/ 工具 / 香港
免費 AI API 決策工具
在送出生產流量前，先估算成本、檢查遷移、比較價格、查看帳單、評估快取安全、BYOK、路由健康、替換風險與收據。
工具
先做診斷，再決定是否送出真實流量。
這些工具不會進行匿名模型呼叫，適合已在比較 AI API 成本、可靠性與可稽核性的香港團隊。
AI API 成本计算器Estimate monthly LLM API cost across input, output, batch, and cache assumptions.OpenAI 兼容迁移检测器Check OpenAI-compatible code and generate a NextModel migration.模型价格对比器Compare model price, context, source, and capabilities before routing traffic.AI API 账单分析器Analyze a local CSV or JSON bill for spend and optimization signals.Prompt 可缓存性检测器Classify prompts by exact, canonical, and semantic cache risk.缓存节省估算器Estimate safe savings from repeated request hashes.模型路由健康检测器Check primary and fallback fit from health and capabilities.BYOK 成本节省计算器Estimate BYOK governance and cache economics.模型替代风险检测器Estimate risk and savings when replacing a model.模型调用凭证验证器Verify a request receipt without exposing private request content.