Comparison
agentops vs myscale-telemetry
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 myscale-telemetry if myScale Telemetry offers open-source observability specifically for LLM applications in Python, requiring additional tools like Grafana and ClickHouse.
Markdown twin · agentops alternatives · myscale-telemetry alternatives
GraphCanon updated Sep 20, 2026
16views this month
vs
Trust & integrity
| Signal | agentops | myscale-telemetry |
|---|---|---|
| Maintenance | Steady (86d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (616d since push) As of Sep 11, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 11, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No published findings from this source as of 2026-07-15 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
- myscale-telemetry
- Open-source observability for your LLM application
Stars
- agentops
- 5.8k
- myscale-telemetry
- 55
Forks
- agentops
- 625
- myscale-telemetry
- 7
Open issues
- agentops
- 184
- myscale-telemetry
- 4
Language
- agentops
- Python
- myscale-telemetry
- Python
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- myscale-telemetry
- MyScale Telemetry offers open-source observability specifically for LLM applications in Python, requiring additional tools like Grafana and ClickHouse.
Persona
- agentops
- -
- myscale-telemetry
- -
Runtime
- agentops
- -
- myscale-telemetry
- -
License
- agentops
- MIT
- myscale-telemetry
- MIT
Last pushed
- agentops
- Jun 25, 2026
- myscale-telemetry
- Jan 2, 2025
Categories
- agentops
- AI Agents, Evaluation & Observability
- myscale-telemetry
- Evaluation & Observability
Trust and health
Maintenance
- agentops
- Steady (60%)
- myscale-telemetry
- Dormant (18%)
Days since push
- agentops
- 86d
- myscale-telemetry
- 616d
Open issues (now)
- agentops
- 184
- myscale-telemetry
- 4
Stars delta
- agentops
- +59 (30d)
- myscale-telemetry
- 0 (30d)
Open issues delta
- agentops
- +8 (30d)
- myscale-telemetry
- 0 (30d)
OSV dependency advisories
- agentops
- No lockfile (source not queried)
- myscale-telemetry
- No published findings from this source as of 2026-07-15
Full report
- agentops
- Trust report
- myscale-telemetry
- Trust report
Shared compatibility
- Python · agentops: Python runtime · myscale-telemetry: Python runtime
Choose agentops if…
- Tags unique to agentops: ai-agents, benchmarking, cost-tracking.
- Also covers AI Agents.
- 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 myscale-telemetry if…
- Tags unique to myscale-telemetry: callback, langchain, llm-observability, monitoring.
- - You need to monitor the performance of your large language model (LLM) application and have it integrated with Grafana and ClickHouse data source.
- Leaner open-issue backlog (4).
When NOT to use myscale-telemetry
- - If you do not have the necessary infrastructure for Grafana and the ClickHouse data source, making it difficult to integrate MyScale Telemetry into your workflow.
- - You are looking for a solution without specific database dependencies; MyScale Telemetry requires a compatible database instance such as MyScaleDB or ClickHouse.
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 Sep 20, 2026
- GitHub forks (AgentOps-AI/agentops) · observed Sep 20, 2026
- Last push (AgentOps-AI/agentops) · observed Jun 25, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (myscale/myscale-telemetry) · observed Sep 20, 2026
- GitHub forks (myscale/myscale-telemetry) · observed Sep 20, 2026
- Last push (myscale/myscale-telemetry) · observed Jan 2, 2025
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agentops 5.8k · myscale-telemetry 55 (synced Sep 20, 2026).
Common questions
- What is the difference between agentops and myscale-telemetry?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. myscale-telemetry: Open-source observability for your LLM application. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over myscale-telemetry?
- Choose agentops over myscale-telemetry when Tags unique to agentops: ai-agents, benchmarking, cost-tracking; Also covers AI Agents; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK.
- When should I choose myscale-telemetry over agentops?
- Choose myscale-telemetry over agentops when Tags unique to myscale-telemetry: callback, langchain, llm-observability, monitoring; - You need to monitor the performance of your large language model (LLM) application and have it integrated with Grafana and ClickHouse data source; Leaner open-issue backlog (4).
- 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 myscale-telemetry?
- - If you do not have the necessary infrastructure for Grafana and the ClickHouse data source, making it difficult to integrate MyScale Telemetry into your workflow. - You are looking for a solution without specific database dependencies; MyScale Telemetry requires a compatible database instance such as MyScaleDB or ClickHouse.
- Is agentops or myscale-telemetry more popular on GitHub?
- agentops has more GitHub stars (5,830 vs 55). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and myscale-telemetry open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, myscale-telemetry: MIT).
- Where can I find alternatives to agentops or myscale-telemetry?
- GraphCanon lists graph-backed alternatives at agentops alternatives and myscale-telemetry alternatives (agentops markdown twin, myscale-telemetry 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 myscale-telemetry?
- agentops: Steady. myscale-telemetry: Dormant. 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 myscale-telemetry?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; myscale-telemetry trust report.