👥 Professional Players in Our Training Dataset
Our models are trained on games from these professional players, each representing a distinct playing style.
♔ Positional Players
Masters of long-term planning and strategic maneuvering
| Player | Lichess Username | Known For |
|---|---|---|
| Magnus Carlsen | DrNykterstein | World Champion, endgame technique |
| Levon Aronian | LyonBeast | Creative positional play |
| Penguin GM | penguingim1 | Solid positional understanding |
⚡ Aggressive Players
Energetic, initiative-focused, and constantly attacking
| Player | Lichess Username | Known For |
|---|---|---|
| Hikaru Nakamura | Hikaru / GMHIKARU | Blitz specialist, aggressive tactics |
| Alireza Firouzja | Night-King96 / aladdin65 | Dynamic, sharp play |
| Daniel Naroditsky | DanielNaroditskyGM | Educational speedruns, attacking |
🎯 Tactical Players
Combination hunters with sharp calculation skills
| Player | Lichess Username | Known For |
|---|---|---|
| Levy Rozman (GothamChess) | GothamChess | Educational content, tactical play |
| Simon Williams | GingerGM | Attacking chess, h-pawn attacks |
| Daniil Dubov | TigrVShlyape | Creative tactics, unconventional play |
🛡️ Solid Players
Reliable, principled chess with minimal mistakes
| Player | Lichess Username | Known For |
|---|---|---|
| Fabiano Caruana | FabianoCaruana | Solid preparation, technique |
| Anish Giri | Giri | Defensive skills, draw master |
| Jan-Krzysztof Duda | Polish_fighter3000 | Solid play, strong defense |
⚖️ Balanced Players
Versatile players who adapt to any position
| Player | Lichess Username | Known For |
|---|---|---|
| Daniel Naroditsky | DanielNaroditsky | Educational streams, versatility |
| Chess Explained | chessexplained | Instructive commentary |
| Jose Martinez | Jospem | Well-rounded play |
📊 Training Dataset Stats
ℹ️ About Our Training
Our machine learning models are trained on thousands of games from these professional players. Each player was carefully selected to represent a specific playing style based on their historical games, known strengths, and chess community recognition.
When you analyze your games, we compare your patterns to these professionals to determine which style you most closely match. The analysis considers factors like piece activity, pawn structure, tactical complexity, position preferences, and more.