Comparison
agentops vs heron
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 heron if an open-source network traffic analysis tool for monitoring the performance of LLMs and AI agents without requiring SDK changes.
Markdown twin · agentops alternatives · heron alternatives
GraphCanon updated Sep 20, 2026
9views this month
Trust & integrity
| Signal | agentops | heron |
|---|---|---|
| Maintenance | Steady (86d since push) As of Sep 20, 2026 · github_public_v1 | Active (23d since push) As of Sep 11, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 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
- heron
- Performance monitoring tool for LLM APIs and AI agents
Stars
- agentops
- 5.8k
- heron
- 101
Forks
- agentops
- 625
- heron
- 10
Open issues
- agentops
- 184
- heron
- 3
Language
- agentops
- Python
- heron
- Rust
Adopt for
- agentops
- AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage.
- heron
- An open-source network traffic analysis tool for monitoring the performance of LLMs and AI agents without requiring SDK changes.
Persona
- agentops
- -
- heron
- -
Runtime
- agentops
- -
- heron
- -
License
- agentops
- MIT
- heron
- Apache-2.0
Last pushed
- agentops
- Jun 25, 2026
- heron
- Aug 18, 2026
Categories
- agentops
- AI Agents, Evaluation & Observability
- heron
- Evaluation & Observability
Trust and health
Maintenance
- agentops
- Steady (60%)
- heron
- Active (82%)
Days since push
- agentops
- 86d
- heron
- 23d
Open issues (now)
- agentops
- 184
- heron
- 3
Stars delta
- agentops
- +59 (30d)
- heron
- +27 (30d)
Open issues delta
- agentops
- +8 (30d)
- heron
- 0 (30d)
Full report
- agentops
- Trust report
- heron
- Trust report
Choose agentops if…
- agentops is primarily Python; heron is Rust.
- License: agentops is MIT, heron 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 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 heron if…
- heron is primarily Rust; agentops is Python.
- License: heron is Apache-2.0, agentops is MIT.
- Tags unique to heron: agentic-ai, ai-agent-development, libpcap, llm-monitoring.
- When you need a provider-side solution that does not require altering existing codebases or SDKs to monitor performance metrics.
When NOT to use heron
- When the need is for an in-agent monitoring tool rather than a network packet-based solution, as Heron operates on traffic.
- In environments where live capture requires administrative privileges that are not available to the user performing the installation.
- For real-time performance insights without prior deployment because Heron involves a setup phase and typically uses pre-collected `.pcap` files.
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 (Netis/heron) · observed Sep 20, 2026
- GitHub forks (Netis/heron) · observed Sep 20, 2026
- Last push (Netis/heron) · observed Aug 18, 2026
- License file (Apache-2.0) · 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 · heron 101 (synced Sep 20, 2026).
Common questions
- What is the difference between agentops and heron?
- agentops: Python SDK for AI agent monitoring and LLM cost tracking. heron: Performance monitoring tool for LLM APIs and AI agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentops over heron?
- Choose agentops over heron when agentops is primarily Python; heron is Rust; License: agentops is MIT, heron 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 heron over agentops?
- Choose heron over agentops when heron is primarily Rust; agentops is Python; License: heron is Apache-2.0, agentops is MIT; Tags unique to heron: agentic-ai, ai-agent-development, libpcap, llm-monitoring; When you need a provider-side solution that does not require altering existing codebases or SDKs to monitor performance metrics.
- 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 heron?
- When the need is for an in-agent monitoring tool rather than a network packet-based solution, as Heron operates on traffic. In environments where live capture requires administrative privileges that are not available to the user performing the installation. For real-time performance insights without prior deployment because Heron involves a setup phase and typically uses pre-collected
.pcapfiles. - Is agentops or heron more popular on GitHub?
- agentops has more GitHub stars (5,830 vs 101). Stars measure visibility, not whether either tool fits your constraints.
- Are agentops and heron open source?
- Yes - both are open-source projects on GitHub (agentops: MIT, heron: Apache-2.0).
- Where can I find alternatives to agentops or heron?
- GraphCanon lists graph-backed alternatives at agentops alternatives and heron alternatives (agentops markdown twin, heron 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 heron?
- agentops: Steady. heron: 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 heron?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentops trust report; heron trust report.