Agenta
Open-source LLMOps platform for prompt management, evaluation, and observability.
About Agenta
Agenta is a cutting-edge, open-source LLMOps platform designed to revolutionize prompt management, evaluation, and observability for large language models (LLMs). As AI continues to evolve in 2026, Agenta stands out by offering a comprehensive suite of tools that streamline workflows, centralize resources, and enhance collaboration among AI development teams. This platform addresses the inherent unpredictability of LLMs by facilitating quick iterations and feedback loops, ensuring that AI products are reliable and efficient. Agenta's infrastructure supports teams in transitioning from scattered workflows to structured processes, embodying best practices in LLMOps. With features like a unified playground for prompt and model comparison, automated evaluation processes, and robust observability tools, Agenta empowers teams to debug with precision and gather actionable insights. Whether you're a product manager, developer, or domain expert, Agenta provides a collaborative environment to experiment, compare, and refine AI prompts, making it an indispensable tool for building next-generation LLM applications. In a landscape filled with competitors like Warestack, Opsera, and TraceRoot AI, Agenta's unique approach to LLMOps positions it as a leader in the industry, offering unparalleled value to its users.
Agenta Key Features
- Prompt management system for organizing and versioning prompts.
- Evaluation tools for assessing LLM performance and accuracy.
- Observability dashboards for monitoring LLM application metrics.
- Collaboration tools for team members to share and discuss prompts.
- Integration capabilities with existing LLM frameworks and tools.
Agenta Pricing Plans (2026)
Free
- Unlimited prompts
- 2 seats included
- 20 evaluations/month
- 5k traces/month
- Community support
- Limited to 2 users
- 14 days retention period
Pro
- 3 seats included
- Unlimited evaluations
- 10k traces/month
- In-app support
- 90 days retention period
- Additional seats cost $20 each
- Up to 10 users
Business
- Unlimited seats
- 1M traces/month
- Role-based access control
- Private Slack channel
- 365 days retention period
- Additional traces cost $5 per 10k
Enterprise
- Everything from Business
- Custom retention periods
- Dedicated support
- Self-hosted deployment options
- Custom pricing based on requirements
Agenta Pros
- + Comprehensive suite of tools for LLMOps best practices.
- + Facilitates collaboration among diverse team members.
- + Automated evaluation processes increase efficiency.
- + Model agnostic, allowing flexibility in model selection.
- + Robust observability tools enhance debugging capabilities.
- + Centralized platform streamlines workflows.
Agenta Cons
- − May require a learning curve for new users unfamiliar with LLMOps.
- − Initial setup can be complex for smaller teams.
- − Some advanced features may be limited to higher pricing tiers.
- − Customization options might be overwhelming for basic users.
- − Integration with existing systems may require additional configuration.
Agenta Use Cases
What Makes Agenta Unique
Open-Source Platform
Agenta's open-source nature allows for customization and community-driven improvements, setting it apart from proprietary solutions.
Integrated LLMOps Tools
The integration of prompt management, evaluation, and observability in one platform provides a holistic approach to LLM development.
Model Agnostic Flexibility
Agenta's ability to work with any model provider without vendor lock-in offers unparalleled flexibility for users.
Comprehensive Collaboration Features
The platform's focus on collaboration among diverse team members enhances productivity and innovation.
Robust Observability
Agenta's advanced observability tools allow for precise debugging and performance monitoring, ensuring high-quality AI outputs.
Who's Using Agenta
Technology Companies
Tech companies use Agenta to streamline their AI development processes, enhancing collaboration and improving model reliability.
Educational Institutions
Universities and colleges incorporate Agenta into their curriculum to provide students with practical experience in LLMOps.
AI Startups
Startups in the AI space utilize Agenta to accelerate their development cycles and bring innovative products to market faster.
Enterprise Businesses
Large businesses adopt Agenta to manage and optimize their AI-driven solutions, ensuring they meet organizational needs.
Research Organizations
Research institutions employ Agenta to conduct experiments and validate AI models, contributing to advancements in AI technology.
How We Rate Agenta
Agenta vs Competitors
Agenta vs Warestack
Warestack offers similar LLMOps capabilities but lacks the open-source flexibility of Agenta. While both platforms provide robust prompt management and evaluation tools, Agenta's collaborative features and model-agnostic approach give it an edge.
- + Open-source flexibility
- + Comprehensive collaboration features
- + Model agnostic
- + Robust observability tools
- − Warestack may offer simpler setup
- − Potentially more straightforward for small teams
Agenta Frequently Asked Questions (2026)
What is Agenta?
Agenta is an open-source LLMOps platform designed for prompt management, evaluation, and observability in AI applications.
How much does Agenta cost in 2026?
Agenta offers a free tier, with Pro starting at $49/month and Business at $399/month. Enterprise pricing is available on request.
Is Agenta free?
Yes, Agenta offers a free tier with limited features suitable for hobbyists and small teams.
Is Agenta worth it in 2026?
Agenta provides significant value with its comprehensive LLMOps tools, especially for teams looking to streamline AI development.
Best Agenta alternatives in 2026?
Alternatives include Warestack, Opsera, TraceRoot AI, Zuzia.app, and Calmo.
Agenta vs competitors in 2026?
Agenta stands out with its open-source model, integrated LLMOps tools, and collaborative features.
How to get started with Agenta?
Users can start by signing up for a free account and exploring the platform's documentation and tutorials.
What platforms does Agenta support?
Agenta supports integration with various LLM providers and popular AI development tools.
Is Agenta safe and secure?
Agenta offers essential security features, with advanced options available for enterprise users.
Who should use Agenta?
Agenta is ideal for AI development teams, product managers, educational institutions, startups, and enterprises.
What's new in Agenta 2026?
Agenta 2026 includes enhanced collaboration features, improved observability tools, and expanded integration capabilities.
How does Agenta compare to alternatives?
Agenta offers a unique open-source platform with comprehensive LLMOps tools, setting it apart from proprietary solutions.
Agenta on Hacker News
Agenta Company
Agenta Quick Info
- Pricing
- Open Source
- Upvotes
- 180
- Added
- January 3, 2026
Agenta Is Best For
- AI Development Teams
- Product Managers
- Educational Institutions
- AI Startups
- Enterprise Businesses
Agenta Integrations
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