I am using Centipawn Analysis by Chessbase to screen all games played in the year 2022 by GM Carlsen, GM Nakamura, GM So, GM Aronian, GM Firouzja, and GM Hans Niemann.
We will follow the Chessbase instructions. (instructions below)
And see what kind of cheating data we can produce as an experiment.
Current Raw Data of the 1386 games to be analyzed.
Karjakin Sergey: 7 => Average=0.07
Saric Ivan: 9 => Average=0.09
Predke Alexandr: 4/18 => Average=0.10
Grischuk Alexander: 16/21/9 => Average=0.15
Shirov Alexei: 27/9 => Average=0.21
Navara David: 22 => Average=0.22
Dominguez Perez Leinier: 43/4/62/7/0/1 => Average=0.23
Kovalenko Igor: 27/20 => Average=0.24
Grandelius Nils: 25 => Average=0.25
Volokitin Andrei: 25 => Average=0.25
Carlsen Magnus: 43/33/23/41/21/68/19/40/34/28/11/71/28/23/71/15/45/70/20/40/18/16/4/35/10/22/10/24/13/14/32/33/5/9/33/26/5/16/27/47/43/4/14/35/12/40/10/29/27/8/8/5/20/7/6/18/6/6/30/23/3/17 => Average=0.26
Caruana Fabiano: 17/38/58/10/16/57/51/10/8/3/0/0/0/0/0/0/0/0/0/0 => Average=0.26
Artemiev Vladislav: 57/6/42/21/16/9 => Average=0.28
Shankland Samuel L: 16/79/9/6 => Average=0.29
So Wesley: 13/37/93/39/28/52/25/51/31/51/20/86/66/20/21/27/19/10/19/5/12/11/6/12/27/27/7/33/15/55/22/8/45/82/9/3/13/18/34/43/6/4/2/40/1/5/8/18/12/0/0/1/0 => Average=0.29
Vidit Santosh Gujrathi: 22/60/11/9/52 => Average=0.30
Aronian Levon: 14/36/29/19/21/24/22/64/63/52/9/53/115/32/55/70/99/13/19/39/29/52/50/44/19/6/7/15/28/30/30/29/51/7/54/10/41/9/41/43/46/42/23/34/26/3/62/10/20/8/16/20/4/47/18/13/25/8/2/77/13/9/11/0/0/0/0/0/0 => Average=0.32
Giri Anish: 54/38/22/10/61/5/72/15 => Average=0.35
Mamedyarov Shakhriyar: 38/46/57/5 => Average=0.38
Ding Liren: 62/30/6/37/53/41/34/11 => Average=0.39
Oparin Grigoriy: 29/21/50/40/5/96/16/76 => Average=0.39
Anton Guijarro David: 48/67/77/14/13/8 => Average=0.41
Nakamura Hikaru: 107/122/96/56/52/51/48/49/23/25/8/61/54/44/19/63/18/22/32/18/80/31/45/55/19/19/16/31/27/70/49/40/84/21/46/21/41/25/17/69/5/6/52/44/38/62/68/8/39/26/50/54/90/17/2/23/8/31/25/14/72/48/21/49/20/31/12/51/50/45/16/31/22/67/37/6/10/39/36/40/11/20/9/35/0/0/0/0/0/0/0/0/0/0/0 => Average=0.41
Maghsoodloo Parham: 13/43/73/36/55 => Average=0.42
Le Quang Liem: 39/67/55/43/43/22/8/74/6/65 => Average=0.42
Keymer Vincent: 56/37/70/16/35/37/18/44/43/57/34/90/12 => Average=0.43
Guseinov Gadir: 46/0 => Average=0.43
Kamsky Gata: 54/5/68/43 => Average=0.43
Dubov Daniil: 48/61/27/26/119/55/34/28/7/12/54/0 => Average=0.44
Abdusattorov Nodirbek: 59/24/18/81/39/45/62 => Average=0.45
Nepomniachtchi Ian: 46/22/48/97/108/36/56/76/36/72/70/55/53/59/61/71/70/26/25/85/51/71/43/18/11/19/10/22/25/57/43/45/118/81/23/55/22/23/4/60/2/15/39/5/2/1/29/34/10/0/0 => Average=0.46
Jones Gawain C B: 31/31/51/87 => Average=0.46
Esipenko Andrey: 55/67/28/78/19/56/62/57/22/29/15/115/9/45 => Average=0.47
Duda Jan Krzysztof: 51/48/31/69/39/69/119/25/52/13/6/28/5/57 => Average=0.47
Deac Bogdan Daniel: 17/46/6/55/150 => Average=0.48
Svidler Peter: 49 => Average=0.49
Matlakov Maxim: 27/80/47/0/0 => Average=0.50
Andreikin Dmitry: 25/81/60/24 => Average=0.50
Rapport Richard: 100/46/38/14 => Average=0.52
Erigaisi Arjun Kumar: 45/65/49/57 => Average=0.53
Xiong Jeffery: 84/48/72/25/22/0 => Average=0.53
Tari Aryan: 57 => Average=0.57
Vachier Lagrave Maxime: 80/31/88/84/38/2 => Average=0.57
Harikrishna Pentala: 106/16/5 => Average=0.57
Sarana Alexey: 50/69/60/42/69/102/72/81/36/20/19/17 => Average=0.58
Fedoseev Vladimir1: 56/85/88/60/25/100/44/2 => Average=0.60
Van Foreest Jorden: 76/106/43/47/91/49/30 => Average=0.65
Demchenko Anton: 75/116/37/72/88/44/35 => Average=0.68
Sunilduth Lyna Narayanan: 50/118 => Average=0.77
Sjugirov Sanan: 101/46 => Average=0.81
Alekseenko Kirill: 111 => Average=1.11
My analysis screen shot of the current analysis, and the Chessbase Centipawn Analysis instructions below.
http://help.chessbase.com/CBase/16/Eng/index.html?centipawn_analysis.htm