aiqbench analysis

This release focuses on tooling enhancements for the Anthropic API, specifically adding dynamic model list refreshing and pre-flight token cost estimation via the free counting endpoint. These features streamline developer workflows and optimize inference costs but do not introduce new fundamental AI research or architectural breakthroughs.