Comparison
agentops vs langflow
Verdict
Pick agentops when tags unique to agentops: agent, agentops, agents-sdk, ai; pick langflow when tags unique to langflow: agents, chatgpt, generative-ai, large-language-models.
Markdown twin · agentops alternatives · langflow alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | agentops | langflow |
|---|---|---|
| Maintenance | Active (20d since push) As of today · github_public_v1 | Very active (0d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No published findings from this source as of 2026-07-11 As of 3d · 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, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and Ca
- langflow
- Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
Stars
- agentops
- 5.7k
- langflow
- 152k
Forks
- agentops
- 608
- langflow
- 9.7k
Open issues
- agentops
- 172
- langflow
- 975
Language
- agentops
- Python
- langflow
- Python
Adopt for
- agentops
- -
- langflow
- Langflow specializes in creating and deploying AI agents and complex workflows through a versatile GUI-based approach.
Persona
- agentops
- -
- langflow
- -
Runtime
- agentops
- -
- langflow
- -
License
- agentops
- MIT
- langflow
- MIT
Last pushed
- agentops
- Jun 25, 2026
- langflow
- Jul 11, 2026
Categories
- agentops
- AI Agents, Inference & Serving, LLM Frameworks
- langflow
- AI Agents, Inference & Serving
Trust and health
Maintenance
- agentops
- Active (82%)
- langflow
- Very active (96%)
Days since push
- agentops
- 20d
- langflow
- 0d
Open issues (now)
- agentops
- 172
- langflow
- 975
OSV dependency advisories
- agentops
- No lockfile (source not queried)
- langflow
- No published findings from this source as of 2026-07-11
Full report
- agentops
- Trust report
- langflow
- Trust report
Shared compatibility
- Python · agentops: Python runtime · langflow: Python runtime
Choose agentops if…
- Tags unique to agentops: agent, agentops, agents-sdk, ai.
- Also covers LLM Frameworks.
- Leaner open-issue backlog (172).
When NOT to use agentops
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose langflow if…
- Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models.
- - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge.
- More GitHub stars (152k vs 5.7k) - visibility, not fit.
When NOT to use langflow
- - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow.
- - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot
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 Jul 15, 2026
- GitHub forks (AgentOps-AI/agentops) · observed Jul 15, 2026
- Last push (AgentOps-AI/agentops) · observed Jun 25, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (langflow-ai/langflow) · observed Jul 11, 2026
- GitHub forks (langflow-ai/langflow) · observed Jul 11, 2026
- Last push (langflow-ai/langflow) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agentops 5.7k · langflow 152k (synced Jul 15, 2026).
Common questions
- What is the difference between agentops and langflow?
- agentops: Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and Ca. langflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over langflow?
- Choose agentops over langflow when Tags unique to agentops: agent, agentops, agents-sdk, ai; Also covers LLM Frameworks; Leaner open-issue backlog (172).
- When should I choose langflow over agentops?
- Choose langflow over agentops when Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models; - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge; More GitHub stars (152k vs 5.7k) - visibility, not fit.
- When should I avoid agentops?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid langflow?
- - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow. - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot
- Is agentops or langflow more popular on GitHub?
- langflow has more GitHub stars (151,697 vs 5,710). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and langflow open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, langflow: MIT).
- Where can I find alternatives to agentops or langflow?
- GraphCanon lists graph-backed alternatives at agentops alternatives and langflow alternatives (agentops markdown twin, langflow 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 langflow?
- agentops: Active. langflow: 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 langflow?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; langflow trust report.