--- title: "agentops vs agent-prism" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentops-ai-agentops-vs-evilmartians-agent-prism" tools: ["agentops-ai-agentops", "evilmartians-agent-prism"] --- # agentops vs agent-prism *GraphCanon updated Sep 20, 2026* ## Verdict Pick agentops if agentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage; pick agent-prism if agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities. [agentops](https://agentops.ai) reports 5.8k GitHub stars, 625 forks, and 184 open issues, last pushed Jun 25, 2026. [agent-prism](https://storybook.agent-prism.evilmartians.io/?utm_source=github&utm_medium=social) has 390 stars, 23 forks, and 15 open issues, last pushed Jul 27, 2026. Figures are from public GitHub metadata via [agentops's repository](https://github.com/AgentOps-AI/agentops) and [agent-prism's repository](https://github.com/evilmartians/agent-prism). | | [agentops](/tools/agentops-ai-agentops.md) | [agent-prism](/tools/evilmartians-agent-prism.md) | | --- | --- | --- | | Tagline | Python SDK for AI agent monitoring and LLM cost tracking | React components for visualizing traces from AI agents | | Stars | 5,830 | 390 | | Forks | 625 | 23 | | Open issues | 184 | 15 | | Language | Python | TypeScript | | Adopt for | AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. | Agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents, Developer Tools, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentops](/tools/agentops-ai-agentops.md) | [agent-prism](/tools/evilmartians-agent-prism.md) | | --- | --- | --- | | Days since push | 86d | 44d | | Open issues (now) | 184 | 15 | | Stars delta | +59 (30d) | +10 (30d) | | Open issues delta | +8 (30d) | 0 (30d) | | Full report | [trust report](/tools/agentops-ai-agentops/trust.md) | [trust report](/tools/evilmartians-agent-prism/trust.md) | ## Decision facts: agentops - **Adopt for:** AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. ## Decision facts: agent-prism - **Adopt for:** Agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities. ## Choose when ### Choose agentops if… - agentops is primarily Python; agent-prism is TypeScript. - Tags unique to agentops: benchmarking, cost-tracking. - Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK ### Choose agent-prism if… - agent-prism is primarily TypeScript; agentops is Python. - Tags unique to agent-prism: ai-monitoring, component-library, distributed-tracing, generative-ai. - Also covers Developer Tools. - If your project uses TypeScript and React for front-end development, and you need to monitor AI agent behavior effectively without reinventing the UI wheel. ## When NOT to use agentops - If specific integration support is needed for frameworks not listed including Autogen AG2 CamelAI - In case self-hosting of components is impractical due to resource constraints ## When NOT to use agent-prism - Consider other options if your project does not use TypeScript since adapting libraries specifically tailored for TypeScript might introduce unnecessary complexity. - If real-time dynamic updates are critical and the current data handling mechanisms of agent-prism do not meet these requirements, look elsewhere. ## Common questions ### What is the difference between agentops and agent-prism? agentops: Python SDK for AI agent monitoring and LLM cost tracking. agent-prism: React components for visualizing traces from AI agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentops over agent-prism? Choose agentops over agent-prism when agentops is primarily Python; agent-prism is TypeScript; Tags unique to agentops: benchmarking, cost-tracking; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK. ### When should I choose agent-prism over agentops? Choose agent-prism over agentops when agent-prism is primarily TypeScript; agentops is Python; Tags unique to agent-prism: ai-monitoring, component-library, distributed-tracing, generative-ai; Also covers Developer Tools; If your project uses TypeScript and React for front-end development, and you need to monitor AI agent behavior effectively without reinventing the UI wheel. ### When should I avoid agentops? If specific integration support is needed for frameworks not listed including Autogen AG2 CamelAI In case self-hosting of components is impractical due to resource constraints ### When should I avoid agent-prism? Consider other options if your project does not use TypeScript since adapting libraries specifically tailored for TypeScript might introduce unnecessary complexity. If real-time dynamic updates are critical and the current data handling mechanisms of agent-prism do not meet these requirements, look elsewhere. ### Is agentops or agent-prism more popular on GitHub? agentops has more GitHub stars (5,830 vs 390). Stars measure visibility, not whether either tool fits your constraints. ### Are agentops and agent-prism open source? Yes - both are open-source projects on GitHub (agentops: MIT, agent-prism: MIT). ### Where can I find alternatives to agentops or agent-prism? GraphCanon lists graph-backed alternatives at [agentops alternatives](/tools/agentops-ai-agentops/alternatives) and [agent-prism alternatives](/tools/evilmartians-agent-prism/alternatives) ([agentops markdown twin](/tools/agentops-ai-agentops/alternatives.md), [agent-prism markdown twin](/tools/evilmartians-agent-prism/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/agentops-ai-agentops-vs-evilmartians-agent-prism.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentops or agent-prism? agentops: Steady. agent-prism: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for agentops and agent-prism? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentops trust report](/tools/agentops-ai-agentops/trust); [agent-prism trust report](/tools/evilmartians-agent-prism/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agentops-ai-agentops`](/api/graphcanon/graph?tool=agentops-ai-agentops) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_