AI 工程团队的协作层
根据功能和用途,为你挑选 12 款 Langtail 的替代工具。
| 排名 | 工具和标语 | 官方域名 | 月访问量 | 月度增长 (MoM) | 定价模式 | 主要市场 | 评分 | 比较 |
|---|---|---|---|---|---|---|---|---|
| ● |
| Langtail |
| langtail.com |
| 4213 |
| 382 (+10%) |
| 免费增值,付费 |
| 美国 |
| 4.4 |
| 概览 |
| 1 | PromptLayer | promptlayer.com | 8.59万 | -4176 (-4.6%) | 免费试用,定价请咨询 | 美国 | 4.5 | 比较 |
| 2 | Confident AI | confident-ai.com | 8.34万 | -2834 (-3.3%) | 免费增值,付费,定价请咨询 | 美国 | 4.5 | 比较 |
| 3 | Maxim AI | getmaxim.ai | 12.14万 | 1.11万 (+10%) | Contact for Pricing, Free Open Source | 印度 | 4.3 | 比较 |
| 4 | Athina AI | athina.ai | 6917 | 1213 (+21.3%) | 免费增值,定价请咨询 | 美国 | 4.4 | 比较 |
| 5 | KaneAI | testmuai.com | 90.13万 | 10.5万 (+13.2%) | 免费增值,付费,定价请咨询 | 美国 | 4.5 | 比较 |
| 6 | Future AGI | futureagi.com | 12.17万 | -1.03万 (-7.8%) | Freemium, Usage-based | 印度 | 4.4 | 比较 |
| 7 | PromptPoint | promptpoint.ai | 0 | 0 (0%) | 免费增值,付费,定价请咨询 | 全球 | 4.2 | 比较 |
| 8 | testRigor | testrigor.com | 10.59万 | -2948 (-2.7%) | 免费试用,定价请咨询,免费 | 美国 | 4.5 | 比较 |
| 9 | DeepSeek | deepseek.com | 3.73亿 | 1536.22万 (+4.3%) | 免费增值 | 中国 | 4.8 | 比较 |
| 10 | honeyhive.ai | honeyhive.ai | 8835 | -9754 (-52.5%) | 免费增值,定价请咨询 | 美国 | 4.4 | 比较 |
| 11 | Agenta | agenta.ai | 4.58万 | 1.04万 (+29.5%) | 免费增值 | 美国 | 4.4 | 比较 |
| 12 | Prompteams | prompteams.com | 0 | 0 (0%) | 免费增值,定价请咨询 | 全球 | 4.3 | 比较 |
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