工具

免费 AI API 决策工具

在发送生产流量前，先估算成本、检查迁移、对比价格、分析账单、确认缓存安全、BYOK、路由健康、模型替代与调用凭证。

工具

先做诊断，再谈免费额度。

这些工具不会让匿名用户触发真实模型调用，适合已经在比较 AI API 成本、稳定性和可审计性的团队。

AI API 成本计算器Estimate monthly LLM API cost across input, output, batch, and cache assumptions.大模型成本计算器Estimate monthly LLM cost from token volume and per-model pricing before you ship.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.