Comparison
agentops vs parea-sdk-py
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 parea-sdk-py if parea SDK Py is a Python library specializing in LLM app development tasks such as experimentation, testing, evaluation, and monitoring.
Markdown twin · agentops alternatives · parea-sdk-py alternatives
GraphCanon updated Sep 20, 2026
8views this month
vs
Trust & integrity
| Signal | agentops | parea-sdk-py |
|---|---|---|
| Maintenance | Steady (86d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (572d since push) As of Sep 9, 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 9, 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
- parea-sdk-py
- Python SDK for experimenting, testing, evaluating and monitoring LLM-powered applications.
Stars
- agentops
- 5.8k
- parea-sdk-py
- 82
Forks
- agentops
- 625
- parea-sdk-py
- 13
Open issues
- agentops
- 184
- parea-sdk-py
- 59
Language
- agentops
- Python
- parea-sdk-py
- Python
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- parea-sdk-py
- Parea SDK Py is a Python library specializing in LLM app development tasks such as experimentation, testing, evaluation, and monitoring.
Persona
- agentops
- -
- parea-sdk-py
- -
Runtime
- agentops
- -
- parea-sdk-py
- -
License
- agentops
- MIT
- parea-sdk-py
- Apache-2.0
Last pushed
- agentops
- Jun 25, 2026
- parea-sdk-py
- Feb 13, 2025
Categories
- agentops
- AI Agents, Evaluation & Observability
- parea-sdk-py
- Evaluation & Observability, Model Training
Trust and health
Maintenance
- agentops
- Steady (60%)
- parea-sdk-py
- Dormant (18%)
Days since push
- agentops
- 86d
- parea-sdk-py
- 572d
Open issues (now)
- agentops
- 184
- parea-sdk-py
- 59
Stars delta
- agentops
- +59 (30d)
- parea-sdk-py
- 0 (30d)
Open issues delta
- agentops
- +8 (30d)
- parea-sdk-py
- +1 (30d)
Full report
- agentops
- Trust report
- parea-sdk-py
- Trust report
Shared compatibility
- Python · agentops: Python runtime · parea-sdk-py: Python runtime
Choose agentops if…
- License: agentops is MIT, parea-sdk-py is Apache-2.0.
- 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 parea-sdk-py if…
- License: parea-sdk-py is Apache-2.0, agentops is MIT.
- Tags unique to parea-sdk-py: llm-eval, llm-evaluation, prompt-engineering.
- Also covers Model Training.
- For teams prioritizing metrics-driven benchmarking of prompt-engineered applications
When NOT to use parea-sdk-py
- If requiring a tool focused solely on model training without evaluation and monitoring features
- Teams that prefer frameworks exclusively tailored to non-LLM AI application development might find Parea SDK Py less suitable as it focuses heavily on LLM applications
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 (parea-ai/parea-sdk-py) · observed Sep 20, 2026
- GitHub forks (parea-ai/parea-sdk-py) · observed Sep 20, 2026
- Last push (parea-ai/parea-sdk-py) · observed Feb 13, 2025
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agentops 5.8k · parea-sdk-py 82 (synced Sep 20, 2026).
Common questions
- What is the difference between agentops and parea-sdk-py?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. parea-sdk-py: Python SDK for experimenting, testing, evaluating and monitoring LLM-powered applications.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over parea-sdk-py?
- Choose agentops over parea-sdk-py when License: agentops is MIT, parea-sdk-py is Apache-2.0; 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 parea-sdk-py over agentops?
- Choose parea-sdk-py over agentops when License: parea-sdk-py is Apache-2.0, agentops is MIT; Tags unique to parea-sdk-py: llm-eval, llm-evaluation, prompt-engineering; Also covers Model Training; For teams prioritizing metrics-driven benchmarking of prompt-engineered applications.
- 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 parea-sdk-py?
- If requiring a tool focused solely on model training without evaluation and monitoring features Teams that prefer frameworks exclusively tailored to non-LLM AI application development might find Parea SDK Py less suitable as it focuses heavily on LLM applications
- Is agentops or parea-sdk-py more popular on GitHub?
- agentops has more GitHub stars (5,830 vs 82). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and parea-sdk-py open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, parea-sdk-py: Apache-2.0).
- Where can I find alternatives to agentops or parea-sdk-py?
- GraphCanon lists graph-backed alternatives at agentops alternatives and parea-sdk-py alternatives (agentops markdown twin, parea-sdk-py 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 parea-sdk-py?
- agentops: Steady. parea-sdk-py: 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 parea-sdk-py?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; parea-sdk-py trust report.