How to choose an LLM
Start with the task, not the brand. Hard analysis, long documents and agentic coding reward the premium tiers. Drafting, summarizing and everyday questions are handled well by mid-tier models at a much lower price. Bulk classification and extraction are cheapest on small models. Whatever you choose, test it on a real piece of your own work and compare the result with what you would have produced.
How we evaluate
Most LLM comparisons rely on abstract benchmark scores. Our reviews focus on professional fit: what kind of work each model handles best, where it falls short, what it costs, and which of our profession pages recommend it. Pricing comes from vendor pricing pages. Read our editorial policy and benchmark methodology for details.
Want a direct comparison? Try Claude Opus 5.5 vs GPT-6 Astra, Claude Sonnet 5 vs GPT-6 Sol, or Claude Haiku 4.5 vs GPT-6 Luna.