Comparison
agentops vs astron-agent
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.
Markdown twin · agentops alternatives · astron-agent alternatives
GraphCanon updated Sep 14, 2026
12views this month
vs
Trust & integrity
| Signal | agentops | astron-agent |
|---|---|---|
| Maintenance | Steady (49d since push) As of Aug 14, 2026 · github_public_v1 | Very active (4d since push) As of Sep 14, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 14, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 14, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agentops
- Python SDK for AI agent monitoring and LLM cost tracking
- astron-agent
- Enterprise-grade platform for building next-generation SuperAgents
Stars
- agentops
- 5.8k
- astron-agent
- 9.0k
Forks
- agentops
- 612
- astron-agent
- 879
Open issues
- agentops
- 176
- astron-agent
- 47
Language
- agentops
- Python
- astron-agent
- Java
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- astron-agent
- Enterprise-grade platform for building next-generation SuperAgents leveraging AI with support for low-code development and multi-agent orchestration.
Persona
- agentops
- -
- astron-agent
- -
Runtime
- agentops
- -
- astron-agent
- -
License
- agentops
- MIT
- astron-agent
- Apache-2.0
Last pushed
- agentops
- Jun 25, 2026
- astron-agent
- Sep 10, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- astron-agent
- AI Agents
Trust and health
Maintenance
- agentops
- Steady (60%)
- astron-agent
- Very active (96%)
Days since push
- agentops
- 49d
- astron-agent
- 4d
Open issues (now)
- agentops
- 176
- astron-agent
- 47
Stars delta
- agentops
- Unknown
- astron-agent
- -239 (30d)
Open issues delta
- agentops
- Unknown
- astron-agent
- 0 (30d)
Full report
- agentops
- Trust report
- astron-agent
- Trust report
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
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
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AgentOps-AI/agentops) · observed Aug 14, 2026
- GitHub forks (AgentOps-AI/agentops) · observed Aug 14, 2026
- Last push (AgentOps-AI/agentops) · observed Jun 25, 2026
- License file (MIT) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (iflytek/astron-agent) · observed Sep 14, 2026
- GitHub forks (iflytek/astron-agent) · observed Sep 14, 2026
- Last push (iflytek/astron-agent) · observed Sep 10, 2026
- License file (Apache-2.0) · observed Sep 14, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agentops 5.8k · astron-agent 9.0k (synced Aug 14, 2026).
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 5,771). 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 and astron-agent alternatives (agentops markdown twin, astron-agent markdown twin), 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 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; astron-agent trust report.