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 |
|---|---|---|---|
| Zemlyanskii, Ivan | move 8.9 | 1 – 12 | 9 |
| Panesar Vedant | move 8.9 | 3 – 14 | 9 |
| Uskov, Artem | move 8.6 | 5 – 18 | 9 |
| Daneshvar, Bardiya | move 8.3 | 6 – 12 | 8 |
| Naiditsch, Arkadij |
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 48s 3 games | 2m 43s 4 games | 1m 56s 2 games | — | — |
| Aditya Mittal | 2m 2s 2 games | 3m 3s 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 |
|---|---|---|---|
| Naiditsch, Arkadij | +5 cp(140) | +2 cp(49) | -2 cp |
| Yilmaz, Mustafa | +1 cp(390) | 0 cp(55) | -1 cp |
| Wang, Hao | +1 cp(243) | +1 cp(68) | 0 cp |
| Sarana, Alexey | 0 cp(220) | 0 cp(49) | 0 cp |
| Cheparinov, Ivan | +2 cp(258) | +2 cp(51) | 0 cp |
| Zverev, Lev | +3 cp(188) | +4 cp(46) | +1 cp |
| Abdilkhair, Abilmansur | +2 cp(239) | +4 cp(47) | +2 cp |
| Iniyan, Pa | +2 cp(239) | +4 cp(48) | +2 cp |
| Xue, Haowen | +3 cp(186) | +5 cp(47) | +2 cp |
| Khamdamova, Afruza | +1 cp(375) | +3 cp(71) | +2 cp |
| Davtyan, Artur | +2 cp(243) | +4 cp(55) | +2 cp |
| Daneshvar, Bardiya | +3 cp(207) | +6 cp(57) | +3 cp |
| Aryan Chopra | +1 cp(246) | +4 cp(56) | +3 cp |
| Bocharov, Dmitry | +3 cp(217) | +6 cp(60) | +3 cp |
| Rohith Krishna S | 0 cp(205) | +3 cp(47) | +3 cp |
| Smirnov, Mark | +2 cp(199) | +5 cp(61) | +3 cp |
| Ansat, Aldiyar | +1 cp(277) | +4 cp(56) | +3 cp |
| Usov, Aleksandr E. | +3 cp(206) | +6 cp(51) | +3 cp |
| Panesar Vedant | +3 cp(208) | +6 cp(51) | +3 cp |
| Simonian, Hrair | +1 cp(230) | +5 cp(71) | +4 cp |
| Uskov, Artem | +2 cp(251) | +6 cp(45) | +4 cp |
| Agmanov, Zhandos | +2 cp(279) | +6 cp(65) | +4 cp |
| Kuru, Atilla | +3 cp(308) | +8 cp(52) | +5 cp |
| Badelka, Olga | +2 cp(250) | +7 cp(65) | +5 cp |
| Amar, Elham | 0 cp(262) | +5 cp(54) | +5 cp |
| Nurgaliyev, Sauat | +5 cp(118) | +9 cp(63) | +5 cp |
| Tsydypov, Zhamsaran | +3 cp(184) | +8 cp(38) | +5 cp |
| Tudor, Henry Edward | +1 cp(293) | +6 cp(57) | +5 cp |
| Novozhilov, Semen | +1 cp(254) | +6 cp(53) | +5 cp |
| Kamalidenova, Meruert | +1 cp(313) | +6 cp(41) | +5 cp |
| Assylov, Miras | +7 cp(305) | +12 cp(58) | +5 cp |
| Goutham Krishna H | +3 cp(230) | +9 cp(50) | +6 cp |
| Sjugirov, Sanan | +2 cp(249) | +8 cp(46) | +6 cp |
| Sapenov, Daniyal | +2 cp(273) | +8 cp(52) | +6 cp |
| Isanzhulov, Arystan | +4 cp(300) | +9 cp(64) | +6 cp |
| Amilal Munkhdalai | 0 cp(274) | +6 cp(55) | +6 cp |
| Akhilbay, Imangali | +1 cp(183) | +7 cp(52) | +6 cp |
| Sriram Adarsh Uppala | +1 cp(263) | +7 cp(50) | +6 cp |
| Utegaliyev, Azamat | 0 cp(202) | +6 cp(52) | +6 cp |
| Ayush Sharma | 0 cp(337) | +6 cp(64) | +6 cp |
| Rostovtsev, Dmitry | +1 cp(287) | +8 cp(51) | +7 cp |
| Sahib Singh | +4 cp(241) | +11 cp(58) | +7 cp |
| Orozbaev, Eldiyar | 0 cp(285) | +7 cp(61) | +7 cp |
| Kazhgaleyev, Murtas | +1 cp(245) | +8 cp(49) | +7 cp |
| Urazayev, Arystanbek | +1 cp(226) | +8 cp(62) | +7 cp |
| Valiyev, Shahin | +3 cp(231) | +11 cp(55) | +8 cp |
| Agibileg, Uurtsaikh | +1 cp(236) | +9 cp(47) | +8 cp |
| Mamedov, Edgar | +3 cp(96) | +11 cp(23) | +8 cp |
| Amirkul, Alimzhan | +3 cp(199) | +11 cp(48) | +8 cp |
| Kurmangaliyeva, Liya | +4 cp(257) | +12 cp(60) | +8 cp |
| Korchmar, Vasiliy | +2 cp(287) | +11 cp(58) | +9 cp |
| Suleymenov, Alisher | 0 cp(234) | +9 cp(67) | +9 cp |
| Lyutsinger, Iren | +1 cp(234) | +9 cp(62) | +9 cp |
| Lee, Junhyeok | 0 cp(285) | +9 cp(68) | +9 cp |
| Zemlyanskii, Ivan | +1 cp(228) | +11 cp(58) | +10 cp |
| Suleimen, Ergali | +1 cp(218) | +11 cp(53) | +10 cp |
| Zhalmakhanov, Ramazan | +2 cp(310) | +12 cp(59) | +10 cp |
| Sultanbek, Zeinep | +5 cp(188) | +15 cp(50) | +10 cp |
| Moldagali, Beksultan | 0 cp(264) | +11 cp(62) | +11 cp |
| Ilamparthi A R | +1 cp(228) | +11 cp(58) | +11 cp |
| Nurgaliyeva, Zarina | 0 cp(274) | +11 cp(77) | +11 cp |
| Serikbay, Assel | +3 cp(212) | +14 cp(58) | +11 cp |
| Sargsyan, Shant | +3 cp(258) | +14 cp(46) | +12 cp |
| Lu, Maximillian | 0 cp(241) | +12 cp(53) | +12 cp |
| Chertkov, Maksim | +2 cp(207) | +14 cp(51) | +12 cp |
| Kaldarova, Ayaulym | 0 cp(371) | +12 cp(73) | +12 cp |
| Aditya Mittal | +1 cp(190) | +14 cp(60) | +13 cp |
| Nogerbek, Kazybek | 0 cp(210) | +14 cp(47) | +14 cp |
The moves where the player thought the most AND lost the most eval.
| 3 – 10 |
| 7 |
| Ansat, Aldiyar | move 7.6 | 2 – 12 | 9 |
| Cheparinov, Ivan | move 7.4 | 4 – 12 | 9 |
| Aditya Mittal | move 7.0 | 5 – 13 | 9 |
| Ilamparthi A R | move 6.9 | 3 – 12 | 9 |
| Chertkov, Maksim | move 6.9 | 2 – 12 | 8 |
| Khamdamova, Afruza | move 6.8 | 1 – 12 | 9 |
| Aryan Chopra | move 6.8 | 1 – 11 | 9 |
| Rohith Krishna S | move 6.7 | 4 – 12 | 9 |
| Yilmaz, Mustafa | move 6.7 | 1 – 11 | 9 |
| Suleymenov, Alisher | move 6.6 | 1 – 11 | 9 |
| Nogerbek, Kazybek | move 6.4 | 3 – 9 | 8 |
| Xue, Haowen | move 6.3 | 2 – 11 | 9 |
| Lyutsinger, Iren | move 6.0 | 1 – 13 | 9 |
| Novozhilov, Semen | move 5.9 | 2 – 10 | 9 |
| Akhilbay, Imangali | move 5.8 | 1 – 13 | 8 |
| Tudor, Henry Edward | move 5.7 | 1 – 11 | 9 |
| Kamalidenova, Meruert | move 5.6 | 2 – 12 | 9 |
| Orozbaev, Eldiyar | move 5.6 | 1 – 10 | 9 |
| Lee, Junhyeok | move 5.4 | 3 – 9 | 9 |
| Kaldarova, Ayaulym | move 5.4 | 3 – 8 | 9 |
| Badelka, Olga | move 5.3 | 2 – 10 | 9 |
| Sapenov, Daniyal | move 5.3 | 1 – 8 | 9 |
| Serikbay, Assel | move 5.3 | 2 – 8 | 8 |
| Nurgaliyev, Sauat | move 5.2 | 1 – 10 | 9 |
| Urazayev, Arystanbek | move 5.2 | 2 – 11 | 9 |
| Nurgaliyeva, Zarina | move 5.1 | 1 – 9 | 9 |
| Kazhgaleyev, Murtas | move 5.0 | 2 – 10 | 9 |
| Isanzhulov, Arystan | move 5.0 | 1 – 14 | 9 |
| Sriram Adarsh Uppala | move 5.0 | 3 – 9 | 9 |
| Tsydypov, Zhamsaran | move 4.9 | 1 – 17 | 9 |
| Usov, Aleksandr E. | move 4.8 | 1 – 9 | 9 |
| Iniyan, Pa | move 4.7 | 1 – 11 | 9 |
| Lu, Maximillian | move 4.6 | 1 – 12 | 9 |
| Wang, Hao | move 4.6 | 2 – 9 | 9 |
| Sahib Singh | move 4.6 | 2 – 9 | 9 |
| Amilal Munkhdalai | move 4.4 | 1 – 11 | 9 |
| Suleimen, Ergali | move 4.4 | 2 – 7 | 9 |
| Goutham Krishna H | move 4.4 | 1 – 9 | 9 |
| Amar, Elham | move 4.3 | 1 – 10 | 9 |
| Ayush Sharma | move 4.3 | 3 – 7 | 9 |
| Kuru, Atilla | move 4.2 | 1 – 9 | 9 |
| Sarana, Alexey | move 4.1 | 1 – 7 | 9 |
| Bocharov, Dmitry | move 4.0 | 3 – 6 | 9 |
| Korchmar, Vasiliy | move 4.0 | 1 – 8 | 9 |
| Smirnov, Mark | move 3.9 | 1 – 9 | 9 |
| Kurmangaliyeva, Liya | move 3.7 | 1 – 6 | 9 |
| Sjugirov, Sanan | move 3.6 | 2 – 5 | 9 |
| Mamedov, Edgar | move 3.5 | 3 – 5 | 4 |
| Valiyev, Shahin | move 3.3 | 1 – 6 | 9 |
| Abdilkhair, Abilmansur | move 2.8 | 1 – 7 | 9 |
| Assylov, Miras | move 2.8 | 1 – 8 | 9 |
| Zverev, Lev | move 2.4 | 1 – 9 | 9 |
| Agibileg, Uurtsaikh | move 2.3 | 1 – 6 | 9 |
| Zhalmakhanov, Ramazan | move 2.2 | 1 – 8 | 9 |
| Simonian, Hrair | move 1.9 | 1 – 6 | 9 |
| Amirkul, Alimzhan | move 1.8 | 1 – 7 | 8 |
| Moldagali, Beksultan | move 1.6 | 1 – 4 | 9 |
| Rostovtsev, Dmitry | move 1.6 | 1 – 6 | 9 |
| Agmanov, Zhandos | move 1.4 | 1 – 5 | 9 |
| Utegaliyev, Azamat | move 1.0 | 1 – 1 | 9 |
| Davtyan, Artur | move 1.0 | 1 – 1 | 9 |
| Sultanbek, Zeinep | move 1.0 | 1 – 1 | 9 |
| Sargsyan, Shant | move 1.0 | 1 – 1 | 9 |
2m 53s 2 games |
| — |
| Agibileg, Uurtsaikh | — | 2m 4s 2 games | — | 2m 3s 2 games | 2m 1s 5 games |
| Agmanov, Zhandos | 3m 34s 1 game | 4m 24s 5 games | 4m 40s 1 game | 3m 8s 1 game | 5m 11s 1 game |
| Akhilbay, Imangali | 1m 50s 2 games | 3m 11s 3 games | 2m 37s 3 games | — | — |
| Amar, Elham | — | 2m 12s 6 games | 3m 10s 2 games | — | 2m 4s 1 game |
| Amilal Munkhdalai | — | 2m 48s 7 games | 4m 31s 1 game | — | 3m 49s 1 game |
| Amirkul, Alimzhan | — | 3m 42s 6 games | — | 4m 2s 1 game | 5m 15s 1 game |
| Ansat, Aldiyar | — | 2m 37s 6 games | 2m 47s 2 games | 2m 44s 1 game | — |
| Aryan Chopra | — | 1m 41s 3 games | 1m 13s 6 games | — | — |
| Assylov, Miras | 3m 31s 2 games | 4m 21s 2 games | 3m 35s 4 games | — | 2m 50s 1 game |
| Ayush Sharma | 3m 3s 1 game | 3m 53s 3 games | 3m 33s 1 game | — | 2m 21s 4 games |
| Badelka, Olga | 2m 40s 4 games | — | 2m 18s 3 games | 1m 58s 2 games | — |
| Bocharov, Dmitry | 2m 8s 1 game | 2m 17s 4 games | 3m 40s 1 game | — | 2m 37s 3 games |
| Cheparinov, Ivan | — | 1m 53s 2 games | 1m 32s 2 games | 1m 28s 4 games | 1m 48s 1 game |
| Chertkov, Maksim | 6m 14s 1 game | 5m 56s 2 games | 3m 14s 3 games | — | 5m 36s 2 games |
| Daneshvar, Bardiya | 1m 18s 2 games | 2m 20s 4 games | 1m 11s 1 game | — | 1m 52s 1 game |
| Davtyan, Artur | 5m 36s 1 game | 4m 7s 3 games | 4m 26s 1 game | 3m 47s 3 games | 1m 13s 1 game |
| Goutham Krishna H | 3m 18s 5 games | 2m 38s 1 game | 3m 6s 3 games | — | — |
| Ilamparthi A R | 2 min 2 games | 2m 31s 6 games | 3m 40s 1 game | — | — |
| Iniyan, Pa | 2m 9s 1 game | 1m 13s 1 game | — | 2m 48s 5 games | 1m 55s 2 games |
| Isanzhulov, Arystan | 4m 2s 1 game | 3m 30s 3 games | 2m 14s 3 games | 4m 47s 2 games | — |
| Kaldarova, Ayaulym | 3m 2s 2 games | 2m 50s 3 games | 2m 13s 4 games | — | — |
| Kamalidenova, Meruert | 1m 8s 1 game | 1m 50s 4 games | 2m 18s 2 games | 1m 38s 2 games | — |
| Kazhgaleyev, Murtas | 3m 47s 1 game | — | 1m 31s 3 games | 2m 6s 3 games | 1m 36s 2 games |
| Khamdamova, Afruza | 1m 13s 2 games | 2m 30s 3 games | 3m 40s 2 games | 2m 45s 1 game | 3 min 1 game |
| Korchmar, Vasiliy | 33s 1 game | 2m 15s 2 games | 3m 47s 2 games | 4m 46s 1 game | 2m 32s 3 games |
| Kurmangaliyeva, Liya | — | 6m 1s 3 games | 3m 56s 6 games | — | — |
| Kuru, Atilla | 1m 39s 1 game | 1m 27s 3 games | 1m 15s 1 game | 1m 41s 4 games | — |
| Lee, Junhyeok | — | 2m 48s 5 games | 2m 35s 1 game | 1m 27s 1 game | 2m 32s 2 games |
| Lu, Maximillian | 2m 18s 3 games | 2m 35s 4 games | — | 2m 26s 2 games | — |
| Lyutsinger, Iren | 4m 19s 2 games | 2m 8s 5 games | 3m 18s 1 game | — | 2m 11s 1 game |
| Mamedov, Edgar | — | 4m 43s 1 game | 3m 34s 1 game | 2m 46s 1 game | 2m 6s 1 game |
| Moldagali, Beksultan | — | 2m 40s 2 games | 2m 28s 4 games | 2m 19s 1 game | 2m 34s 2 games |
| Naiditsch, Arkadij | 4m 23s 1 game | 2m 15s 5 games | 3m 28s 1 game | — | — |
| Nogerbek, Kazybek | — | — | 41s 3 games | 1m 49s 5 games | 1m 19s 1 game |
| Novozhilov, Semen | 5m 36s 2 games | 2m 17s 2 games | 2m 17s 2 games | 4m 6s 1 game | 3m 53s 2 games |
| Nurgaliyev, Sauat | 3m 55s 1 game | 3m 16s 4 games | 3m 18s 3 games | 1m 24s 1 game | — |
| Nurgaliyeva, Zarina | 3m 32s 2 games | 2m 40s 4 games | 2m 40s 2 games | — | 2m 49s 1 game |
| Orozbaev, Eldiyar | 2m 44s 1 game | 2m 28s 3 games | 1m 39s 5 games | — | — |
| Panesar Vedant | — | 1m 32s 5 games | 1m 56s 2 games | 5m 4s 1 game | 2m 40s 1 game |
| Rohith Krishna S | 3m 3s 2 games | 2m 58s 2 games | 20s 1 game | 2m 51s 3 games | 1m 5s 1 game |
| Rostovtsev, Dmitry | — | 2m 46s 3 games | 2m 41s 3 games | 5m 6s 1 game | 3 min 2 games |
| Sahib Singh | 2m 38s 1 game | 3m 23s 6 games | 3m 7s 2 games | — | — |
| Sapenov, Daniyal | 3m 14s 1 game | 2m 10s 2 games | 3m 49s 1 game | — | 2m 31s 5 games |
| Sarana, Alexey | 1m 44s 1 game | 2 min 3 games | 1m 43s 1 game | 2m 51s 2 games | 1m 48s 2 games |
| Sargsyan, Shant | 1m 55s 3 games | 2m 13s 3 games | 35s 1 game | — | 2m 35s 2 games |
| Serikbay, Assel | 3m 2s 2 games | 4m 20s 2 games | — | 2m 37s 4 games | — |
| Simonian, Hrair | 3m 50s 1 game | 2m 59s 6 games | 2m 33s 1 game | 4m 2s 1 game | — |
| Sjugirov, Sanan | 4m 54s 1 game | 4m 55s 2 games | 4m 34s 1 game | 4m 20s 1 game | 4 min 4 games |
| Smirnov, Mark | 2m 27s 2 games | 2m 8s 3 games | 3m 13s 3 games | 1m 52s 1 game | — |
| Sriram Adarsh Uppala | 1m 2s 1 game | 3m 31s 2 games | — | 4m 8s 3 games | 4m 4s 3 games |
| Suleimen, Ergali | 2m 51s 1 game | 3m 4s 7 games | 3m 38s 1 game | — | — |
| Suleymenov, Alisher | 2m 38s 2 games | 3m 17s 2 games | 3m 7s 2 games | 57s 1 game | 2m 39s 2 games |
| Sultanbek, Zeinep | 2m 54s 1 game | 2m 8s 3 games | — | 2m 30s 3 games | 2m 26s 2 games |
| Tsydypov, Zhamsaran | 2m 55s 1 game | 2m 10s 2 games | 1m 25s 5 games | — | 12s 1 game |
| Tudor, Henry Edward | — | 4m 35s 4 games | — | 3m 30s 2 games | 4m 35s 3 games |
| Urazayev, Arystanbek | 4m 11s 1 game | 3m 21s 2 games | 2m 35s 4 games | 2m 44s 1 game | 1m 26s 1 game |
| Uskov, Artem | 1m 25s 2 games | 1m 41s 2 games | 2m 12s 2 games | — | 3m 56s 3 games |
| Usov, Aleksandr E. | 1m 45s 1 game | 4m 33s 3 games | 4m 50s 1 game | 55s 1 game | 3m 35s 3 games |
| Utegaliyev, Azamat | 3m 59s 2 games | 3m 13s 4 games | 2m 50s 1 game | 3m 26s 2 games | — |
| Valiyev, Shahin | — | 1m 53s 5 games | 2m 25s 3 games | 3m 17s 1 game | — |
| Wang, Hao | — | 3m 10s 3 games | 1m 45s 2 games | 1m 38s 2 games | 2m 21s 2 games |
| Xue, Haowen | 2m 19s 4 games | 1m 46s 2 games | 3m 9s 2 games | — | 1m 29s 1 game |
| Yilmaz, Mustafa | 2m 49s 1 game | 2m 43s 5 games | — | 2m 2s 3 games | — |
| Zemlyanskii, Ivan | — | 1m 32s 2 games | 2m 5s 3 games | 1m 49s 1 game | 2m 16s 3 games |
| Zhalmakhanov, Ramazan | 3m 39s 2 games | 3m 1s 4 games | 3m 46s 2 games | — | 4m 29s 1 game |
| Zverev, Lev | — | 3m 14s 2 games | 1m 28s 5 games | — | 2m 46s 2 games |