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Set output_config.effort to control how many tokens Claude spends. Defaults differ by model, and changing it mid-conversation breaks prompt caching.

Nov 8, 20264 min read

ResearchExplainer

Fine-tuning shapes how a model behaves using your examples. OpenAI's docs say to try prompting first, and its platform is closing to new users.

Nov 8, 20263 min read

ResearchExplainer

A reasoning model writes hidden working before its answer. That helps on multi-step problems and costs output tokens you never see.

Nov 8, 20263 min read

ReviewsComparison

Perplexity sells cited search answers with a $200 Max tier. Grok sells models, X and Cursor agents from $8 to $200 a month.

Nov 8, 20263 min read

AppsExplainer

Grok Bot has no price of its own. It comes with the Premium, Super and Ultra tiers of The X Subscription and draws on one shared weekly usage pool.

Nov 8, 20263 min read

AI ToolsExplainer

Mistral's open-source coding agent runs in your terminal, with a free tier, paid plans from $14.99 a month, or your own API key.

Nov 8, 20265 min read