Comparison
agentops vs latitude-llm
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 latitude-llm if latitude-LLM is an open-source AI monitoring platform that provides real-time observability capabilities for autonomous agents and large language models.
Markdown twin · agentops alternatives · latitude-llm alternatives
GraphCanon updated Sep 10, 2026
13views this month
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Trust & integrity
| Signal | agentops | latitude-llm |
|---|---|---|
| Maintenance | Steady (49d since push) As of Aug 14, 2026 · github_public_v1 | Very active (0d since push) As of Sep 10, 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 10, 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
- latitude-llm
- Open-source AI monitoring platform
Stars
- agentops
- 5.8k
- latitude-llm
- 4.6k
Forks
- agentops
- 612
- latitude-llm
- 387
Open issues
- agentops
- 176
- latitude-llm
- 61
Language
- agentops
- Python
- latitude-llm
- TypeScript
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- latitude-llm
- Latitude-LLM is an open-source AI monitoring platform that provides real-time observability capabilities for autonomous agents and large language models.
Persona
- agentops
- -
- latitude-llm
- developer harness
Runtime
- agentops
- -
- latitude-llm
- -
License
- agentops
- MIT
- latitude-llm
- Latitude-LLM offers its code under the MIT License, enabling developers to freely integrate, modify, and distribute the software provided they adhere to license terms.
Last pushed
- agentops
- Jun 25, 2026
- latitude-llm
- Sep 9, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- latitude-llm
- Evaluation & Observability
Trust and health
Maintenance
- agentops
- Steady (60%)
- latitude-llm
- Very active (96%)
Days since push
- agentops
- 49d
- latitude-llm
- 0d
Open issues (now)
- agentops
- 176
- latitude-llm
- 61
Stars delta
- agentops
- Unknown
- latitude-llm
- +65 (30d)
Open issues delta
- agentops
- Unknown
- latitude-llm
- -70 (30d)
Full report
- agentops
- Trust report
- latitude-llm
- Trust report
Choose agentops if…
- agentops is primarily Python; latitude-llm is TypeScript.
- 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 latitude-llm if…
- latitude-llm is primarily TypeScript; agentops is Python.
- Pricing: Latitude provides a freemium model with initial credits for monitoring capabilities without up-front costs..
- Tags unique to latitude-llm: agent-monitoring, ai-observability, llm-observability.
- latitude-llm ships Docker support for self-hosted deployment.
- When you require comprehensive error tracing specifically for LLMs (large language models) without the cost barriers, Latitude offers initial credits along with being MIT licensed.
When NOT to use latitude-llm
- Consider other platforms if you need more than the included 20K credits per month as additional costs may apply.
- If ease of use is paramount over advanced features or flexibility in deployment, Latitude might require a steeper learning curve and involve more setup effort.
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 (latitude-dev/latitude-llm) · observed Sep 10, 2026
- GitHub forks (latitude-dev/latitude-llm) · observed Sep 10, 2026
- Last push (latitude-dev/latitude-llm) · observed Sep 9, 2026
- License file (MIT) · observed Sep 10, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agentops 5.8k · latitude-llm 4.6k (synced Aug 14, 2026).
Common questions
- What is the difference between agentops and latitude-llm?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. latitude-llm: Open-source AI monitoring platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over latitude-llm?
- Choose agentops over latitude-llm when agentops is primarily Python; latitude-llm is TypeScript; 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 latitude-llm over agentops?
- Choose latitude-llm over agentops when latitude-llm is primarily TypeScript; agentops is Python; Pricing: Latitude provides a freemium model with initial credits for monitoring capabilities without up-front costs.; Tags unique to latitude-llm: agent-monitoring, ai-observability, llm-observability; latitude-llm ships Docker support for self-hosted deployment; When you require comprehensive error tracing specifically for LLMs (large language models) without the cost barriers, Latitude offers initial credits along with being MIT licensed.
- 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 latitude-llm?
- Consider other platforms if you need more than the included 20K credits per month as additional costs may apply. If ease of use is paramount over advanced features or flexibility in deployment, Latitude might require a steeper learning curve and involve more setup effort.
- Is agentops or latitude-llm more popular on GitHub?
- agentops has more GitHub stars (5,771 vs 4,633). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and latitude-llm open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, latitude-llm: MIT).
- Where can I find alternatives to agentops or latitude-llm?
- GraphCanon lists graph-backed alternatives at agentops alternatives and latitude-llm alternatives (agentops markdown twin, latitude-llm 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 latitude-llm?
- agentops: Steady. latitude-llm: 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 latitude-llm?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; latitude-llm trust report.