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 |
|---|---|---|---|
| Sindarov, Javokhir | move 7.7 | 1 – 16 | 12 |
| Nepomniachtchi, Ian | move 7.6 | 5 – 10 | 9 |
| Praggnanandhaa R | move 7.5 | 1 – 40 | 13 |
| Abdusattorov, Nodirbek | move 6.7 | 1 – 13 | 12 |
| Vokhidov, Shamsiddin | move 5.6 | 1 – 11 | 9 |
| Maghsoodloo, Parham | move 5.1 | 1 – 9 | 9 |
| Aravindh, Chithambaram VR. | move 4.9 | 1 – 9 | 9 |
| Yakubboev, Nodirbek | move 4.6 | 1 – 9 | 9 |
| Erigaisi Arjun | move 3.9 | 1 – 10 | 9 |
| Rapport, Richard | move 2.1 | 1 – 7 | 9 |
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 |
|---|---|---|---|---|---|
| Abdusattorov, Nodirbek | 4m 4s 1 game | 4m 30s 3 games | 7m 57s 5 games | 6m 1s 3 games | — |
| Aravindh, Chithambaram VR. | 3m 49s 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 |
|---|---|---|---|
| Erigaisi Arjun | +1 cp(103) | +2 cp(57) | +1 cp |
| Sindarov, Javokhir | +2 cp(166) | +3 cp(57) | +1 cp |
| Nepomniachtchi, Ian | 0 cp(119) | +3 cp(43) | +3 cp |
| Abdusattorov, Nodirbek | 0 cp(145) | +4 cp(49) | +4 cp |
| Rapport, Richard | +1 cp(91) | +6 cp(49) | +5 cp |
| Aravindh, Chithambaram VR. | 0 cp(125) | +6 cp(54) | +6 cp |
| Praggnanandhaa R | +1 cp(176) | +7 cp(66) | +6 cp |
| Maghsoodloo, Parham | 0 cp(98) | +6 cp(65) | +6 cp |
| Vokhidov, Shamsiddin | 0 cp(99) | +6 cp(42) | +6 cp |
| Yakubboev, Nodirbek | 0 cp(163) | +8 cp(54) | +8 cp |
The moves where the player thought the most AND lost the most eval.
4m 22s 3 games |
6m 54s 1 game |
3m 5s 1 game |
| Erigaisi Arjun | 5m 57s 2 games | 3m 36s 2 games | 2m 53s 4 games | 4m 30s 1 game | — |
| Maghsoodloo, Parham | 5m 14s 2 games | 5 min 3 games | 3m 33s 1 game | 2m 45s 1 game | 4m 44s 2 games |
| Nepomniachtchi, Ian | 2m 6s 2 games | 3m 12s 2 games | 3m 26s 4 games | — | 3m 25s 1 game |
| Praggnanandhaa R | 3m 22s 2 games | 2m 20s 2 games | 5m 37s 3 games | 7m 21s 2 games | 5m 46s 4 games |
| Rapport, Richard | 4m 1s 4 games | 4m 43s 3 games | 1 min 1 game | — | 3m 15s 1 game |
| Sindarov, Javokhir | 2m 52s 1 game | 5s 1 game | 7m 12s 4 games | 4m 16s 4 games | 6m 54s 2 games |
| Vokhidov, Shamsiddin | 3m 45s 3 games | 2m 53s 1 game | 3m 49s 5 games | — | — |
| Yakubboev, Nodirbek | 1m 26s 1 game | 4m 1s 1 game | 2m 30s 2 games | 4m 4s 4 games | 6m 6s 1 game |