Cost Control for DeepSeek, Qwen, Kimi, and MiniMax APIs
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DeepSeekQwenKimiMiniMaxLLM Cost
Chinese LLM APIs can be cost-effective, but only if usage is measured and routed carefully.
Cost levers
Use:
- model routing
- prompt length control
- output limits
- retry caps
- prompt caching when available
- quotas
- usage dashboards
Route by task
Send simple tasks to cheaper models, hard reasoning to DeepSeek, long documents to Kimi, broad workflows to Qwen, and conversational experiences to MiniMax.
Final thoughts
Cost control is a routing problem. Measure cost per successful task and adjust model mix continuously.