AgentOps vs Opik
AgentOps
agentops.ai
Opik
comet.comSide by side
| Figure | AgentOps | Opik |
|---|---|---|
| Price from | $40/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 | 3 | 4 |
| Spec score · LLM Observability Tools | 9.3 (#1) | 8.8 (#7) |
| Spec score · AI Agent Observability Tools | 9.3 (#2) | 8.8 (#7) |
| Spec score · Llm Monitoring | 9.2 (#2) | 8.7 (#8) |
| Documentation | Documentation includes quickstarts, integration guides, examples and self-hosting instructions. | Documentation includes feature guides, integration pages, self-hosting instructions, SDK references, REST API references, cookbooks and a changelog. |
| Enterprise security | The homepage lists SOC-2, HIPAA, and NIST AI RMF among Enterprise plan offerings. | The pricing page lists enterprise SSO and SOC 2, ISO 27001, ISO 9001, HIPAA, and GDPR compliance for the Enterprise plan. |
| Founded | LinkedIn and G2 list the company as founded in 2023. | 2017 |
| Framework integrations | The SDK integrates with CrewAI, AG2/AutoGen, Agno, LangGraph, OpenAI Agents SDK and other agent frameworks. | Named integrations include LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, Google ADK, OpenAI Agents, Semantic Kernel and many others. |
| Headquarters | Delray Beach, Florida, United States | New York City, United States |
| Provider integrations | The documentation lists Anthropic, Google Generative AI, OpenAI, LiteLLM, Watsonx, xAI, Mem0, and Memori integrations. | Named model-provider integrations include Anthropic, Amazon Bedrock, Gemini, Cohere, DeepSeek, Fireworks, Groq, Mistral, Ollama, OpenAI and xAI. |
| Rating on G2 | 0.0 out of 5 from 0 reviews | No rating; 0 reviews listed for Opik |
| Self-hosting | The repository documents running the full dashboard and API backend on a user's own machine, while the enterprise plan lists AWS, GCP and Azure self-hosting. | 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 | Pro includes dedicated Slack and email support, while Enterprise adds SLA and Slack Connect. | The pricing page lists community and self-service support across plans, email support for Pro and Enterprise, and dedicated support and SLAs for Enterprise. |
| What it does | AgentOps is a developer platform for tracing, debugging and deploying AI agents and LLM applications. | Opik records agent interactions, retrieval, tool calls and model responses, then evaluates and monitors them across development, testing and production. |
Plans
In their own words
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.