# PromptLayer 的替代工具

根据功能和用途，为 PromptLayer（月访问量 8.59万，免费试用，定价请咨询）匹配的 12 个替代工具。

关于 PromptLayer: AI 工程团队的协作层 — [工具详情（Markdown）](https://openaitools.app/zh/tool/promptlayer.md)

| # | 工具名称 | 月访问量 | 月度环比增长率 | 定价模式 | 简介 | 对比 |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Maxim AI](https://openaitools.app/zh/tool/maxim-ai) | 121,351 | +10% | Contact for Pricing, Free Open Source | Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, | [PromptLayer vs Maxim AI](https://openaitools.app/zh/compare/maxim-ai-vs-promptlayer.md) |
| 2 | [Arize AI](https://openaitools.app/zh/tool/arize-com) | 249,028 | +3.2% | 付费，定价请咨询 | 面向生产级 AI 的智能体可观测性、评估与持续改进平台 | [PromptLayer vs Arize AI](https://openaitools.app/zh/compare/arize-com-vs-promptlayer.md) |
| 3 | [honeyhive.ai](https://openaitools.app/zh/tool/honeyhive-ai) | 8,835 | -52.5% | 免费增值，定价请咨询 | 在生产环境观测、评估与监控 AI 代理 | [PromptLayer vs honeyhive.ai](https://openaitools.app/zh/compare/honeyhive-ai-vs-promptlayer.md) |
| 4 | [Agenta](https://openaitools.app/zh/tool/agenta) | 45,760 | +29.5% | 免费增值 | 用于构建、评估与部署 AI Agent 的开源工作空间 | [PromptLayer vs Agenta](https://openaitools.app/zh/compare/agenta-vs-promptlayer.md) |
| 5 | [Weights & Biases（CoreWeave Forge）](https://openaitools.app/zh/tool/prompts) | 315,624 | -80.2% | 免费增值，定价请咨询，免费 | 在互联环境中跟踪、评估并交付 AI 模型与智能体。 | [PromptLayer vs Weights & Biases（CoreWeave Forge）](https://openaitools.app/zh/compare/promptlayer-vs-prompts.md) |
| 6 | [Langtail](https://openaitools.app/zh/tool/langtail) | 4,213 | +10% | 免费增值，付费 | Langtail is a prompt management platform for product teams that lets engineers, PMs, and domain experts build, test, version, and deploy LLM prompts through a spreadsheet-like interface, with observab | [PromptLayer vs Langtail](https://openaitools.app/zh/compare/langtail-vs-promptlayer.md) |
| 7 | [Confident AI](https://openaitools.app/zh/tool/confident-ai) | 83,400 | -3.3% | 免费增值，付费，定价请咨询 | 在整个组织内统一 LLM 评估、可观测性与红队测试标准 | [PromptLayer vs Confident AI](https://openaitools.app/zh/compare/confident-ai-vs-promptlayer.md) |
| 8 | [Openlayer](https://openaitools.app/zh/tool/openlayer) | 48,415 | -6.4% | 免费增值，定价请咨询 | Openlayer is a platform that tests AI systems before release, monitors them in production, and enforces policy and compliance requirements across every model and agent your company runs. | [PromptLayer vs Openlayer](https://openaitools.app/zh/compare/openlayer-vs-promptlayer.md) |
| 9 | [Future AGI](https://openaitools.app/zh/tool/future-agi) | 121,741 | -7.8% | Freemium, Usage-based | 构建、模拟、评估并监控可自我改进的 AI 智能体 | [PromptLayer vs Future AGI](https://openaitools.app/zh/compare/future-agi-vs-promptlayer.md) |
| 10 | [HumanLayer](https://openaitools.app/zh/tool/humanlayer) | 63,865 | -33.4% | 免费增值 | 面向 AI 编码代理的多人协作控制平面 | [PromptLayer vs HumanLayer](https://openaitools.app/zh/compare/humanlayer-vs-promptlayer.md) |
| 11 | [Athina AI](https://openaitools.app/zh/tool/athina-ai) | 6,917 | +21.3% | 免费增值，定价请咨询 | 协作式 LLM 开发、测试与监控平台 | [PromptLayer vs Athina AI](https://openaitools.app/zh/compare/athina-ai-vs-promptlayer.md) |
| 12 | [Dify](https://openaitools.app/zh/tool/dify-ai) | 819,691 | -15% | 免费增值 | 构建、部署并治理可上生产的智能体 AI 工作流 | [PromptLayer vs Dify](https://openaitools.app/zh/compare/dify-ai-vs-promptlayer.md) |

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来源：https://openaitools.app/zh/alternatives/promptlayer

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