--- title: "agentops vs astron-agent" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentops-ai-agentops-vs-iflytek-astron-agent" tools: ["agentops-ai-agentops", "iflytek-astron-agent"] --- # agentops vs astron-agent *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 astron-agent if enterprise-grade platform for building next-generation SuperAgents leveraging AI with support for low-code development and multi-agent orchestration. [agentops](https://agentops.ai) reports 5.8k GitHub stars, 625 forks, and 184 open issues, last pushed Jun 25, 2026. [astron-agent](http://astron.ai/) has 9.0k stars, 879 forks, and 47 open issues, last pushed Sep 10, 2026. Figures are from public GitHub metadata via [agentops's repository](https://github.com/AgentOps-AI/agentops) and [astron-agent's repository](https://github.com/iflytek/astron-agent). | | [agentops](/tools/agentops-ai-agentops.md) | [astron-agent](/tools/iflytek-astron-agent.md) | | --- | --- | --- | | Tagline | Python SDK for AI agent monitoring and LLM cost tracking | Enterprise-grade platform for building next-generation SuperAgents | | Stars | 5,830 | 9,002 | | Forks | 625 | 879 | | Open issues | 184 | 47 | | Language | Python | Java | | Adopt for | AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. | Enterprise-grade platform for building next-generation SuperAgents leveraging AI with support for low-code development and multi-agent orchestration. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents, Evaluation & Observability | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentops](/tools/agentops-ai-agentops.md) | [astron-agent](/tools/iflytek-astron-agent.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 86d | 4d | | Open issues (now) | 184 | 47 | | Stars delta | +59 (30d) | -239 (30d) | | Open issues delta | +8 (30d) | 0 (30d) | | Full report | [trust report](/tools/agentops-ai-agentops/trust.md) | [trust report](/tools/iflytek-astron-agent/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: astron-agent - **Adopt for:** Enterprise-grade platform for building next-generation SuperAgents leveraging AI with support for low-code development and multi-agent orchestration. ## Choose when ### Choose agentops if… - agentops is primarily Python; astron-agent is Java. - License: agentops is MIT, astron-agent is Apache-2.0. - Tags unique to agentops: ai-agents, benchmarking, cost-tracking. - Also covers Evaluation & Observability. - Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK ### Choose astron-agent if… - astron-agent is primarily Java; agentops is Python. - License: astron-agent is Apache-2.0, agentops is MIT. - Tags unique to astron-agent: agent, agentic-ai, enterprise-automation, low-code. - You need an enterprise automation task solution that supports both low-code development and multi-agent orchestration. ## 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 astron-agent - If your project does not align with an Apache-2.0 license requirement or if dependency on Java is not feasible within your tech stack. - For scenarios preferring native Python configurations over Docker-based setups for simplicity and direct management of low-code AI agent tasks. ## Common questions ### What is the difference between agentops and astron-agent? agentops: Python SDK for AI agent monitoring and LLM cost tracking. astron-agent: Enterprise-grade platform for building next-generation SuperAgents. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentops over astron-agent? Choose agentops over astron-agent when agentops is primarily Python; astron-agent is Java; License: agentops is MIT, astron-agent is Apache-2.0; Tags unique to agentops: ai-agents, benchmarking, cost-tracking; Also covers Evaluation & Observability; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK. ### When should I choose astron-agent over agentops? Choose astron-agent over agentops when astron-agent is primarily Java; agentops is Python; License: astron-agent is Apache-2.0, agentops is MIT; Tags unique to astron-agent: agent, agentic-ai, enterprise-automation, low-code; You need an enterprise automation task solution that supports both low-code development and multi-agent orchestration. ### 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 astron-agent? If your project does not align with an Apache-2.0 license requirement or if dependency on Java is not feasible within your tech stack. For scenarios preferring native Python configurations over Docker-based setups for simplicity and direct management of low-code AI agent tasks. ### Is agentops or astron-agent more popular on GitHub? astron-agent has more GitHub stars (9,002 vs 5,830). Stars measure visibility, not whether either tool fits your constraints. ### Are agentops and astron-agent open source? Yes - both are open-source projects on GitHub (agentops: MIT, astron-agent: Apache-2.0). ### Where can I find alternatives to agentops or astron-agent? GraphCanon lists graph-backed alternatives at [agentops alternatives](/tools/agentops-ai-agentops/alternatives) and [astron-agent alternatives](/tools/iflytek-astron-agent/alternatives) ([agentops markdown twin](/tools/agentops-ai-agentops/alternatives.md), [astron-agent markdown twin](/tools/iflytek-astron-agent/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-iflytek-astron-agent.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentops or astron-agent? agentops: Steady. astron-agent: Very active. 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 astron-agent? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentops trust report](/tools/agentops-ai-agentops/trust); [astron-agent trust report](/tools/iflytek-astron-agent/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/_