Comparison
agentops vs langfuse-java
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 langfuse-java if langfuse-java is an auto-generated Java client for Langfuse API that supports observability and monitoring of large language models in a self-hosted setup.
Markdown twin · agentops alternatives · langfuse-java alternatives
GraphCanon updated Sep 11, 2026
14views this month
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Trust & integrity
| Signal | agentops | langfuse-java |
|---|---|---|
| Maintenance | Steady (49d since push) As of Aug 14, 2026 · github_public_v1 | Very active (0d since push) As of Sep 11, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 14, 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
- langfuse-java
- Auto-generated Java Client for Langfuse API
Stars
- agentops
- 5.8k
- langfuse-java
- 73
Forks
- agentops
- 612
- langfuse-java
- 14
Open issues
- agentops
- 176
- langfuse-java
- 10
Language
- agentops
- Python
- langfuse-java
- Java
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- langfuse-java
- langfuse-java is an auto-generated Java client for Langfuse API that supports observability and monitoring of large language models in a self-hosted setup.
Persona
- agentops
- -
- langfuse-java
- -
Runtime
- agentops
- -
- langfuse-java
- -
License
- agentops
- MIT
- langfuse-java
- MIT
Last pushed
- agentops
- Jun 25, 2026
- langfuse-java
- Sep 10, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- langfuse-java
- Evaluation & Observability
Trust and health
Maintenance
- agentops
- Steady (60%)
- langfuse-java
- Very active (96%)
Days since push
- agentops
- 49d
- langfuse-java
- 0d
Open issues (now)
- agentops
- 176
- langfuse-java
- 10
Stars delta
- agentops
- Unknown
- langfuse-java
- +2 (30d)
Open issues delta
- agentops
- Unknown
- langfuse-java
- +2 (30d)
Full report
- agentops
- Trust report
- langfuse-java
- Trust report
Choose agentops if…
- agentops is primarily Python; langfuse-java is Java.
- 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 langfuse-java if…
- langfuse-java is primarily Java; agentops is Python.
- Tags unique to langfuse-java: analytics, java, langfuse, large-language-models.
- When your application development environment requires automatic integration with the Langfuse API through the use of Maven Central dependency management.
When NOT to use langfuse-java
- If you require a language-agnostic tool or do not wish to manage dependencies via Maven.
- In scenarios where the API's functionalities are too tailored for Langfuse-specific implementations, potentially lacking broader integrations that another competitor might offer directly in their SDK.
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 Aug 14, 2026
- GitHub forks (AgentOps-AI/agentops) · observed Aug 14, 2026
- Last push (AgentOps-AI/agentops) · observed Jun 25, 2026
- License file (MIT) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (langfuse/langfuse-java) · observed Sep 11, 2026
- GitHub forks (langfuse/langfuse-java) · observed Sep 11, 2026
- Last push (langfuse/langfuse-java) · observed Sep 10, 2026
- License file (MIT) · observed Sep 11, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agentops 5.8k · langfuse-java 73 (synced Aug 14, 2026).
Common questions
- What is the difference between agentops and langfuse-java?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. langfuse-java: Auto-generated Java Client for Langfuse API. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over langfuse-java?
- Choose agentops over langfuse-java when agentops is primarily Python; langfuse-java is Java; 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 langfuse-java over agentops?
- Choose langfuse-java over agentops when langfuse-java is primarily Java; agentops is Python; Tags unique to langfuse-java: analytics, java, langfuse, large-language-models; When your application development environment requires automatic integration with the Langfuse API through the use of Maven Central dependency management.
- 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 langfuse-java?
- If you require a language-agnostic tool or do not wish to manage dependencies via Maven. In scenarios where the API's functionalities are too tailored for Langfuse-specific implementations, potentially lacking broader integrations that another competitor might offer directly in their SDK.
- Is agentops or langfuse-java more popular on GitHub?
- agentops has more GitHub stars (5,771 vs 73). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and langfuse-java open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, langfuse-java: MIT).
- Where can I find alternatives to agentops or langfuse-java?
- GraphCanon lists graph-backed alternatives at agentops alternatives and langfuse-java alternatives (agentops markdown twin, langfuse-java 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 langfuse-java?
- agentops: Steady. langfuse-java: 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 langfuse-java?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; langfuse-java trust report.