Opening Sparring
Play against real moves from millions of Lichess games. The opponent picks moves weighted by how often they're played at your target rating, filtered to avoid outright blunders. When the opening book runs out, you can continue against Stockfish at equivalent strength.
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Book phase uses Lichess games near this rating. Stockfish phase uses depth 7.