevin James Hass | move 7.0 | 7 – 7 | 1 |
| Putnam, Liam | move 6.7 | 1 – 13 | 3 |
| Paruchuri, Naveen | move 5.5 | 5 – 6 | 2 |
| Alec Hyunmook Choi | move 5.3 | 4 – 7 | 3 |
| Aepli, William | move 3.0 | 3 – 3 | 1 |
| Dixit, Arun | move 3.0 | 1 – 7 | 3 |
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 |
|---|---|---|---|---|---|
| Aepli, William | — | — | 30s 1 game | — | — |
| Alec Hyunmook Choi | — | 17s 1 game | 52s 1 game | 19s 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.
| Das, Aditeya | — | 15s 3 games | 57s 1 game | — | — |
| Dixit, Arun | 57s 1 game | — | 29s 1 game | 51s 1 game | — |
| Kang, Dylan Taewoong | 10s 1 game | 30s 1 game | — | 30s 1 game | — |
| Kevin James Hass | — | 21s 1 game | — | — | — |
| Lu, Lucas | — | 33s 2 games | — | 51s 1 game | — |
| Miyasaka, Marcus | 17s 2 games | — | 1m 13s 1 game | — | 24s 1 game |
| Mullodzhanov, Nathaniel | — | 30s 3 games | — | — | 51s 1 game |
| Paruchuri, Naveen | 48s 1 game | — | — | 26s 1 game | — |
| Putnam, Liam | — | 20s 1 game | 57s 1 game | 1m 1s 1 game | — |
| Ulloa Centeno, Leandro Nicolas | — | 22s 2 games | 38s 1 game | — | — |
| Ulloa Centeno, Luis Manuel | 34s 1 game | — | 21s 1 game | — | — |