Short: For long earnings calls and precise numeric extraction, Claude is better (built for long-context, careful analysis). Use ChatGPT for fast, standard summaries and easier integrations. Practical workflow: two-pass—(1) extract facts and quotes, (2) verify numbers against transcript or model check. Preserve tone by asking for "brief competitive-intel preserving speaker tone" and include source timestamps. Quick compare: Compare Claude and ChatGPT