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 |
|---|---|---|---|
| Kumaran, Ashwiniy | move 8.1 | 3 – 11 | 8 |
| Nithyalakshmi, Sivanesan | move 6.6 | 3 – 12 | 8 |
| Mohd Afif, Ainul Mardhiah | move 6.4 | 4 – 10 | 8 |
| Abd Aziz, A Dira A Ddawiyah | move 6.0 | 3 – 8 | 8 |
| Chua, Jia-Tien | move 5.1 | 1 – 10 | 8 |
| Tan, Li Ting | move 5.0 | 2 – 8 | 8 |
| Mohd Tarmizi, Nur Uzma Bazilah | move 3.1 | 1 – 5 | 8 |
| Azhar, Puteri Rifqah Fahada | move 3.0 | 1 – 6 | 8 |
| Ainul Fikri, Aqilah Husna | move 1.9 | 1 – 4 | 8 |
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 |
|---|---|---|---|---|---|
| Abd Aziz, A Dira A Ddawiyah | 3m 13s 1 game | 2m 12s 3 games | — | 2m 3s 1 game | 1m 1s 3 games |
| Ainul Fikri, Aqilah Husna | — | 2m 27s 7 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 |
|---|---|---|---|
| Chua, Jia-Tien | +1 cp(141) | +6 cp(30) | +5 cp |
| Azhar, Puteri Rifqah Fahada | +5 cp(63) | +11 cp(27) | +6 cp |
| Tan, Li Ting | +4 cp(111) | +11 cp(25) | +7 cp |
| Nithyalakshmi, Sivanesan | +2 cp(88) | +11 cp(33) | +9 cp |
| Abd Aziz, A Dira A Ddawiyah | +4 cp(110) | +14 cp(17) | +10 cp |
| Mohd Afif, Ainul Mardhiah | +6 cp(115) | +16 cp(36) | +10 cp |
| Kumaran, Ashwiniy | +9 cp(98) | +23 cp(17) | +14 cp |
| Mohd Tarmizi, Nur Uzma Bazilah | +5 cp(48) | +21 cp(21) | +17 cp |
| Ainul Fikri, Aqilah Husna | +7 cp(63) | +26 cp(20) | +19 cp |
The moves where the player thought the most AND lost the most eval.
| — |
2m 5s 1 game |
| — |
| Azhar, Puteri Rifqah Fahada | 2m 57s 2 games | 2m 33s 4 games | — | 2m 6s 2 games | — |
| Chua, Jia-Tien | — | 4m 2s 6 games | — | 2m 17s 2 games | — |
| Kumaran, Ashwiniy | 2 min 1 game | 2m 29s 5 games | 57s 1 game | — | 2m 20s 1 game |
| Mohd Afif, Ainul Mardhiah | 2m 45s 4 games | 3m 14s 3 games | — | — | 2m 16s 1 game |
| Mohd Tarmizi, Nur Uzma Bazilah | — | 3m 31s 6 games | — | 3m 14s 1 game | 1m 22s 1 game |
| Nithyalakshmi, Sivanesan | 2m 18s 1 game | 2m 14s 6 games | — | 4m 13s 1 game | — |
| Tan, Li Ting | 6m 47s 1 game | — | 2m 55s 1 game | 2m 22s 6 games | — |