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 |
|---|---|---|---|
| Ozcan, Kaan | move 36.0 | 36 – 36 | 1 |
| Kodihalli, Kaustubh | move 31.0 | 31 – 31 | 1 |
| Atabayev, Saparmyrat | move 27.8 | 16 – 49 | 4 |
| Harshavardhan G B | move 27.4 | 11 – 70 | 5 |
| Hayrapetyan, Edgar |
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 |
|---|---|---|---|---|---|
| Aaradhya Das | 9s 2 games | 14s 2 games | — | 5s 1 game | — |
| Abreu, Guilherme Correa | 5s 1 game | 18s 3 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 |
|---|
The moves where the player thought the most AND lost the most eval.
| 15 – 28 |
| 3 |
| Lai, Duc Minh | move 22.6 | 15 – 42 | 7 |
| Fichter, Fabian | move 22.0 | 19 – 25 | 2 |
| Fiol, Fabrice | move 21.9 | 18 – 27 | 8 |
| Jimenez Salas, Maria Teresa | move 21.4 | 13 – 28 | 8 |
| Zoar Haque, Prodhan | move 21.3 | 19 – 23 | 3 |
| De Silva, L M S T | move 20.7 | 11 – 37 | 3 |
| Banh Gia Huy | move 20.7 | 12 – 29 | 9 |
| Khamdamova, Afruza | move 20.6 | 14 – 29 | 7 |
| Ebrahimi Herab, Hamidreza | move 20.6 | 10 – 46 | 5 |
| Agibileg, Uurtsaikh | move 20.0 | 10 – 25 | 4 |
| Rian, Kapriaga | move 19.8 | 10 – 37 | 6 |
| Sklokin, Sergey | move 19.8 | 11 – 39 | 8 |
| Baradaran Tamadon, Arian | move 19.5 | 15 – 32 | 4 |
| Tologon tegin, Semetei | move 19.3 | 1 – 31 | 4 |
| Ardila, Oscar Humberto | move 19.1 | 8 – 28 | 8 |
| Loiseau, Quentin | move 18.8 | 2 – 49 | 5 |
| Casiguran, Phil Martin | move 18.6 | 5 – 29 | 7 |
| Oksendal, Martin | move 18.5 | 15 – 24 | 6 |
| Namitbir Singh Walia | move 18.4 | 1 – 41 | 9 |
| Guzman, Christopher | move 18.3 | 1 – 40 | 4 |
| Arakelyan, Manvel | move 17.7 | 12 – 21 | 3 |
| Kjaergaard-Jensen, Jesper | move 17.7 | 10 – 26 | 9 |
| Flynn, Jacob | move 17.5 | 14 – 21 | 2 |
| Saydaliev, Saidakbar | move 17.5 | 8 – 31 | 8 |
| Toktomushev, Teimur | move 17.3 | 12 – 25 | 9 |
| Fedorov, Artem Alek | move 17.2 | 11 – 22 | 5 |
| Piliposyan, Robert | move 16.9 | 10 – 21 | 9 |
| Samadov, Read | move 16.7 | 11 – 21 | 9 |
| Manukian, Artak | move 16.6 | 7 – 25 | 8 |
| Sreyas Payyappat | move 16.6 | 13 – 22 | 5 |
| Tsaruk, Maksim | move 16.6 | 1 – 30 | 8 |
| Martinez Reyes, Pedro Ramon | move 16.6 | 5 – 25 | 7 |
| Kilic, Eray | move 16.4 | 1 – 23 | 8 |
| Ashraf, Artin | move 16.3 | 11 – 21 | 6 |
| Senthilkumar, Pranav | move 16.3 | 11 – 20 | 6 |
| Hulka, Valentyn | move 16.1 | 10 – 25 | 9 |
| Weidenhoefer, Max | move 16.0 | 15 – 17 | 3 |
| Iskusnyh, Sergei | move 16.0 | 16 – 16 | 1 |
| Nazari, Arad | move 15.9 | 9 – 30 | 7 |
| Jai Sankar Subramanian | move 15.9 | 12 – 27 | 7 |
| Navalgund, Niranjan | move 15.8 | 9 – 22 | 4 |
| Herrera, Juan Sebastian | move 15.8 | 13 – 18 | 5 |
| Zhauynbay Aldiyar | move 15.7 | 5 – 21 | 9 |
| Ferey, Antonin | move 15.7 | 11 – 25 | 6 |
| Fiorito, Joaquin | move 15.6 | 8 – 28 | 9 |
| Nitish Belurkar | move 15.6 | 14 – 17 | 7 |
| Danylenko, Dmytro | move 15.5 | 9 – 25 | 8 |
| Sheehan, Ethan | move 15.5 | 1 – 28 | 8 |
| Winkels, Marcel | move 15.5 | 7 – 26 | 8 |
| Skliarov, Viktor | move 15.4 | 11 – 25 | 9 |
| Tran, Vo Quoc Bao | move 15.3 | 1 – 40 | 6 |
| Kejzar, Petra | move 15.0 | 15 – 15 | 1 |
| Do Carmo, Gabriel Carckeno | move 15.0 | 12 – 18 | 2 |
| Suyarov, Mukhammadzokhid | move 15.0 | 8 – 24 | 7 |
| Bazan Romero, Octavio Aaron | move 14.9 | 6 – 28 | 7 |
| Materia, Marco | move 14.7 | 10 – 21 | 9 |
| Aaradhya Das | move 14.4 | 11 – 19 | 5 |
| Srihari L R | move 14.2 | 1 – 20 | 9 |
| Dubnevych, Maksym | move 13.9 | 1 – 35 | 8 |
| Yildiz, Serdar Murat | move 13.8 | 10 – 18 | 8 |
| Ahmad, Khagan | move 13.8 | 9 – 18 | 8 |
| Vakhlamov, Igor L. | move 13.7 | 1 – 24 | 6 |
| Rakhmatullaev, Almas | move 13.7 | 3 – 31 | 9 |
| Malek, Jan | move 13.5 | 10 – 20 | 4 |
| Li, Xueyi | move 13.5 | 12 – 15 | 2 |
| Etienne, Angelo | move 13.5 | 1 – 19 | 4 |
| George, Kevin | move 13.4 | 1 – 24 | 8 |
| Tavernier, Loris | move 13.4 | 1 – 19 | 7 |
| Tillyaev, Ulugbek | move 13.3 | 1 – 23 | 9 |
| Safin Safarullakhan | move 13.3 | 1 – 25 | 8 |
| Wyss, Jonas | move 13.2 | 7 – 21 | 9 |
| Rodriguez Lopez, Andres Camilo | move 13.0 | 7 – 19 | 2 |
| Abreu, Guilherme Correa | move 13.0 | 1 – 23 | 7 |
| Rosh Jain | move 12.8 | 1 – 20 | 4 |
| Gutierrez Olivares, Daniel | move 12.8 | 10 – 16 | 4 |
| Toman, Ondrej | move 12.6 | 5 – 19 | 5 |
| Yuan, Qingyu | move 12.6 | 9 – 18 | 5 |
| Weishaeutel, Moritz | move 12.6 | 7 – 16 | 5 |
| Jalving, August | move 12.5 | 12 – 13 | 2 |
| Nazario, Marc Christian | move 12.3 | 8 – 16 | 9 |
| Osinovsky, Stepan | move 12.3 | 8 – 17 | 3 |
| Hamza Nisar Dar | move 12.3 | 9 – 20 | 6 |
| Bendayan Claros, Aaron | move 12.3 | 6 – 17 | 4 |
| Vlassov, Nikolai | move 12.1 | 1 – 25 | 7 |
| Harish, Neeraj | move 12.0 | 4 – 25 | 9 |
| Jain Kashish Manoj | move 11.6 | 3 – 19 | 8 |
| Wafa, Hamed | move 11.1 | 4 – 16 | 8 |
| Stribuk, Artiom | move 11.0 | 5 – 15 | 8 |
| Shubhi Gupta | move 10.8 | 3 – 18 | 6 |
| Stalmach, Richard | move 10.7 | 9 – 14 | 3 |
| Matveeva, Olga | move 10.7 | 9 – 12 | 3 |
| Sydoryka, Vladyslav | move 10.0 | 7 – 13 | 2 |
| Hartikainen, Jarmo | move 9.8 | 8 – 11 | 4 |
| Dilanyan, Grigor | move 9.4 | 4 – 14 | 7 |
| Kodithuwakku, K K Dinujaya | move 9.3 | 6 – 15 | 3 |
| Mayaud, Raphael | move 9.1 | 1 – 25 | 8 |
| Melaugh, Shane | move 9.0 | 9 – 9 | 1 |
| Berezin, Viktor | move 9.0 | 1 – 13 | 4 |
| Li, Yilin | move 9.0 | 4 – 16 | 7 |
| Buksa, Nataliya | move 8.0 | 1 – 15 | 2 |
| Nicula, Marius | move 7.5 | 1 – 14 | 4 |
| Williams, Justus | move 7.2 | 2 – 14 | 6 |
| Alexakis, Dimitris | move 5.8 | 1 – 12 | 6 |
| Amer Karim | move 5.6 | 1 – 15 | 5 |
| Leiva, Gianmarco | move 5.0 | 1 – 13 | 7 |
| Lozano, Arvie | move 5.0 | 1 – 9 | 2 |
| Parsons, Justin | move 4.5 | 1 – 8 | 2 |
| Purtseladze, Maka | move 1.0 | 1 – 1 | 1 |
| Selbes, Tamer Tarik | move 1.0 | 1 – 1 | 1 |
12s 3 games |
5s 1 game |
| Agibileg, Uurtsaikh | 3s 1 game | 9s 1 game | — | 3s 2 games | — |
| Ahmad, Khagan | 8s 1 game | 7s 3 games | 6s 2 games | 3s 1 game | 5s 2 games |
| Alexakis, Dimitris | — | 15s 5 games | 10s 1 game | — | — |
| Amer Karim | — | 23s 1 game | — | 11s 4 games | — |
| Arakelyan, Manvel | — | 8s 2 games | 2s 1 game | — | — |
| Ardila, Oscar Humberto | 5s 3 games | — | 7s 2 games | 8s 2 games | 2s 1 game |
| Ashraf, Artin | 10s 3 games | — | 7s 1 game | 7s 2 games | — |
| Atabayev, Saparmyrat | — | 3s 5 games | 4s 3 games | — | 3s 1 game |
| Banh Gia Huy | 6s 2 games | 3s 1 game | 6s 4 games | 3s 1 game | 5s 1 game |
| Baradaran Tamadon, Arian | 5s 3 games | — | — | — | 7s 1 game |
| Bazan Romero, Octavio Aaron | 5s 1 game | 10s 3 games | — | 12s 4 games | — |
| Bendayan Claros, Aaron | — | 1s 1 game | — | 13s 3 games | — |
| Berezin, Viktor | — | 12s 2 games | 16s 1 game | 11s 1 game | — |
| Buksa, Nataliya | 4s 1 game | 12s 1 game | — | 5s 2 games | — |
| Casiguran, Phil Martin | 10s 2 games | 6s 5 games | — | — | 3s 1 game |
| Danylenko, Dmytro | 13s 1 game | 8s 6 games | 3s 2 games | — | — |
| De Silva, L M S T | 8s 1 game | — | 6s 2 games | — | — |
| Dilanyan, Grigor | 10s 3 games | — | 11s 3 games | 14s 2 games | 12s 1 game |
| Do Carmo, Gabriel Carckeno | — | — | 5s 2 games | 5s 1 game | — |
| Dubnevych, Maksym | 9s 5 games | 6s 2 games | 10s 1 game | 3s 1 game | — |
| Ebrahimi Herab, Hamidreza | — | 5s 3 games | — | 4s 2 games | — |
| Etienne, Angelo | 13s 1 game | 3s 3 games | — | 4s 1 game | — |
| Fedorov, Artem Alek | — | 9s 3 games | 5s 1 game | 3s 2 games | — |
| Ferey, Antonin | 10s 2 games | 10s 1 game | — | 9s 1 game | 8s 2 games |
| Fichter, Fabian | 7s 2 games | — | — | — | — |
| Fiol, Fabrice | 6s 3 games | 6s 3 games | 4s 3 games | — | — |
| Fiorito, Joaquin | 8s 1 game | 5s 3 games | 7s 4 games | 15s 1 game | — |
| Flynn, Jacob | — | — | 3s 1 game | — | 7s 1 game |
| George, Kevin | 9s 1 game | 6s 5 games | 11s 2 games | — | — |
| Gutierrez Olivares, Daniel | 13s 2 games | — | 8s 2 games | — | — |
| Guzman, Christopher | — | 5s 2 games | — | 5s 1 game | 21s 1 game |
| Hamza Nisar Dar | — | — | 13s 3 games | 8s 3 games | — |
| Harish, Neeraj | 11s 3 games | 12s 2 games | — | 9s 4 games | — |
| Harshavardhan G B | 6s 2 games | 4s 1 game | 5s 2 games | 2s 1 game | 3s 1 game |
| Hartikainen, Jarmo | — | 14s 2 games | 16s 2 games | — | — |
| Hayrapetyan, Edgar | 8s 1 game | 2s 2 games | 6s 2 games | — | — |
| Herrera, Juan Sebastian | — | 4s 4 games | — | 5s 2 games | — |
| Hulka, Valentyn | 6s 2 games | 5s 4 games | — | 6s 2 games | 5s 1 game |
| Iskusnyh, Sergei | — | — | — | 9s 1 game | — |
| Jai Sankar Subramanian | 9s 5 games | 5s 2 games | — | — | — |
| Jain Kashish Manoj | 21s 1 game | 12s 4 games | 10s 1 game | 8s 2 games | — |
| Jalving, August | — | — | 12s 1 game | — | 12s 1 game |
| Jimenez Salas, Maria Teresa | 3s 1 game | 3s 6 games | 6s 1 game | 5s 1 game | — |
| Kejzar, Petra | 14s 1 game | — | — | — | — |
| Khamdamova, Afruza | — | 4s 4 games | 3s 2 games | 5s 2 games | — |
| Kilic, Eray | 7s 2 games | 6s 3 games | 5s 2 games | 7s 2 games | — |
| Kjaergaard-Jensen, Jesper | 8s 4 games | 8s 2 games | — | 7s 3 games | — |
| Kodihalli, Kaustubh | — | 3s 1 game | — | — | — |
| Kodithuwakku, K K Dinujaya | — | 18s 1 game | 9s 1 game | 18s 1 game | — |
| Lai, Duc Minh | 4s 5 games | — | 5s 3 games | 3s 1 game | — |
| Leiva, Gianmarco | — | 16s 2 games | 15s 3 games | — | 9s 2 games |
| Li, Xueyi | — | 6s 1 game | — | 16s 1 game | — |
| Li, Yilin | — | 16s 4 games | — | 14s 3 games | — |
| Loiseau, Quentin | 5s 2 games | 10s 1 game | — | 12s 2 games | — |
| Lozano, Arvie | — | 18s 1 game | 13s 1 game | — | — |
| Malek, Jan | 9s 2 games | — | 12s 1 game | — | 20s 1 game |
| Manukian, Artak | 9s 1 game | 5s 7 games | 5s 1 game | — | — |
| Martinez Reyes, Pedro Ramon | 10s 3 games | 4s 4 games | 4s 1 game | — | — |
| Materia, Marco | 10s 3 games | 9s 2 games | — | 6s 4 games | — |
| Matveeva, Olga | — | — | — | 9s 2 games | 12s 1 game |
| Mayaud, Raphael | 10s 1 game | 14s 5 games | — | 7s 1 game | 7s 1 game |
| Melaugh, Shane | 8s 1 game | — | — | — | — |
| Namitbir Singh Walia | 4s 1 game | 7s 4 games | 6s 4 games | — | — |
| Navalgund, Niranjan | 2s 1 game | — | — | 3s 1 game | 10s 2 games |
| Nazari, Arad | 9s 1 game | 6s 5 games | 17s 1 game | — | 14s 1 game |
| Nazario, Marc Christian | 11s 2 games | 7s 4 games | 12s 3 games | — | — |
| Nicula, Marius | 26s 1 game | 14s 2 games | 24s 1 game | — | — |
| Nitish Belurkar | 5s 4 games | 5s 2 games | — | 2s 1 game | — |
| Oksendal, Martin | 3s 2 games | 3s 3 games | 7s 1 game | 5s 1 game | — |
| Osinovsky, Stepan | — | 9s 1 game | 4s 1 game | — | 10s 1 game |
| Ozcan, Kaan | — | — | — | — | 2s 1 game |
| Parsons, Justin | 11s 2 games | — | — | — | — |
| Piliposyan, Robert | — | — | 6s 3 games | 7s 5 games | 3s 1 game |
| Purtseladze, Maka | — | 31s 1 game | — | — | — |
| Rakhmatullaev, Almas | — | 7s 5 games | 1s 1 game | 7s 3 games | — |
| Rian, Kapriaga | 6s 4 games | 4s 1 game | — | 6s 1 game | 4s 2 games |
| Rodriguez Lopez, Andres Camilo | — | 5s 1 game | 10s 1 game | — | — |
| Rosh Jain | 11s 1 game | — | 7s 3 games | — | — |
| Safin Safarullakhan | 8s 3 games | 10s 4 games | — | 6s 1 game | — |
| Samadov, Read | — | 5s 4 games | — | 5s 4 games | 3s 1 game |
| Saydaliev, Saidakbar | 7s 4 games | 5s 2 games | 8s 2 games | — | 8s 1 game |
| Selbes, Tamer Tarik | — | — | 25s 1 game | — | — |
| Senthilkumar, Pranav | 5s 1 game | 7s 3 games | — | 4s 2 games | 18s 1 game |
| Sheehan, Ethan | — | 18s 1 game | 7s 5 games | 11s 3 games | — |
| Shubhi Gupta | 8s 2 games | — | 19s 2 games | 9s 2 games | 3s 1 game |
| Skliarov, Viktor | — | 7s 5 games | 9s 3 games | — | 4s 1 game |
| Sklokin, Sergey | 4s 4 games | 9s 2 games | — | 7s 2 games | 3s 1 game |
| Sreyas Payyappat | 7s 1 game | 8s 3 games | 7s 2 games | — | — |
| Srihari L R | 6s 4 games | 4s 1 game | 8s 2 games | 10s 1 game | 9s 1 game |
| Stalmach, Richard | — | 8s 1 game | — | 17s 2 games | — |
| Stribuk, Artiom | 13s 5 games | 9s 2 games | — | 22s 1 game | — |
| Suyarov, Mukhammadzokhid | 9s 3 games | 5s 2 games | 5s 3 games | 8s 1 game | — |
| Sydoryka, Vladyslav | 15s 1 game | — | — | 25s 1 game | — |
| Tavernier, Loris | — | 5s 4 games | 13s 2 games | 5s 1 game | — |
| Tillyaev, Ulugbek | 9s 1 game | 9s 6 games | 7s 2 games | — | — |
| Toktomushev, Teimur | — | 3s 3 games | — | 6s 3 games | 8s 3 games |
| Tologon tegin, Semetei | 6s 1 game | 23s 1 game | 6s 1 game | 5s 1 game | — |
| Toman, Ondrej | 8s 2 games | 12s 2 games | — | 11s 1 game | — |
| Torosyan, Volodya | — | — | 2s 1 game | — | — |
| Tran, Vo Quoc Bao | 2s 2 games | 3s 4 games | 10s 2 games | — | 9s 1 game |
| Tsaruk, Maksim | 11s 2 games | 3s 2 games | 3s 4 games | 17s 1 game | — |
| Vakhlamov, Igor L. | — | 4s 2 games | 9s 2 games | 10s 2 games | — |
| Vlassov, Nikolai | 9s 1 game | 11s 6 games | — | — | — |
| Wafa, Hamed | 5s 1 game | 12s 6 games | — | — | 10s 2 games |
| Weidenhoefer, Max | 5s 1 game | — | 9s 3 games | — | — |
| Weishaeutel, Moritz | 8s 1 game | 4s 1 game | 11s 2 games | 20s 1 game | — |
| Williams, Justus | 8s 2 games | 14s 3 games | — | 8s 1 game | — |
| Winkels, Marcel | 8s 3 games | 6s 4 games | — | 9s 2 games | — |
| Wyss, Jonas | — | 10s 7 games | — | 18s 2 games | — |
| Yildiz, Serdar Murat | — | 8s 6 games | 11s 2 games | — | — |
| Yuan, Qingyu | — | 9s 4 games | 17s 1 game | — | — |
| Zhauynbay Aldiyar | 10s 2 games | 8s 2 games | 7s 2 games | 10s 1 game | 4s 2 games |
| Zoar Haque, Prodhan | — | 5s 1 game | 4s 2 games | — | — |