Token cost crisis and cost-control tools surge

Persistent high inference costs drive new tools like Ramp LLM router, LangWatch Claude Code tracker, Webhound, and Termexo (Windows workbench with token burn alerting). Enterprises seek to optimize spend as 1 in 4 AI dollars is wasted. DeepSeek V4 Flash offers competitive pricing.