Comparison
agentops vs gpu-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 gpu-telemetry if gpu-telemetry provides comprehensive GPU observability in Kubernetes and Slurm environments by tying hardware metrics to the workload causing them.
Markdown twin · agentops alternatives · gpu-telemetry alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | agentops | gpu-telemetry |
|---|---|---|
| Maintenance | Steady (86d since push) As of Sep 20, 2026 · github_public_v1 | Steady (39d 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 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
- gpu-telemetry
- GPU Observability with Workload Attribution
Stars
- agentops
- 5.8k
- gpu-telemetry
- 66
Forks
- agentops
- 625
- gpu-telemetry
- 8
Open issues
- agentops
- 184
- gpu-telemetry
- 5
Language
- agentops
- Python
- gpu-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.
- gpu-telemetry
- gpu-telemetry provides comprehensive GPU observability in Kubernetes and Slurm environments by tying hardware metrics to the workload causing them.
Persona
- agentops
- -
- gpu-telemetry
- -
Runtime
- agentops
- -
- gpu-telemetry
- -
License
- agentops
- MIT
- gpu-telemetry
- MIT
Last pushed
- agentops
- Jun 25, 2026
- gpu-telemetry
- Aug 2, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- gpu-telemetry
- Evaluation & Observability
Trust and health
Days since push
- agentops
- 86d
- gpu-telemetry
- 39d
Open issues (now)
- agentops
- 184
- gpu-telemetry
- 5
Stars delta
- agentops
- +59 (30d)
- gpu-telemetry
- +9 (30d)
Open issues delta
- agentops
- +8 (30d)
- gpu-telemetry
- 0 (30d)
Full report
- agentops
- Trust report
- gpu-telemetry
- Trust report
Shared compatibility
- Python · agentops: Python runtime · gpu-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 gpu-telemetry if…
- Tags unique to gpu-telemetry: amd, gpu-monitoring, intel-gaudi-base-operator, kubernetes.
- When monitoring NVIDIA, AMD, or Intel Gaudi GPUs in Kubernetes clusters.
- More recently updated (last pushed Aug 2, 2026).
When NOT to use gpu-telemetry
- If your infrastructure is not based on Kubernetes or Slurm.
- When you prefer tools that do not require per-node OTLP agents.
- For environments without support for NVIDIA, AMD, or Intel Gaudi GPUs.
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 (last9/gpu-telemetry) · observed Sep 20, 2026
- GitHub forks (last9/gpu-telemetry) · observed Sep 20, 2026
- Last push (last9/gpu-telemetry) · observed Aug 2, 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 on cards: agentops 5.8k · gpu-telemetry 66 (synced Sep 20, 2026).
Common questions
- What is the difference between agentops and gpu-telemetry?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. gpu-telemetry: GPU Observability with Workload Attribution. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over gpu-telemetry?
- Choose agentops over gpu-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 gpu-telemetry over agentops?
- Choose gpu-telemetry over agentops when Tags unique to gpu-telemetry: amd, gpu-monitoring, intel-gaudi-base-operator, kubernetes; When monitoring NVIDIA, AMD, or Intel Gaudi GPUs in Kubernetes clusters; More recently updated (last pushed Aug 2, 2026).
- 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 gpu-telemetry?
- If your infrastructure is not based on Kubernetes or Slurm. When you prefer tools that do not require per-node OTLP agents. For environments without support for NVIDIA, AMD, or Intel Gaudi GPUs.
- Is agentops or gpu-telemetry more popular on GitHub?
- agentops has more GitHub stars (5,830 vs 66). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and gpu-telemetry open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, gpu-telemetry: MIT).
- Where can I find alternatives to agentops or gpu-telemetry?
- GraphCanon lists graph-backed alternatives at agentops alternatives and gpu-telemetry alternatives (agentops markdown twin, gpu-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 gpu-telemetry?
- agentops: Steady. gpu-telemetry: 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 gpu-telemetry?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; gpu-telemetry trust report.