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 |
|---|---|---|---|
| Ayyappan, Santhosh | move 12.0 | 12 – 12 | 1 |
| Dlugy, Maxim | move 9.5 | 3 – 15 | 4 |
| Zeltsan, Joseph | move 8.3 | 5 – 13 | 3 |
| Morris-Suzuki, Alan H | move 7.5 | 1 – 14 | 2 |
| Jacobson, Aaron | move 6.5 | 2 – 15 | 4 |
| Tang, Andrew | move 6.3 | 1 – 12 | 4 |
| Meduri, Aakaash | move 6.0 | 6 – 6 | 1 |
| Shangin, Lev | move 6.0 | 5 – 7 | 2 |
| Bahadur Hodzhamkulyyev | move 6.0 | 6 – 6 | 1 |
| Das, Aditeya | move 5.5 | 5 – 6 | 2 |
| Paragua, Dominic Nathan | move 4.0 | 4 – 4 | 1 |
| Sarkar, Justin | move 4.0 | 1 – 7 | 2 |
| Uminer, Moshe | move 4.0 | 4 – 4 | 1 |
| Putnam, Liam | move 3.8 | 3 – 5 | 4 |
| Dong, Kyle Qiyu | move 3.0 | 3 – 3 | 1 |
| Weisz, Bryan | move 3.0 | 1 – 5 | 2 |
| Abdullayev, Shami | move 2.5 | 1 – 4 | 2 |
| Megan Paragua | move 1.0 | 1 – 1 | 1 |
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 |
|---|---|---|---|---|---|
| Abdullayev, Shami | — | 1 min 1 game | 1m 29s 1 game | — | — |
| Ayyappan, Santhosh | — | 11s 1 game | — | — | — |
| Bahadur Hodzhamkulyyev |
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 |
|---|---|---|---|
| Tang, Andrew | +5 cp(130) | +1 cp(3) | -4 cp |
The moves where the player thought the most AND lost the most eval.
| — |
| — |
| — |
| — |
| Das, Aditeya | 37s 1 game | — | — | 21s 1 game | — |
| Dlugy, Maxim | 16s 1 game | 19s 1 game | — | 20s 2 games | — |
| Dong, Kyle Qiyu | — | 1m 23s 1 game | — | — | — |
| Jacobson, Aaron | 46s 2 games | 12s 1 game | — | 52s 1 game | — |
| Meduri, Aakaash | — | — | — | — | 35s 1 game |
| Megan Paragua | — | 41s 1 game | — | — | — |
| Morris-Suzuki, Alan H | 25s 2 games | — | — | — | — |
| Paragua, Dominic Nathan | — | 53s 1 game | — | — | — |
| Putnam, Liam | 53s 1 game | — | 49s 2 games | — | 36s 1 game |
| Sarkar, Justin | — | — | — | 36s 1 game | 1m 1s 1 game |
| Shangin, Lev | — | 1m 8s 1 game | — | 45s 1 game | — |
| Tang, Andrew | — | — | 22s 1 game | 39s 2 games | 22s 1 game |
| Uminer, Moshe | — | — | 44s 1 game | — | — |
| Weisz, Bryan | 39s 1 game | — | 17s 1 game | — | — |
| Zeltsan, Joseph | 1m 16s 1 game | 52s 2 games | — | — | — |