Comparison
agentops vs AssetOpsBench
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 AssetOpsBench if assetOpsBench is a specialized framework for developing and evaluating AI agents in Industry 4.0 contexts, with an emphasis on operations and maintenance scenarios including HVAC systems and IoT management.
Markdown twin · agentops alternatives · AssetOpsBench alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agentops | AssetOpsBench |
|---|---|---|
| Maintenance | Steady (49d since push) As of 1w · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- AssetOpsBench
- Framework for building and evaluating AI agents targeting Industry 4.0 asset operations
Stars
- agentops
- 5.8k
- AssetOpsBench
- 2.1k
Forks
- agentops
- 612
- AssetOpsBench
- 294
Open issues
- agentops
- 176
- AssetOpsBench
- 45
Language
- agentops
- Python
- AssetOpsBench
- Python
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- AssetOpsBench
- AssetOpsBench is a specialized framework for developing and evaluating AI agents in Industry 4.0 contexts, with an emphasis on operations and maintenance scenarios including HVAC systems and IoT management.
Persona
- agentops
- -
- AssetOpsBench
- -
Runtime
- agentops
- -
- AssetOpsBench
- -
License
- agentops
- MIT
- AssetOpsBench
- Apache-2.0
Last pushed
- agentops
- Jun 25, 2026
- AssetOpsBench
- Jul 26, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- AssetOpsBench
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- agentops
- Steady (60%)
- AssetOpsBench
- Very active (96%)
Days since push
- agentops
- 49d
- AssetOpsBench
- 0d
Open issues (now)
- agentops
- 176
- AssetOpsBench
- 45
Full report
- agentops
- Trust report
- AssetOpsBench
- Trust report
Shared compatibility
- Python · agentops: Python runtime · AssetOpsBench: Python runtime
Choose agentops if…
- License: agentops is MIT, AssetOpsBench is Apache-2.0.
- Tags unique to agentops: ai-agents, benchmarking, cost-tracking.
- 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 AssetOpsBench if…
- License: AssetOpsBench is Apache-2.0, agentops is MIT.
- Tags unique to AssetOpsBench: ai-for-physical-assets, condition-based-maintenance, hvac-maintenance, iot.
- When you need detailed evaluation frameworks for multiple types of AI agents operating in industry environments
When NOT to use AssetOpsBench
- If your project focus is on general-purpose AI outside the domain-specific context of industrial operations
- Do not use if you require real-time agent orchestration without any emphasis on condition-based or predictive maintenance in asset management
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 (IBM/AssetOpsBench) · observed Jul 27, 2026
- GitHub forks (IBM/AssetOpsBench) · observed Jul 27, 2026
- Last push (IBM/AssetOpsBench) · observed Jul 26, 2026
- License file (Apache-2.0) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agentops 5.8k · AssetOpsBench 2.1k (synced Aug 14, 2026).
Common questions
- What is the difference between agentops and AssetOpsBench?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. AssetOpsBench: Framework for building and evaluating AI agents targeting Industry 4.0 asset operations. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over AssetOpsBench?
- Choose agentops over AssetOpsBench when License: agentops is MIT, AssetOpsBench is Apache-2.0; Tags unique to agentops: ai-agents, benchmarking, cost-tracking; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK.
- When should I choose AssetOpsBench over agentops?
- Choose AssetOpsBench over agentops when License: AssetOpsBench is Apache-2.0, agentops is MIT; Tags unique to AssetOpsBench: ai-for-physical-assets, condition-based-maintenance, hvac-maintenance, iot; When you need detailed evaluation frameworks for multiple types of AI agents operating in industry environments.
- 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 AssetOpsBench?
- If your project focus is on general-purpose AI outside the domain-specific context of industrial operations Do not use if you require real-time agent orchestration without any emphasis on condition-based or predictive maintenance in asset management
- Is agentops or AssetOpsBench more popular on GitHub?
- agentops has more GitHub stars (5,771 vs 2,069). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and AssetOpsBench open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, AssetOpsBench: Apache-2.0).
- Where can I find alternatives to agentops or AssetOpsBench?
- GraphCanon lists graph-backed alternatives at agentops alternatives and AssetOpsBench alternatives (agentops markdown twin, AssetOpsBench 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 AssetOpsBench?
- agentops: Steady. AssetOpsBench: 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 AssetOpsBench?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; AssetOpsBench trust report.