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 |
|---|---|---|---|
| Mayank Chakraborty | move 10.4 | 6 – 13 | 9 |
| Khamdamova, Afruza | move 9.4 | 6 – 14 | 9 |
| Narayanan S L | move 9.4 | 7 – 13 | 9 |
| Tahbaz, Arash | move 8.4 | 2 – 17 | 9 |
| Munguntuul, Batkhuyag |
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 |
|---|---|---|---|---|---|
| Abdilkhair, Abilmansur | 2m 59s 3 games | 2m 54s 4 games | 1m 14s 1 game | — | — |
| Agibileg, Uurtsaikh | 2m 13s 1 game | 2m 45s 2 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 |
|---|---|---|---|
| Tahbaz, Arash | +4 cp(275) | +2 cp(57) | -2 cp |
| Sriram Adarsh Uppala | +6 cp(227) | +5 cp(53) | -1 cp |
| Pingin, Artem | +4 cp(212) | +3 cp(52) | -1 cp |
| Nurman, Alua | +4 cp(184) | +3 cp(57) | -1 cp |
| Ilamparthi A R | +4 cp(223) | +4 cp(61) | 0 cp |
| Gan-Erdene, Sugar | +3 cp(240) | +3 cp(48) | 0 cp |
| Demchenko, Anton | +3 cp(170) | +4 cp(65) | +1 cp |
| Agmanov, Zhandos | +3 cp(190) | +3 cp(55) | +1 cp |
| Sultanbek, Zeinep | +3 cp(144) | +4 cp(37) | +1 cp |
| Naiditsch, Arkadij | +4 cp(228) | +6 cp(56) | +2 cp |
| Lalit Babu M R | +5 cp(214) | +6 cp(50) | +2 cp |
| Urazayev, Arystanbek | +3 cp(252) | +5 cp(64) | +2 cp |
| Balabayeva, Xeniya | +3 cp(203) | +5 cp(67) | +2 cp |
| Bilguun, Sumiya | +5 cp(237) | +7 cp(59) | +2 cp |
| Sapenov, Daniyal | +2 cp(206) | +4 cp(52) | +2 cp |
| Ayush Sharma | +3 cp(212) | +6 cp(63) | +3 cp |
| Makhnev, Denis | 0 cp(231) | +3 cp(44) | +3 cp |
| Pantsulaia, Levan | +3 cp(211) | +6 cp(42) | +3 cp |
| Uskov, Artem | +1 cp(192) | +4 cp(46) | +3 cp |
| Nurgaliyeva, Zarina | +2 cp(157) | +5 cp(45) | +3 cp |
| Suleimen, Ergali | 0 cp(256) | +3 cp(51) | +3 cp |
| Narayanan S L | +1 cp(249) | +5 cp(60) | +4 cp |
| Vaz, Ethan | +5 cp(229) | +9 cp(55) | +4 cp |
| Bocharov, Dmitry | +4 cp(163) | +8 cp(53) | +4 cp |
| Goganov, Aleksey | +2 cp(237) | +6 cp(46) | +4 cp |
| Agibileg, Uurtsaikh | 0 cp(242) | +4 cp(41) | +4 cp |
| Suleymenov, Alisher | +2 cp(169) | +6 cp(37) | +4 cp |
| Akhmedinov, Satbek | +3 cp(251) | +7 cp(51) | +4 cp |
| Chinguun, Sumiya | +2 cp(226) | +7 cp(47) | +5 cp |
| Sahib Singh | 0 cp(234) | +5 cp(63) | +5 cp |
| Rohith Krishna S | +2 cp(224) | +7 cp(62) | +5 cp |
| Isanzhulov, Arystan | +1 cp(253) | +6 cp(44) | +5 cp |
| Khamdamova, Afruza | 0 cp(287) | +5 cp(64) | +5 cp |
| Stribuk, Artiom | +2 cp(319) | +7 cp(51) | +5 cp |
| Kamalidenova, Meruert | +3 cp(173) | +8 cp(31) | +5 cp |
| Rapport, Richard | 0 cp(269) | +6 cp(56) | +6 cp |
| Azarov, Sergei | +1 cp(217) | +7 cp(43) | +6 cp |
| Grebnev, Aleksey | +1 cp(300) | +6 cp(32) | +6 cp |
| Ravi, Teja S. | +3 cp(152) | +9 cp(51) | +6 cp |
| Shogdzhiev, Roman | +3 cp(368) | +9 cp(65) | +6 cp |
| Nazari, Arad | +1 cp(201) | +7 cp(52) | +6 cp |
| Moldagali, Beksultan | +3 cp(181) | +9 cp(60) | +6 cp |
| Amilal Munkhdalai | +4 cp(249) | +10 cp(61) | +6 cp |
| Panesar Vedant | +6 cp(141) | +12 cp(29) | +6 cp |
| Kairbekova, Amina | 0 cp(209) | +6 cp(46) | +6 cp |
| Amartuvshin, Ganzorig | +2 cp(230) | +9 cp(43) | +7 cp |
| Lobanov, Sergei | +1 cp(291) | +8 cp(56) | +7 cp |
| Munguntuul, Batkhuyag | 0 cp(230) | +7 cp(56) | +7 cp |
| Sivuk, Vitaly | +3 cp(275) | +10 cp(48) | +7 cp |
| Grachev, Alexey | +1 cp(278) | +9 cp(58) | +8 cp |
| Davtyan, Artur | 0 cp(252) | +8 cp(60) | +8 cp |
| Mayank Chakraborty | +2 cp(192) | +12 cp(45) | +10 cp |
| Sethuraman, S.P. | 0 cp(277) | +10 cp(57) | +10 cp |
| Lu, Maximillian | 0 cp(274) | +10 cp(60) | +10 cp |
| Gasparyan, Erik R. | +1 cp(256) | +11 cp(53) | +10 cp |
| Utegaliyev, Azamat | +2 cp(270) | +11 cp(59) | +10 cp |
| Ansat, Aldiyar | 0 cp(273) | +11 cp(63) | +11 cp |
| Serikbay, Assel | +2 cp(186) | +13 cp(52) | +11 cp |
| Zverev, Lev | +3 cp(231) | +15 cp(51) | +12 cp |
| Kaldarova, Ayaulym | +3 cp(168) | +16 cp(58) | +13 cp |
| Zhalmakhanov, Ramazan | +2 cp(178) | +16 cp(49) | +14 cp |
| Goutham Krishna H | 0 cp(263) | +17 cp(62) | +17 cp |
| Nikitenko, Mihail | +1 cp(308) | +21 cp(22) | +20 cp |
| Atabayev, Saparmyrat | +1 cp(193) | +21 cp(50) | +20 cp |
| Kaliakhmet, Elnaz | +2 cp(240) | +23 cp(42) | +21 cp |
| Petukhov, Alan | +1 cp(218) | +23 cp(42) | +22 cp |
| Abdilkhair, Abilmansur | +8 cp(127) | +40 cp(28) | +32 cp |
The moves where the player thought the most AND lost the most eval.
| 4 – 11 |
| 8 |
| Kairbekova, Amina | move 8.4 | 2 – 13 | 9 |
| Amartuvshin, Ganzorig | move 8.1 | 2 – 14 | 9 |
| Ilamparthi A R | move 7.6 | 2 – 13 | 9 |
| Nazari, Arad | move 7.4 | 2 – 12 | 8 |
| Suleymenov, Alisher | move 7.2 | 1 – 15 | 9 |
| Kamalidenova, Meruert | move 7.0 | 5 – 9 | 7 |
| Gan-Erdene, Sugar | move 6.9 | 5 – 12 | 9 |
| Chinguun, Sumiya | move 6.9 | 2 – 11 | 9 |
| Sethuraman, S.P. | move 6.7 | 2 – 10 | 9 |
| Bilguun, Sumiya | move 6.4 | 1 – 11 | 9 |
| Goganov, Aleksey | move 6.3 | 3 – 9 | 9 |
| Balabayeva, Xeniya | move 6.3 | 2 – 12 | 9 |
| Shogdzhiev, Roman | move 6.2 | 2 – 12 | 9 |
| Grebnev, Aleksey | move 6.1 | 1 – 12 | 9 |
| Petukhov, Alan | move 6.0 | 2 – 15 | 9 |
| Panesar Vedant | move 6.0 | 1 – 11 | 6 |
| Rohith Krishna S | move 6.0 | 1 – 11 | 9 |
| Urazayev, Arystanbek | move 5.8 | 1 – 12 | 9 |
| Goutham Krishna H | move 5.8 | 1 – 11 | 9 |
| Atabayev, Saparmyrat | move 5.8 | 2 – 10 | 9 |
| Ayush Sharma | move 5.8 | 3 – 9 | 9 |
| Ansat, Aldiyar | move 5.7 | 1 – 17 | 9 |
| Suleimen, Ergali | move 5.6 | 1 – 11 | 9 |
| Demchenko, Anton | move 5.6 | 2 – 9 | 9 |
| Sriram Adarsh Uppala | move 5.5 | 1 – 10 | 8 |
| Kaldarova, Ayaulym | move 5.4 | 2 – 9 | 8 |
| Vaz, Ethan | move 5.4 | 1 – 14 | 9 |
| Naiditsch, Arkadij | move 5.4 | 1 – 9 | 9 |
| Pantsulaia, Levan | move 5.1 | 2 – 11 | 9 |
| Kaliakhmet, Elnaz | move 5.0 | 2 – 11 | 8 |
| Azarov, Sergei | move 4.9 | 1 – 9 | 8 |
| Sahib Singh | move 4.8 | 1 – 10 | 9 |
| Lu, Maximillian | move 4.2 | 1 – 7 | 9 |
| Amilal Munkhdalai | move 4.1 | 1 – 10 | 9 |
| Pingin, Artem | move 4.1 | 1 – 10 | 9 |
| Gasparyan, Erik R. | move 4.1 | 1 – 10 | 9 |
| Nurgaliyeva, Zarina | move 3.9 | 1 – 11 | 9 |
| Lalit Babu M R | move 3.9 | 1 – 7 | 9 |
| Nikitenko, Mihail | move 3.8 | 1 – 8 | 9 |
| Grachev, Alexey | move 3.7 | 1 – 8 | 9 |
| Serikbay, Assel | move 3.6 | 1 – 8 | 8 |
| Abdilkhair, Abilmansur | move 3.4 | 1 – 7 | 8 |
| Akhmedinov, Satbek | move 3.3 | 1 – 10 | 9 |
| Stribuk, Artiom | move 3.3 | 1 – 6 | 9 |
| Zverev, Lev | move 3.2 | 1 – 8 | 9 |
| Uskov, Artem | move 3.2 | 1 – 10 | 9 |
| Ravi, Teja S. | move 3.1 | 1 – 9 | 9 |
| Agibileg, Uurtsaikh | move 2.9 | 1 – 5 | 9 |
| Rapport, Richard | move 2.8 | 1 – 7 | 9 |
| Lobanov, Sergei | move 2.8 | 1 – 12 | 9 |
| Makhnev, Denis | move 2.8 | 1 – 14 | 9 |
| Zhalmakhanov, Ramazan | move 2.6 | 1 – 6 | 7 |
| Agmanov, Zhandos | move 2.2 | 1 – 7 | 9 |
| Isanzhulov, Arystan | move 2.2 | 1 – 10 | 9 |
| Sivuk, Vitaly | move 2.0 | 1 – 9 | 8 |
| Davtyan, Artur | move 1.9 | 1 – 9 | 9 |
| Bocharov, Dmitry | move 1.8 | 1 – 4 | 9 |
| Utegaliyev, Azamat | move 1.8 | 1 – 8 | 9 |
| Moldagali, Beksultan | move 1.6 | 1 – 4 | 9 |
| Nurman, Alua | move 1.6 | 1 – 6 | 8 |
| Sultanbek, Zeinep | move 1.5 | 1 – 5 | 8 |
| Sapenov, Daniyal | move 1.1 | 1 – 2 | 8 |
| — |
1m 33s 5 games |
| Agmanov, Zhandos | — | 3m 53s 7 games | 2m 35s 1 game | 4m 13s 1 game | — |
| Akhmedinov, Satbek | 3m 2s 1 game | 2m 7s 8 games | — | — | — |
| Amartuvshin, Ganzorig | 2m 27s 1 game | 3m 19s 1 game | 25s 1 game | 1m 29s 2 games | 59s 4 games |
| Amilal Munkhdalai | 5m 54s 1 game | 3m 27s 6 games | 2m 54s 1 game | 4m 21s 1 game | — |
| Ansat, Aldiyar | 3m 50s 2 games | 3m 20s 4 games | 3m 24s 3 games | — | — |
| Atabayev, Saparmyrat | 1m 46s 1 game | 1m 49s 6 games | 3m 4s 1 game | — | 2m 2s 1 game |
| Ayush Sharma | 2m 12s 3 games | 3m 43s 4 games | 52s 1 game | — | 2m 50s 1 game |
| Azarov, Sergei | — | 2m 40s 5 games | 1m 53s 2 games | 4m 29s 2 games | — |
| Balabayeva, Xeniya | — | — | 3m 8s 2 games | 3m 34s 2 games | 3m 30s 5 games |
| Bilguun, Sumiya | 4m 40s 1 game | 4m 10s 6 games | 2m 31s 2 games | — | — |
| Bocharov, Dmitry | 3m 12s 1 game | 2m 29s 3 games | 2m 59s 1 game | 1m 56s 2 games | 2m 26s 2 games |
| Chinguun, Sumiya | 2m 44s 1 game | 1m 48s 5 games | 53s 1 game | 2m 3s 1 game | 5m 19s 1 game |
| Davtyan, Artur | — | 1m 31s 4 games | 3m 5s 4 games | — | 1m 8s 1 game |
| Demchenko, Anton | 2m 34s 2 games | 3m 1s 4 games | 1m 37s 1 game | — | 2m 10s 2 games |
| Gan-Erdene, Sugar | — | 1m 45s 3 games | 3m 26s 1 game | 4m 6s 2 games | 2m 41s 3 games |
| Gasparyan, Erik R. | 4m 27s 1 game | 3m 59s 2 games | 4m 16s 2 games | 27s 1 game | 47s 3 games |
| Goganov, Aleksey | 1m 3s 1 game | 1m 38s 4 games | 1m 37s 2 games | 1m 19s 2 games | — |
| Goutham Krishna H | 1m 21s 4 games | 2m 3s 4 games | 4m 14s 1 game | — | — |
| Grachev, Alexey | — | 1m 54s 1 game | 1m 59s 4 games | 1m 55s 3 games | 1m 33s 1 game |
| Grebnev, Aleksey | 1m 43s 1 game | 1m 13s 2 games | 56s 4 games | — | 1m 6s 2 games |
| Ilamparthi A R | 3m 35s 1 game | 2m 33s 4 games | 2m 1s 3 games | — | 4m 15s 1 game |
| Isanzhulov, Arystan | 4m 18s 1 game | 2m 13s 3 games | 2m 30s 3 games | 3m 38s 1 game | 2m 53s 1 game |
| Kairbekova, Amina | 2m 46s 2 games | 1m 42s 4 games | 42s 1 game | — | 57s 2 games |
| Kaldarova, Ayaulym | 4m 6s 1 game | 2m 45s 3 games | 2m 25s 4 games | — | — |
| Kaliakhmet, Elnaz | 2m 51s 4 games | — | 2m 43s 2 games | — | 2m 31s 2 games |
| Kamalidenova, Meruert | 2m 34s 2 games | 1m 44s 4 games | 1m 37s 2 games | — | — |
| Khamdamova, Afruza | 1m 57s 1 game | 2m 37s 5 games | 1m 39s 2 games | 2m 37s 1 game | — |
| Lalit Babu M R | 4m 6s 4 games | — | 3m 4s 2 games | 1m 58s 1 game | 3m 19s 2 games |
| Lobanov, Sergei | 2m 58s 4 games | 2m 40s 1 game | 1m 57s 4 games | — | — |
| Lu, Maximillian | 3m 29s 5 games | 3m 13s 3 games | — | 1m 52s 1 game | — |
| Makhnev, Denis | 3m 1s 4 games | — | 2m 9s 3 games | 1m 2s 2 games | — |
| Mayank Chakraborty | 1m 17s 1 game | 1m 6s 3 games | 1m 13s 4 games | — | 2m 17s 1 game |
| Moldagali, Beksultan | — | 3m 9s 2 games | 2m 6s 4 games | 2m 51s 2 games | 3m 11s 1 game |
| Munguntuul, Batkhuyag | 5m 3s 1 game | 2m 15s 5 games | 58s 1 game | 1m 29s 1 game | — |
| Naiditsch, Arkadij | 2m 15s 1 game | 2m 45s 2 games | 1m 52s 6 games | — | — |
| Narayanan S L | — | 2m 30s 3 games | 1m 21s 1 game | 1m 36s 3 games | 2m 57s 2 games |
| Nazari, Arad | 3m 33s 2 games | 1m 58s 3 games | 2 min 2 games | — | 3m 7s 1 game |
| Nikitenko, Mihail | 1m 25s 1 game | 44s 4 games | 57s 2 games | — | 1m 19s 2 games |
| Nurgaliyeva, Zarina | 3m 21s 2 games | 2m 41s 4 games | 1m 20s 1 game | — | 1m 56s 2 games |
| Nurman, Alua | 2m 44s 1 game | 3m 1s 4 games | 2m 59s 2 games | — | 4m 2s 1 game |
| Panesar Vedant | — | 1m 34s 3 games | 50s 1 game | — | 1m 40s 2 games |
| Pantsulaia, Levan | 1m 48s 4 games | 2m 15s 4 games | — | — | 1m 13s 1 game |
| Petukhov, Alan | 2m 47s 3 games | 1m 13s 4 games | — | — | 2m 6s 2 games |
| Pingin, Artem | 3m 46s 3 games | 3m 14s 2 games | 1m 29s 1 game | 27s 1 game | 1m 57s 2 games |
| Rapport, Richard | 2m 4s 4 games | 2m 58s 2 games | 2m 38s 2 games | — | 1m 26s 1 game |
| Ravi, Teja S. | 3m 31s 1 game | 2m 16s 5 games | — | 3m 46s 3 games | — |
| Rohith Krishna S | — | — | 49s 1 game | 2m 6s 4 games | 3m 41s 4 games |
| Sahib Singh | 2m 22s 1 game | 1m 20s 2 games | 3m 54s 4 games | 2m 43s 1 game | 2m 24s 1 game |
| Sapenov, Daniyal | 2m 46s 2 games | 3m 48s 1 game | 1m 34s 4 games | — | 1m 38s 1 game |
| Serikbay, Assel | 3m 4s 2 games | 3m 10s 3 games | — | 2m 39s 3 games | — |
| Sethuraman, S.P. | — | 2m 22s 4 games | 3m 25s 2 games | 2m 2s 2 games | 49s 1 game |
| Shogdzhiev, Roman | — | 3m 58s 6 games | 2m 15s 1 game | 2m 58s 2 games | — |
| Sivuk, Vitaly | 3m 8s 1 game | 2m 1s 4 games | — | 3m 9s 1 game | 3m 4s 2 games |
| Sriram Adarsh Uppala | — | 3m 2s 7 games | — | — | 1m 50s 1 game |
| Stribuk, Artiom | 3m 15s 7 games | 2m 34s 1 game | — | 3m 4s 1 game | — |
| Suleimen, Ergali | — | 1m 59s 3 games | 2m 44s 3 games | 2m 49s 1 game | 2m 15s 2 games |
| Suleymenov, Alisher | — | — | 2 min 3 games | 1m 35s 6 games | — |
| Sultanbek, Zeinep | 3m 1s 3 games | 4m 48s 1 game | 2m 41s 3 games | — | 1m 16s 1 game |
| Tahbaz, Arash | 3m 7s 2 games | 1m 38s 2 games | — | 1m 23s 3 games | 2m 45s 2 games |
| Urazayev, Arystanbek | 2m 43s 1 game | 2m 19s 4 games | 1m 31s 4 games | — | — |
| Uskov, Artem | 2m 42s 2 games | 1m 45s 3 games | 3m 36s 1 game | — | 2m 52s 3 games |
| Utegaliyev, Azamat | 3m 20s 2 games | 2m 19s 6 games | — | — | 3m 40s 1 game |
| Vaz, Ethan | — | 3m 5s 7 games | 2m 56s 1 game | 5m 10s 1 game | — |
| Zhalmakhanov, Ramazan | 3m 43s 3 games | 2m 50s 1 game | 1m 49s 4 games | 1m 32s 1 game | — |
| Zverev, Lev | 3m 39s 2 games | 3m 10s 1 game | 1m 50s 3 games | 2m 3s 1 game | 2m 19s 2 games |