--- title: "agentops vs parea-sdk-py" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentops-ai-agentops-vs-parea-ai-parea-sdk-py" tools: ["agentops-ai-agentops", "parea-ai-parea-sdk-py"] --- # agentops vs parea-sdk-py *GraphCanon updated Sep 20, 2026* ## 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. [agentops](https://agentops.ai) reports 5.8k GitHub stars, 625 forks, and 184 open issues, last pushed Jun 25, 2026. [parea-sdk-py](https://docs.parea.ai/sdk/python) has 82 stars, 13 forks, and 59 open issues, last pushed Feb 13, 2025. Figures are from public GitHub metadata via [agentops's repository](https://github.com/AgentOps-AI/agentops) and [parea-sdk-py's repository](https://github.com/parea-ai/parea-sdk-py). | | [agentops](/tools/agentops-ai-agentops.md) | [parea-sdk-py](/tools/parea-ai-parea-sdk-py.md) | | --- | --- | --- | | Tagline | Python SDK for AI agent monitoring and LLM cost tracking | Python SDK for experimenting, testing, evaluating and monitoring LLM-powered applications. | | Stars | 5,830 | 82 | | Forks | 625 | 13 | | Open issues | 184 | 59 | | Language | Python | Python | | Adopt for | AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. | Parea SDK Py is a Python library specializing in LLM app development tasks such as experimentation, testing, evaluation, and monitoring. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents, Evaluation & Observability | Evaluation & Observability, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentops](/tools/agentops-ai-agentops.md) | [parea-sdk-py](/tools/parea-ai-parea-sdk-py.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Dormant (18%) | | Days since push | 86d | 572d | | Open issues (now) | 184 | 59 | | Stars delta | +59 (30d) | 0 (30d) | | Open issues delta | +8 (30d) | +1 (30d) | | Full report | [trust report](/tools/agentops-ai-agentops/trust.md) | [trust report](/tools/parea-ai-parea-sdk-py/trust.md) | ## Shared compatibility - **Python**: [agentops](/tools/agentops-ai-agentops.md) - Python runtime; [parea-sdk-py](/tools/parea-ai-parea-sdk-py.md) - Python runtime ## Decision facts: agentops - **Adopt for:** AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. ## Decision facts: parea-sdk-py - **Adopt for:** Parea SDK Py is a Python library specializing in LLM app development tasks such as experimentation, testing, evaluation, and monitoring. ## Choose when ### 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 ### 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 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 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 ## 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](/tools/agentops-ai-agentops/alternatives) and [parea-sdk-py alternatives](/tools/parea-ai-parea-sdk-py/alternatives) ([agentops markdown twin](/tools/agentops-ai-agentops/alternatives.md), [parea-sdk-py markdown twin](/tools/parea-ai-parea-sdk-py/alternatives.md)), 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](/compare/agentops-ai-agentops-vs-parea-ai-parea-sdk-py.md) 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](/tools/agentops-ai-agentops/trust); [parea-sdk-py trust report](/tools/parea-ai-parea-sdk-py/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agentops-ai-agentops`](/api/graphcanon/graph?tool=agentops-ai-agentops) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_