OpenAI recommends GPT-5.6 Sol Medium daily
OpenAI Codex team lead Thibault Sottiaux shared recommendations on using different tiers of the new GPT-5.6 Sol model, advising developers to use the Medium tier as their daily driver. He suggested upgrading to the Extra High tier for complex problems, and reserving the high-reasoning Ultra tier for top-tier needs due to its 5x to 10x higher token cost.
The introduction of distinct compute tiers like Medium, Extra High, and Ultra for a single model family indicates that the industry is pivoting toward runtime-compute scaling, forcing developers to balance accuracy against cost. Offering these tiers allows developers to choose the right level of reasoning depth for specific workflows, but the five- to ten-fold increase in token expenditure for the Ultra tier emphasizes that advanced agentic reasoning comes with a steep premium. Consequently, to optimize budgets, AI applications will increasingly need intelligent routing layers that escalate to higher-compute tiers only when cheaper ones fail.
DISCOVERED
1d ago
2026-07-10
PUBLISHED
1d ago
2026-07-10
RELEVANCE
AUTHOR
thsottiaux
