Comparison
agentops vs ax
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 ax if ax is an agent-first toolset for managing observability and memory aimed at AI coding agents like Claude Code and Codex, with a focus on local-first strong typing in TypeScript.
Markdown twin · agentops alternatives · ax alternatives
GraphCanon updated Sep 20, 2026
7views this month
Trust & integrity
| Signal | agentops | ax |
|---|---|---|
| Maintenance | Steady (86d since push) As of Sep 20, 2026 · github_public_v1 | Very active (1d since push) As of Sep 10, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal 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
- ax
- Agent experience layer with observability and memory for AI coding agents.
Stars
- agentops
- 5.8k
- ax
- 107
Forks
- agentops
- 625
- ax
- 13
Open issues
- agentops
- 184
- ax
- 35
Language
- agentops
- Python
- ax
- TypeScript
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- ax
- ax is an agent-first toolset for managing observability and memory aimed at AI coding agents like Claude Code and Codex, with a focus on local-first strong typing in TypeScript.
Persona
- agentops
- -
- ax
- -
Runtime
- agentops
- -
- ax
- -
License
- agentops
- MIT
- ax
- AGPL-3.0
Last pushed
- agentops
- Jun 25, 2026
- ax
- Sep 8, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- ax
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- agentops
- Steady (60%)
- ax
- Very active (96%)
Days since push
- agentops
- 86d
- ax
- 1d
Open issues (now)
- agentops
- 184
- ax
- 35
Stars delta
- agentops
- +59 (30d)
- ax
- +14 (30d)
Open issues delta
- agentops
- +8 (30d)
- ax
- +1 (30d)
Owner type
- agentops
- Organization
- ax
- User
Full report
- agentops
- Trust report
Choose agentops if…
- agentops is primarily Python; ax is TypeScript.
- License: agentops is MIT, ax is AGPL-3.0.
- Tags unique to agentops: benchmarking, cost-tracking.
- 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 ax if…
- ax is primarily TypeScript; agentops is Python.
- License: ax is AGPL-3.0, agentops is MIT.
- Tags unique to ax: agent-memory, agent-observability, bun, claude-code.
- For projects requiring detailed observability and memory management specific to AI-driven coding agents
When NOT to use ax
- Avoid if seeking a tool agnostic to AI-specific functionalities like those for Claude Code and Codex
- Not recommended when looking for solutions outside local-first approaches in TypeScript environment
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 (Necmttn/ax) · observed Sep 20, 2026
- GitHub forks (Necmttn/ax) · observed Sep 20, 2026
- Last push (Necmttn/ax) · observed Sep 8, 2026
- License file (AGPL-3.0) · 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 · ax 107 (synced Sep 20, 2026).
Common questions
- What is the difference between agentops and ax?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. ax: Agent experience layer with observability and memory for AI coding agents.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over ax?
- Choose agentops over ax when agentops is primarily Python; ax is TypeScript; License: agentops is MIT, ax is AGPL-3.0; Tags unique to agentops: benchmarking, cost-tracking; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK.
- When should I choose ax over agentops?
- Choose ax over agentops when ax is primarily TypeScript; agentops is Python; License: ax is AGPL-3.0, agentops is MIT; Tags unique to ax: agent-memory, agent-observability, bun, claude-code; For projects requiring detailed observability and memory management specific to AI-driven coding agents.
- 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 ax?
- Avoid if seeking a tool agnostic to AI-specific functionalities like those for Claude Code and Codex Not recommended when looking for solutions outside local-first approaches in TypeScript environment
- Is agentops or ax more popular on GitHub?
- agentops has more GitHub stars (5,830 vs 107). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and ax open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, ax: AGPL-3.0).
- Where can I find alternatives to agentops or ax?
- GraphCanon lists graph-backed alternatives at agentops alternatives and ax alternatives (agentops markdown twin, ax 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 ax?
- agentops: Steady. ax: 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 ax?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; ax trust report.