Hands-on tested · Updated 2026
Completely free - no payment needed.
Where it falls short
Some features require technical background
Agenta is an open-source LLMOps platform designed to help developers build, evaluate, and monitor production-grade LLM applications. Core Features: 1. Prompt Management: Agenta provides robust prompt management features to help developers create, edit, and manage prompt templates. 2. LLM Evaluation: The platform comes with various evaluation metrics to assess the performance of LLM models. 3. Observability: Agenta supports real-time monitoring of LLM application runtime states and provides detailed logging. 4. Integration Support: Agenta can be easily integrated with other tools...
From registration to actual use - step by step
Visit Agenta website to register. Agenta is an open-source LLM app development platform for building, testing, and deploying LLM-based applications.
Go to Sign UpClick "New App" in the Agenta console, choose a template (RAG, Chatbot, Text Classifier). Configure the LLM model and parameters, define input/output formats to generate the app scaffold.
Start with the "Prompt Sandbox" template to familiarize with prompt tuning before trying complex templates.
Use Agenta's experiment feature to create prompt variants and batch-evaluate on test datasets. Supports manual annotation and auto metrics (accuracy, BLEU) for version comparison.
Build an evaluation set of 20-50 typical cases to quickly distinguish prompt quality and avoid overfitting to single examples.
Deploy the best experiment version as a REST API with one click. After getting the endpoint, integrate it into your product. Agenta provides call logs, latency monitoring, and cost analysis.
Set rate limits and fallback responses in production to prevent LLM failures from affecting core business flows.
💡 Agenta is a software tool, not an AI model. To experience its full features, please visit the official website. You can also add it to your workflow below.
Agenta is suitable for building and monitoring various LLM applications such as chatbots, text generation, coding assistance, etc. It is particularly suitable for projects that require high customization and extensibility.
| Plan | Price | Best For |
|---|---|---|
| 免费版 | 免费 | 提示管理, LLM 评估 |
| 付费版 | 待定 | 高级监控, 优先支持 |
Prices are estimates. Visit website for current pricing.
Agenta's free tier offers comprehensive features that are sufficient for most users. For enterprise users needing more advanced features, the paid version may be considered. The specific price of the paid version has not been announced yet, but it is expected to include advanced monitoring, priority support, and customized services.
For open-source enthusiasts and small projects, Agenta is a tool worth trying. For enterprise users needing more advanced features, it is recommended to wait for the release of specific information about the paid version before making a decision.
Data Scientists: because Agenta offers powerful LLM evaluation and monitoring features; Machine Learning Engineers: because Agenta supports various LLM models and integrations; Developers: because Agenta provides flexible extensibility and integration options.
| Tool | Rating | Pricing | Best For |
|---|---|---|---|
| Agenta ★ | 0/5 | Free | Code |
Agenta's free tier offers comprehensive features that are sufficient for most users.
Agenta supports multiple platforms including Windows, Mac, and Linux.
Agenta has advantages in terms of feature comprehensiveness and ease of use compared to other LLMOps tools.
Agenta is suitable for use by data scientists, machine learning engineers, and developers.
Agenta offers a free tier; there is no need for a trial.
Agenta takes strict data security measures to ensure the safety of user data.
For open-source enthusiasts and small projects, Agenta is a tool worth trying.
Currently, Agenta only offers a free tier, so there is no need for a subscription to cancel.
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