10x per generation on a task that requires actual long-horizon planning is something. Cowork personally surprises me a lot on what it can do in both good and bad ways. And TBH, sonnet cannot understand and follow large skill files nearly as good as opus. And Opus 1m context is
Opus vs Sonnet: Long-Horizon Planning and Context Window Capabilities
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