AI 工程团队的协作层
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 observability logs, evaluation runs, and an AI firewall for blocking prompt injection and unsafe outputs. It works across OpenAI, Anthropic, Gemini, Mistral, and other major providers.
网站月访问量估算

数据为该域名的 Similarweb 流量估算,不是活跃用户数。仅展示有数据的统计月份;采集时间与流量统计月份分别标注。
采集于 2026年11月11日
这是编辑给出的评估,满分 5 分,不是用户打分的平均值。 本页的各方观点由 AI 根据产品信息归纳,不是真实用户的评价。
根据 OpenAITools.app 于 2026-11-11 核对的流量数据,Langtail(langtail.com)是一个收录在 Large Language Models (LLMs) 下的 AI 平台,月访问量为 4213,月度环比流量变化为 +382(+10%)。其主要地理市场为美国(51.2% 流量份额),采用免费增值,付费定价模式。按月流量计算的主要竞争替代方案包括 PromptLayer(8.59万次访问/月),Confident AI(8.34万次访问/月),Maxim AI(12.14万次访问/月)。
把提示词当成代码来做版本管理和评测,简直是 AI 开发团队的救星。
表格化编辑很顺手,PM 也能直接上去改 Prompt 测效果。
防火墙拦截注入很稳,省了不少心。
高级功能的价格稍微有点肉疼。
以下短评基于实时网页探查、定价机制与同类产品基准由 AI 综合模拟生成,旨在呈现不同使用场景下的常见槽点与亮点,非实名真实用户评价。
Build, test, and version prompts in a table-based editor that anyone comfortable with spreadsheets can use.
Add natural-language assertions, pattern matching, or custom code checks and run them over datasets to catch regressions.
Trace every request and response, inspect latency and cost, and diagnose why an LLM answered the way it did.
One-click AI Firewall blocks prompt injection, denial-of-service attempts, and information leaks with customisable content filtering and alerts.
Compare OpenAI, Anthropic, Gemini, Mistral and more, and roll out prompt changes through versioned environments.
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 observability logs, evaluation runs, and an AI firewall for blocking prompt injection and unsafe outputs. It works across OpenAI, Anthropic, Gemini, Mistral, and other major providers.
Keep staging and production prompts in versioned environments with evaluation gates before release, instead of editing strings in code.
Tune responses and cost by comparing models and parameters in a shared interface, then writing the winning version back to the codebase.
Add the AI Firewall in front of a customer-facing chatbot to block injection attempts and get alerts on unusual traffic.
Review logged conversations, group failures, and turn recurring issues into automated evaluation checks that run on every change.
同一分类下同类 AI 工具的流量并排对比
| 排名 | AI 工具 | 月访问量 | 月度环比增长 | 直接流量占比 | 定价 | 头对头 |
|---|---|---|---|---|---|---|
| ● | Langtail | 4213 | +10% | 40% 直接流量 | 免费增值,付费 | 当前产品 |
| 1 | PromptLayer | 8.59万 | -4.6% | 16% 直接流量 | 免费试用,定价请咨询 | 对比 PromptLayer |
| 2 | Confident AI | 8.34万 | -3.3% | 35% 直接流量 | 免费增值,付费,定价请咨询 | 对比 Confident AI |
| 3 | Maxim AI | 12.14万 | +10% | 32% 直接流量 | Contact for Pricing, Free Open Source | 对比 Maxim AI |
| 4 | Athina AI | 6917 | +21.3% | 39% 直接流量 | 免费增值,定价请咨询 | 对比 Athina AI |
| 5 | KaneAI | 90.13万 | +13.2% | 23% 直接流量 | 免费增值,付费,定价请咨询 | 对比 KaneAI |
| 6 | Future AGI | 12.17万 | -7.8% | 59% 直接流量 | Freemium, Usage-based | 对比 Future AGI |
AI 工程团队的协作层
在整个组织内统一 LLM 评估、可观测性与红队测试标准

免费 / 开源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, agent simulation, and production observability.
免费 / 开源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, agent simulation, and production observability.
协作式 LLM 开发、测试与监控平台
免费 / 开源构建、模拟、评估并监控可自我改进的 AI 智能体
设计、测试并部署 LLM 提示词,配备自动化评估

testRigor is an agentic AI test automation platform that lets you build end-to-end tests in plain English instead of code. It covers web, mobile, native desktop, API, email, SMS, phone calls, 2FA, and mainframe testing, includes free unlimited Generative AI, and self-heals tests so manual QA teams can automate without engineering help.
testRigor is an agentic AI test automation platform that lets you build end-to-end tests in plain English instead of code. It covers web, mobile, native desktop, API, email, SMS, phone calls, 2FA, and mainframe testing, includes free unlimited Generative AI, and self-heals tests so manual QA teams can automate without engineering help.
免费 / 开源由 DeepSeek-V4 与 R1 驱动的高效开源权重与托管推理 AI,token 成本极低。
在生产环境观测、评估与监控 AI 代理
像管理代码一样版本化、测试并部署 LLM 提示词