Quantifying agentic gains, model over model

ClaudePlaysPokemon numbers: Opus 4.6 reached Victory Road in 30,600 steps against 4.5’s 206,000, an 85% reduction. Safari Zone solved in 13 attempts versus 41. The Mansion cleared in 3,000.

Long-horizon planning is still hard. The curve is steep.