Agenta vs Opik
Agenta
agenta.ai
Opik
comet.comSide by side
| Figure | Agenta | Opik |
|---|---|---|
| Price from | $29/mo | $19/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | Yes | Yes |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 8 | 4 |
| Spec score · AI Agent Observability Tools | 9.3 (#1) | 8.8 (#7) |
| Spec score · Llm Monitoring | 9.3 (#1) | 8.7 (#8) |
| Spec score · AI LLM Observability Tools | 9.3 (#1) | 8.8 (#6) |
| Framework integrations | Official integration guides cover Agno, DSPy, Google ADK, LangChain, LangGraph, LlamaIndex, OpenAI Agents SDK, PydanticAI and Vercel AI SDK. | Named integrations include LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, Google ADK, OpenAI Agents, Semantic Kernel and many others. |
| Headquarters | Berlin, Germany | New York City, United States |
| Integrations | The documentation describes more than 1,000 integrations through built-in connectors, MCP servers and Composio. | The integration catalog covers TypeScript, Python, Java, .NET and Ruby ecosystems plus no-code tools and OpenTelemetry. |
| Provider integrations | Documented providers include OpenAI, Anthropic, Gemini, Mistral, Groq, MiniMax, Together AI, OpenRouter, Azure OpenAI, AWS Bedrock and Google Vertex AI. | Named model-provider integrations include Anthropic, Amazon Bedrock, Gemini, Cohere, DeepSeek, Fireworks, Groq, Mistral, Ollama, OpenAI and xAI. |
| Security and compliance | The Business cloud plan includes role-based access control, SSO, and a SOC 2 Type II report; Enterprise adds audit logs and custom security and legal terms. | Enterprise pricing lists SSO, service accounts, view-only users, flexible deployments and SOC 2, ISO 27001, ISO 9001, HIPAA and GDPR compliance. |
| Self-hosting | Self-hosting uses Docker and Docker Compose, with an optional Kubernetes Helm deployment documented separately. | Self-hosting exposes the full feature set but omits user-management features; local Docker installation is for getting started, while Kubernetes is the production deployment option. |
| Support | The Hobby and Pro plans list community support through GitHub Issues, while Business lists priority support and a private Slack Connect channel. | The pricing page lists community and self-service support across plans, email support for Pro and Enterprise, and dedicated support and SLAs for Enterprise. |
| System requirements | The local setup requires Docker and Docker Compose; insufficient Docker memory can cause the web container to restart. | The documented local setup assumes Git and Docker; Linux, macOS and Windows installation scripts are provided. |
| Tracing | Agenta records model and tool calls with token counts, latency, estimated costs, logs and errors. | The platform captures and visualizes multi-step agent execution, including LLM calls, tools and retrieval steps. |
| What it does | Agenta is a collaborative workspace for building AI agents and automations through chat, with cloud or self-hosted deployment. | Opik records agent interactions, retrieval, tool calls and model responses, then evaluates and monitors them across development, testing and production. |
Plans
Agenta
- HobbyFree
- Open sourceFree
- Pro$29 a month
- Business$299 a month
- EnterprisePriced on request
- Enterprise (Cloud)Priced on request
- Enterprise (self-hosted)Priced on request
- Enterprise self-hostedPriced on request
In their own words
Agenta
Agenta is an open-source workspace for teams building and automating AI coworkers. Teams can interact with agents in Slack or Telegram, start from templates for engineering, customer support, sales, company knowledge, and operations, and run them on a schedule or in response to events. Its observability tools include traces, logs, errors, version history, evaluations, and token usage with estimated model costs. Agenta connects with services such as Slack, Notion, GitHub, HubSpot, Google Drive, Linear, Zendesk, and Discord, and supports more than 1,000 integrations. Listed model providers include OpenAI, Anthropic, Gemini, Mistral, and others. Cloud Hobby is free and allows two team members and 5,000 runs monthly; runs stop at that limit. Pro costs $29 a month and includes 10,000 runs monthly, with extra runs priced at $5 per additional 10,000. Model-provider charges are separate. Self-hosting is available, with users operating the application, storage, runner, upgrades, and backups in their own infrastructure. A mobile app supports agent conversations, approvals, and workspace management.
Opik
Opik helps teams building applications or agents that call an LLM log actions and evaluate behavior across development, testing, and production. It captures and visualizes traces, supports annotation, and provides audit logs. Its evaluation tools include more than 30 metrics for outcomes such as answer relevance, context precision, task completion, and hallucination. In production, Opik can evaluate traces in real time, alert when criteria fail, and track token use and model costs. Test Suites offer pass/fail assertions, an Agent Playground supports end-to-end tests, and a Prompt Optimizer provides six algorithms. Core observability and evaluation features are available as open-source code for local use. Opik includes a REST API and Python client, with Python and TypeScript SDKs listed, and integrations with more than 40 frameworks, model providers, and gateways. Free Cloud allows up to 10 team members, 25,000 spans per month, and 60-day retention. Pro Cloud costs $19 a month and lists up to 50 team members and 100,000 spans monthly.