Users switch for better creative writing and larger ecosystem. Gain: superior content creation, more integrations, better plugin ecosystem, more refined conversational output. Trade-off: higher API costs, US-based data handling, no self-hosting option.

Developers switch for better coding and reasoning. Gain: 80.9% on SWE-bench vs Codestral's 86.6% (but better multi-file), massive context window, safety-focused design. Trade-off: no open-weight models, no self-hosting, higher costs.

Cost-conscious teams switch for even lower prices. Gain: open-source models, competitive performance, very low API costs. Trade-off: China-based company (data concerns), smaller ecosystem, less enterprise support.

Self-hosters switch for truly open models. Gain: fully open weights, no usage restrictions, large community, can run locally. Trade-off: requires infrastructure setup, no managed service, less capable than frontier models.

Researchers switch for better citations. Gain: direct sources for every answer, excellent for fact-finding, cleaner research interface. Trade-off: no coding capabilities, no image generation, focused solely on search.