Compare the right things.
Pick two tools to inspect documented fit and unresolved questions. Different tool types are clearly labelled. This tool does not produce scores or an automatic winner.
Choose two different tools.
A focused coding decision
Claude Code vs Devin: repository work and supervision
A documentation-led decision guide, not a tested head-to-head.
Instinct vs Muse vs OpenAI dots: permissions, memory and retention