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 |
|---|---|---|---|
| Otero, Joseph | move 14.3 | 11 – 20 | 3 |
| Das, Aditeya | move 9.5 | 1 – 23 | 4 |
| Mullodzhanov, Nathaniel | move 8.8 | 3 – 18 | 4 |
| Kaczur, Florian | move 8.5 | 6 – 10 | 4 |
| Lu, Lucas | move 8.3 | 5 – 11 | 4 |
| Sasha Schaefer | move 8.3 | 8 – 9 | 3 |
| Daniel Wang | move 8.0 | 3 – 12 | 4 |
| Armaan C Jain | move 8.0 | 4 – 14 | 3 |
| Dixit, Arun | move 7.3 | 1 – 12 | 3 |
| Bonin, Jay | move 6.8 | 4 – 9 | 4 |
| Patay, Travis | move 6.0 | 1 – 9 | 4 |
| Kacheishvili, Giorgi | move 5.8 | 3 – 8 | 4 |
| Aepli, William | move 5.7 | 4 – 7 | 3 |
| Pressman, Leif | move 5.3 | 3 – 8 | 4 |
| Putnam, Liam | move 4.8 | 1 – 7 | 4 |
| Irina Krush | move 4.5 | 2 – 8 | 4 |
| Raitzin, Misha | move 4.3 | 1 – 8 | 3 |
| Williams, Justus | move 3.3 | 1 – 7 | 3 |
| Kudryavsky, Aaron | move 1.0 | 1 – 1 | 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 | 45s 1 game | 27s 1 game | — | 46s 1 game | — |
| Armaan C Jain | 24s 1 game | 10s 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 |
|---|---|---|---|
| Bonin, Jay | +9 cp(84) | -4 cp(3) | -13 cp |
The moves where the player thought the most AND lost the most eval.
| — |
| — |
| Bonin, Jay | 41s 3 games | — | 1m 13s 1 game | — | — |
| Daniel Wang | 39s 1 game | 36s 1 game | — | 52s 1 game | 25s 1 game |
| Das, Aditeya | — | 24s 4 games | — | — | — |
| Dixit, Arun | 1m 24s 1 game | 47s 2 games | — | — | — |
| Irina Krush | 54s 2 games | 41s 1 game | — | 1m 8s 1 game | — |
| Kacheishvili, Giorgi | 49s 4 games | — | — | — | — |
| Kaczur, Florian | — | 30s 2 games | — | 33s 2 games | — |
| Kudryavsky, Aaron | 1m 12s 1 game | — | — | 42s 1 game | 41s 1 game |
| Lu, Lucas | 25s 1 game | 25s 1 game | — | 57s 2 games | — |
| Mullodzhanov, Nathaniel | — | 50s 2 games | 11s 1 game | — | 39s 1 game |
| Otero, Joseph | 13s 1 game | 20s 2 games | — | — | — |
| Patay, Travis | 45s 3 games | 46s 1 game | — | — | — |
| Pressman, Leif | — | 41s 2 games | 28s 1 game | 49s 1 game | — |
| Putnam, Liam | — | 50s 2 games | 45s 1 game | — | 46s 1 game |
| Raitzin, Misha | — | 26s 2 games | 15s 1 game | — | — |
| Sasha Schaefer | — | 30s 3 games | — | — | — |
| Williams, Justus | 1 min 1 game | 46s 1 game | — | 56s 1 game | — |