# Openlayer 根据 OpenAITools.app 于 2026-11-11 核对的流量数据，Openlayer（openlayer.com）是一个收录在 AI 测试下的 AI 平台，月访问量为 4.84万，月度环比流量变化为 -3303（-6.4%）。其主要地理市场为美国（44.1% 流量份额），采用免费增值，定价请咨询定价模式。按月流量计算的主要竞争替代方案包括 Maxim AI（12.14万次访问/月），Confident AI（8.34万次访问/月），Fiddler AI（4.42万次访问/月）。 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. ## 关键遥测与规格 | 指标 | 数值 | | :--- | :--- | | 工具名称 | Openlayer | | 标识 | openlayer | | Status | active | | Origin | independent | | Maintenance | active | | 官方域名 | openlayer.com | | 官网地址 | https://www.openlayer.com | | 分类 | AI 测试, AI 监控, Large Language Models (LLMs), AI Developer Tools, AI Workflow, AI 项目管理 | | 定价模式 | 免费增值，定价请咨询 | | 月访问量 | 48,415 | | 月度环比流量变化 | -3,303 | | 月度环比增长率 | -6.4% | | 主要市场 | 美国 | | 市场份额 | 44.1% | | 直接访问量 | 25,940 | | 自然搜索访问 | — | | 社交访问 | — | | 推荐访问 | 1,939 | | 邮件访问 | 451 | | 评价得分 | 4.4 | | 收藏数 | 1 | | 支持平台 | 网站 | | 计费平台 | | | 属性 | 功能: 网站; 定价: 免费增值; 定价: 定价请咨询 | | 标签 | AI 评估, 可观测性, AI 治理, 机器学习测试, AI 监控, LLMOps, MLOps, CI/CD, DevOps, 数据质量, AI 合规 | ## 概览 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. ## 定价与套餐 Openlayer offers a free Basic plan covering one member, five projects, 20,000 monthly requests, three months of data retention, the AI test library, CI/CD integration, observability, alerting, and community support. The Enterprise plan is custom-quoted and adds unlimited members and projects, role-based access control, SAML SSO, explainability, data annotation, custom retention, on-premise deployment, compliance reporting, a 99.99% SLA, and white-glove onboarding. ## 关键功能与能力 - **AI test library and custom evals:** Dozens of pre-built evaluations cover quality, safety, security, and performance, with LLM-as-a-judge scorers, session-level metrics, and support for writing your own custom tests against your own data. - **CI/CD regression testing:** Import a repository and run evaluation suites automatically on every change, benchmark each iteration, and block releases when a metric regresses beyond the threshold you define. - **Observability, tracing, and cost analytics:** Trace every request through multi-step agent workflows, including tool calls and retriever steps, with token counts, latency, cost per request, alerting integrations, and subpopulation analysis. - **Governance registry and lifecycle gates:** Register each AI system with an owner, purpose, data sensitivity, and risk tier, score inherent risk across multiple dimensions, and move systems through staged approval gates before they reach production. - **Compliance mapping and audit evidence:** Built-in frameworks such as the EU AI Act and NIST AI RMF turn policy into tracked rules, so you can see progress per project and export the evidence regulators and auditors ask for. ## 主要用例 - **Block regressions before release (ML and AI engineer):** Wire Openlayer's eval suite into your CI pipeline so every prompt, model, or retrieval change is benchmarked automatically and a quality or safety regression fails the build instead of reaching users. - **Get a real inventory of AI in use (AI platform lead):** Use automatic shadow-AI detection and a central registry to find every model, agent, and copilot running across departments, then assign owners and risk tiers so nothing runs unaccounted for. - **Produce audit-ready evidence (Risk and compliance officer):** Map systems to frameworks like the EU AI Act or NIST AI RMF, track rule completion per project, and export compliance reports when regulators, auditors, or customers ask how a system was controlled. - **Monitor live agents in production (Support and product operations):** Trace real conversations, watch toxicity, hallucination, and unauthorized tool-call metrics on a schedule, and get alerted when production quality drifts so you can fix it before customer impact grows. ## 优势 - Covers the full loop from pre-release testing to production monitoring and governance in one platform - Strong compliance and risk-mapping capability built for regulated industries - Generous free Basic plan makes evaluation tooling accessible to small teams - CI/CD integration lets quality gates block releases automatically - Enterprise options include on-premise deployment, SAML SSO, and a 99.99% SLA ## 局限 - Enterprise pricing is custom-quoted, so costs are not transparent up front - Compliance reporting and the deepest governance features sit behind the Enterprise plan - The breadth of layers can be a lot to adopt at once for teams that only need basic evals - Small free plan limits (one member, five projects) make it a try-it tier rather than a team plan ## 常见问题 ### What does Openlayer actually do? It is an AI governance and observability platform. Teams use it to inventory AI systems, register and risk-tier them, run evaluation suites before deployment, monitor live behavior in production, and generate compliance evidence for frameworks such as the EU AI Act. ### Is there a free plan? Yes. The Basic plan is free and includes one member, five projects, 20,000 requests per month, three months of data retention, the test library, CI/CD integration, observability, alerting, API access, and community support via Discord. ### How much does the Enterprise plan cost? Enterprise is custom-quoted rather than priced per seat. Cost depends on inference volume, deployment requirements such as on-premise or air-gapped hosting, security needs, and support level, so you discuss scope with the Openlayer team. ### Which models and frameworks does it support? Openlayer works across major LLM and agent stacks, integrates with common development kits and repository tooling, and includes evaluation templates and governance mappings for regulatory frameworks like the EU AI Act and risk frameworks such as NIST AI RMF. ### Can I self-host Openlayer? Yes, on-premise deployment is part of the Enterprise plan, which matters for organizations with strict data residency rules or air-gapped environments. ### Openlayer 的月流量和增长趋势如何？ Openlayer 目前每月获得 4.84万访问量，月度环比流量变化为 -3303（增长率 -6.4%）。其主要来源市场是美国（44.1% 份额），包括每月 2.59万次直接访问和每月 — 次自然搜索访问。 ### Openlayer 免费吗？它的定价模式是什么？ Openlayer 采用免费增值，定价请咨询定价模式。Openlayer offers a free Basic plan covering one member, five projects, 20,000 monthly requests, three months of data retention, the AI test library, CI/CD integration, observability, alerting, and community support. The Enterprise plan is custom-quoted and adds unlimited members and projects, role-based access control, SAML SSO, explainability, data annotation, custom retention, on-premise deployment, compliance reporting, a 99.99% SLA, and white-glove onboarding. 支持的计费和结账平台包括：未列出。 ### 2026 年 Openlayer 的最佳替代方案有哪些？ 基于 OpenAITools.app 的分类流量和功能契合度，Openlayer 的前五个替代方案是：1. Maxim AI（12.14万次访问/月）; 2. Confident AI（8.34万次访问/月）; 3. Fiddler AI（4.42万次访问/月）; 4. Arize AI（24.9万次访问/月）; 5. Future AGI（12.17万次访问/月）。 ### Openlayer 支持哪些平台和核心 AI 能力？ Openlayer 被归类在 AI 测试, AI 监控, Large Language Models (LLMs), AI Developer Tools 下，支持以下平台：网站，其核心能力标签包括：AI 评估, 可观测性, AI 治理, 机器学习测试, AI 监控, LLMOps。 ## 替代工具 | 工具名称 | 月访问量 | 定价模式 | 对比 | | :--- | :--- | :--- | :--- | | [Maxim AI](https://openaitools.app/zh/tool/maxim-ai) | 121,351 | Contact for Pricing, Free Open Source | [对比](https://openaitools.app/zh/compare/maxim-ai-vs-openlayer) | | [Confident AI](https://openaitools.app/zh/tool/confident-ai) | 83,400 | 免费增值，付费，定价请咨询 | [对比](https://openaitools.app/zh/compare/confident-ai-vs-openlayer) | | [Fiddler AI](https://openaitools.app/zh/tool/fiddler-ai) | 44,204 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/fiddler-ai-vs-openlayer) | | [Arize AI](https://openaitools.app/zh/tool/arize-com) | 249,028 | 付费，定价请咨询 | [对比](https://openaitools.app/zh/compare/arize-com-vs-openlayer) | | [Future AGI](https://openaitools.app/zh/tool/future-agi) | 121,741 | Freemium, Usage-based | [对比](https://openaitools.app/zh/compare/future-agi-vs-openlayer) | | [PromptLayer](https://openaitools.app/zh/tool/promptlayer) | 85,899 | 免费试用，定价请咨询 | [对比](https://openaitools.app/zh/compare/openlayer-vs-promptlayer) | | [Monitaur](https://openaitools.app/zh/tool/monitaur) | 4,463 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/monitaur-vs-openlayer) | | [Mindgard](https://openaitools.app/zh/tool/mindgard) | 153,455 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/mindgard-vs-openlayer) | | [honeyhive.ai](https://openaitools.app/zh/tool/honeyhive-ai) | 8,835 | 免费增值，定价请咨询 | [对比](https://openaitools.app/zh/compare/honeyhive-ai-vs-openlayer) | | [Credo AI](https://openaitools.app/zh/tool/credo-ai) | 34,027 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/credo-ai-vs-openlayer) | | [Athina AI](https://openaitools.app/zh/tool/athina-ai) | 6,917 | 免费增值，定价请咨询 | [对比](https://openaitools.app/zh/compare/athina-ai-vs-openlayer) | | [Middleware](https://openaitools.app/zh/tool/middleware) | 35,967 | 免费增值，定价请咨询 | [对比](https://openaitools.app/zh/compare/middleware-vs-openlayer) | ## 社区 Openlayer 社区：围绕 AI 测试、机器学习模型评估与可观测性的交流空间。 [Openlayer](https://discord.gg/t6wS2g6MMB) --- 来源：https://openaitools.app/zh/tool/openlayer