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Why Claude Code Time Estimates Are Poor

Towards Data Science Eivind Kjosbakken August 28, 2026
Why Claude Code Time Estimates Are Poor
AI Summary— plain English for professionals

# Claude Struggles to Predict How Long Code Tasks Will Actually Take Claude, an AI assistant many professionals use for coding help, tends to underestimate how much time programming tasks will require. This happens because the AI doesn't fully account for real-world complications like debugging errors, integrating with existing systems, or unexpected technical hurdles. To get more accurate timelines, you'll need to add a buffer when Claude gives you time estimates or ask it to explain potential complications upfront.

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