AI SKILLS • COMPARISON
ChatGPT vs Claude: Choose by Workflow
Use the same task and evaluation criteria to compare outputs instead of assuming one model is always better.
Use a task-based comparison
Model capabilities and interfaces change frequently. Compare the tools on your actual task: instruction following, source handling, code quality, long-context work, output structure, latency, integrations and cost.
A fair comparison prompt
TASK: Explain this incident log to a junior technician.
REQUIREMENTS: facts vs assumptions; likely causes; next tests; escalation trigger.
FORMAT: 4 sections, under 600 words.
EVALUATE: correctness, clarity, unsupported claims, actionability.Cross-check workflow
For important work, one useful technique is to draft with one system and ask another to critique the reasoning against the original evidence. Do not assume agreement between models makes a claim true.