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 |
|---|---|---|---|
| Larry Yang | move 8.0 | 8 – 8 | 1 |
| Panjwani, Raja | move 6.0 | 3 – 11 | 4 |
| Han, Johnathan | move 5.8 | 3 – 10 | 4 |
| Liang, Jason | move 5.3 | 4 – 7 | 7 |
| Plotkin, Mark | move 4.5 | 1 – 8 | 2 |
| Noritsyn, Nikolay | move 3.5 | 2 – 7 | 8 |
| Sai Krishna Gottipati | move 3.3 | 1 – 6 | 3 |
| Cummings, David H. | move 3.0 | 3 – 3 | 1 |
| Atanasov, Anthony | move 2.7 | 1 – 8 | 6 |
| Kantans, Toms | move 2.6 | 1 – 5 | 9 |
| Song, Edward | move 2.0 | 1 – 4 | 3 |
| Sheng, Joshua | move 2.0 | 1 – 5 | 7 |
| Posthuma, Joshua | move 1.8 | 1 – 5 | 5 |
| Golubka, Petro | move 1.2 | 1 – 2 | 6 |
| Khaledi, Omid | move 1.0 | 1 – 1 | 2 |
| Fedorowicz, John | move 1.0 | 1 – 1 | 2 |
| Perez Rodriguez, Luis Manuel | move 1.0 | 1 – 1 | 1 |
| Preotu, Razvan | move 1.0 | 1 – 1 | 7 |
| Chen, Yidong | 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 |
|---|---|---|---|---|---|
| Atanasov, Anthony | 2m 13s 1 game | 4m 12s 1 game | 5m 58s 1 game | 2m 52s 1 game | 1m 54s 2 games |
| Chen, Yidong | — |
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 |
|---|---|---|---|
| Plotkin, Mark | +3 cp(20) | 0 cp(5) | -3 cp |
| Song, Edward | +5 cp(44) | +3 cp(6) | -2 cp |
| Noritsyn, Nikolay | +3 cp(102) | +4 cp(34) | +1 cp |
| Perez Rodriguez, Luis Manuel | +1 cp(12) | +2 cp(7) | +1 cp |
| Sai Krishna Gottipati | +2 cp(111) | +3 cp(21) | +1 cp |
| Panjwani, Raja | +2 cp(89) | +6 cp(22) | +4 cp |
| Cummings, David H. | +8 cp(21) | +13 cp(6) | +5 cp |
| Atanasov, Anthony | 0 cp(147) | +5 cp(29) | +5 cp |
| Kantans, Toms | +2 cp(181) | +8 cp(48) | +6 cp |
| Golubka, Petro | 0 cp(156) | +7 cp(14) | +7 cp |
| Sheng, Joshua | +3 cp(119) | +12 cp(20) | +9 cp |
| Posthuma, Joshua | +2 cp(44) | +11 cp(11) | +9 cp |
| Preotu, Razvan | +3 cp(117) | +13 cp(22) | +10 cp |
| Liang, Jason | 0 cp(122) | +10 cp(15) | +10 cp |
| Han, Johnathan | +3 cp(39) | +13 cp(18) | +10 cp |
| Chen, Yidong | 0 cp(18) | +46 cp(6) | +47 cp |
The moves where the player thought the most AND lost the most eval.
| — |
| — |
| — |
| Cummings, David H. | — | — | 3m 18s 1 game | — | — |
| Fedorowicz, John | — | 1m 42s 2 games | — | — | — |
| Golubka, Petro | 41s 1 game | — | 1m 39s 3 games | 1m 38s 1 game | 2m 30s 1 game |
| Han, Johnathan | — | 2m 38s 3 games | 3m 22s 1 game | — | — |
| Kantans, Toms | 1m 34s 1 game | 2m 52s 6 games | 3m 38s 1 game | — | 3m 24s 1 game |
| Khaledi, Omid | — | 1m 6s 2 games | — | — | — |
| Larry Yang | — | 3m 19s 1 game | — | — | — |
| Liang, Jason | — | 1m 25s 4 games | 2m 38s 2 games | 1m 28s 1 game | — |
| Noritsyn, Nikolay | 2m 22s 2 games | 2m 44s 1 game | 2m 55s 5 games | — | — |
| Panjwani, Raja | — | 2m 30s 1 game | 2m 47s 1 game | 4m 20s 1 game | 4m 33s 1 game |
| Perez Rodriguez, Luis Manuel | — | — | 3m 58s 1 game | — | — |
| Plotkin, Mark | — | 1m 25s 1 game | — | — | 2m 29s 1 game |
| Posthuma, Joshua | — | 3m 29s 4 games | — | 3m 3s 1 game | — |
| Preotu, Razvan | 1m 18s 2 games | 1m 53s 4 games | 4m 12s 1 game | 3m 41s 1 game | — |
| Sai Krishna Gottipati | — | 3m 58s 1 game | 2m 39s 2 games | — | — |
| Sheng, Joshua | 1m 31s 2 games | 2m 34s 2 games | 1m 40s 3 games | — | — |
| Song, Edward | — | 1m 29s 1 game | — | 1m 29s 2 games | — |