
Agenta
8.0#2 in ai prompt generatorsFrom $29 a monthFree planWebAPISelf-hosted
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| Fact | Agenta | LangWatch |
|---|---|---|
| Framework integrations | Official integration guides cover Agno, DSPy, Google ADK, LangChain, LangGraph, LlamaIndex, OpenAI Agents SDK, PydanticAI and Vercel AI SDK. | Framework support includes OpenAI Agents, LangGraph, LangChain, CrewAI, Pydantic AI, Agno, Mastra, Vercel AI SDK, Google ADK, LangFlow and Flowise. |
| Headquarters | Berlin, Germany | Amsterdam |
| Integrations | The documentation describes more than 1,000 integrations through built-in connectors, MCP servers and Composio. | Official integrations cover OpenAI, Anthropic, Google Gemini, Bedrock, Azure OpenAI, Vertex AI, Groq, Ollama and LiteLLM. |
| Licence | The public GitHub repository describes Agenta as open source under the MIT License. | The core platform is Apache 2.0; enterprise modules require a commercial production licence and the SDKs are MIT licensed. |
| Observability | The pricing page lists traces for agent runs, execution logs and errors, version history, evaluations, and token usage with estimated model costs. | Tracing captures nested agent spans, sessions, users, token usage, cost, topics and multimodal payloads. |
| Product | Agenta describes itself as an open-source workspace for AI coworkers that teams can build, use, and automate. | LangWatch describes itself as an AI agent engineering platform for helping teams ship reliable agents to production. |
| Self-hosting | Self-hosting uses Docker and Docker Compose, with an optional Kubernetes Helm deployment documented separately. | Self-hosting is available with a Node.js command for local use and Docker, Kubernetes/Helm or VPC deployment options. |
| Support | The Hobby and Pro plans list community support through GitHub Issues, while Business lists priority support and a private Slack Connect channel. | Developer users receive GitHub and Discord community support, while Growth includes private Slack or Teams support. |
| System requirements | The local setup requires Docker and Docker Compose; insufficient Docker memory can cause the web container to restart. | The self-host command requires Node.js 24 or newer on macOS or glibc-based Linux. |
Agenta suits teams building and operating AI agents across connected work tools. It may also fit users who need self-hosting and can manage deployment, storage, upgrades, and backups themselves.
LangWatch suits AI teams shipping agents, including developers, product owners, QA, and domain experts working on evaluation workflows. Teams can choose managed cloud, self-hosted, or hybrid deployment.