Agenta
The open-source LLM developer platform.
Overview
Agenta is an open-source tool designed to streamline the lifecycle of LLM application development. It allows developers to experiment with different prompts and models, evaluate their performance using various metrics, and deploy them with confidence. Its focus is on providing a simple, iterative workflow for building high-quality LLM-powered features.
✨ Key Features
- Prompt and Model Experimentation Playground
- Side-by-side Comparison of Outputs
- Evaluation using custom or standard metrics
- Test Set Management
- One-click Deployment
- Open Source and Self-hostable
🎯 Key Differentiators
- Simplicity and ease of use for the core developer workflow
- Completely open-source
- Focus on the experimentation and evaluation phase
Unique Value: Provides a simple, open-source, and self-hostable solution for the core loop of LLM development: experiment, evaluate, and deploy.
🎯 Use Cases (4)
✅ Best For
- Prompt Engineering and Experimentation
- LLM Evaluation
- Open-Source LLMOps
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Enterprise-level production monitoring
- Teams requiring extensive compliance and security features out-of-the-box
🏆 Alternatives
Agenta is often simpler and more focused on the pre-deployment workflow than more comprehensive platforms like LangSmith or Arize, making it easier to get started for pure experimentation.
💻 Platforms
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Live Chat
- ✓ Dedicated Support (Cloud tier)
💰 Pricing
Free tier: The open-source version is free to self-host.
🔄 Similar Tools in Humanloop Alternatives
Vellum
A platform for prompt engineering, versioning, testing, and monitoring LLM applications....
LangSmith
An observability and evaluation platform from the creators of the LangChain framework....
PromptLayer
A platform for tracking, managing, and sharing your GPT prompt engineering work....
Arize AI
An end-to-end platform for ML observability and performance monitoring, with strong support for LLMs...
Langfuse
An open-source platform for tracing, debugging, and analyzing the performance of LLM applications....
Portkey.ai
An AI gateway and observability suite to manage, monitor, and optimize LLM applications....