| Price from | $40/mo | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | Yes | Yes |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 3 | 3 |
| Spec score · AI Agent Observability Tools | 9.3 (#2) | 8.1 (#18) |
| Spec score · Llm Monitoring | 9.2 (#2) | 8.1 (#14) |
| Framework integrations | The SDK integrates with CrewAI, AG2/AutoGen, Agno, LangGraph, OpenAI Agents SDK and other agent frameworks. | Supported frameworks include LangChain, LlamaIndex, CrewAI, Haystack, LiteLLM, Agno and OpenAI Agents. |
| Product | AgentOps describes itself as a developer platform for building AI agents and LLM apps, with observability for OpenAI, CrewAI, AutoGen, and 400+ LLMs and frameworks. | Traceloop describes its platform as a monitoring, debugging, and evaluation solution for LLM applications. |
| Rating on G2 | 0.0 out of 5 from 0 reviews | 5 out of 5 from 2 reviews. |
| 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. | Full-platform self-hosting uses Kubernetes with ClickHouse, Kafka, PostgreSQL and S3-compatible storage, including air-gapped deployments. |
| Support | Pro includes dedicated Slack and email support, while Enterprise adds SLA and Slack Connect. | The Enterprise plan includes dedicated Slack support, according to the pricing page. |
| What it does | AgentOps is a developer platform for tracing, debugging and deploying AI agents and LLM applications. | Traceloop monitors, evaluates, debugs and tests LLM applications and agents in production. |
