--- title: "agno vs arthas" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agno-agi-agno-vs-alibaba-arthas" tools: ["agno-agi-agno", "alibaba-arthas"] --- # agno vs arthas *GraphCanon updated Aug 19, 2026* ## Verdict Pick agno if use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions; pick arthas if arthas is a Java diagnostic tool from Alibaba designed to monitor and troubleshoot running Java applications using features such as tracing. [agno](https://docs.agno.com) reports 42k GitHub stars, 5.8k forks, and 1.3k open issues, last pushed Aug 19, 2026. [arthas](https://arthas.aliyun.com/) has 37k stars, 7.6k forks, and 485 open issues, last pushed Aug 14, 2026. Figures are from public GitHub metadata via [agno's repository](https://github.com/agno-agi/agno) and [arthas's repository](https://github.com/alibaba/arthas). | | [agno](/tools/agno-agi-agno.md) | [arthas](/tools/alibaba-arthas.md) | | --- | --- | --- | | Tagline | Build, run, and manage your own agent platform. | Alibaba Java Diagnostic Tool Arthas | | Stars | 41,785 | 37,492 | | Forks | 5,793 | 7,636 | | Open issues | 1,261 | 485 | | Language | Python | Java | | Adopt for | Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions. | Arthas is a Java diagnostic tool from Alibaba designed to monitor and troubleshoot running Java applications using features such as tracing, classloader analysis, and JVM diagnostics. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | AI Agents, Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agno](/tools/agno-agi-agno.md) | [arthas](/tools/alibaba-arthas.md) | | --- | --- | --- | | Days since push | 0d | 4d | | Open issues (now) | 1.3k | 485 | | Stars delta | +487 (30d) | +56 (30d) | | Open issues delta | +264 (30d) | +4 (30d) | | Full report | [trust report](/tools/agno-agi-agno/trust.md) | [trust report](/tools/alibaba-arthas/trust.md) | **Typed relationship:** agno _(related)_ arthas ## Decision facts: agno - **Adopt for:** Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions. ## Decision facts: arthas - **Requirements:** Min 1 GB RAM - **Adopt for:** Arthas is a Java diagnostic tool from Alibaba designed to monitor and troubleshoot running Java applications using features such as tracing, classloader analysis, and JVM diagnostics. ## Choose when ### Choose agno if… - agno is primarily Python; arthas is Java. - Graph edge: agno is a typed related of arthas - see the relationship row above. - Tags unique to agno: agents, ai-agents, developer-tools, python. - Also covers AI Agents. - Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions. ### Choose arthas if… - arthas is primarily Java; agno is Python. - Requirements: Min 1 GB RAM. - Graph edge: arthas is a typed related of agno - see the relationship row above. - Tags unique to arthas: agent, diagnosis, java, jvm. - arthas ships Docker support for self-hosted deployment. - Utilize Arthas for deep diagnostics on running Java applications where you need advanced features such as bytecode enhancement or specific trace capabilities over static analysis. ## When NOT to use agno - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use arthas - Avoid using Arthas if your primary need is for quick, surface-level diagnostics or performance tuning without diving into more advanced features. - Do not use Arthas if you are working in a development environment outside of Java where this specific diagnostic tool would provide no value. ## Common questions ### What is the difference between agno and arthas? agno: Build, run, and manage your own agent platform.. arthas: Alibaba Java Diagnostic Tool Arthas. See the comparison table for live GitHub stats and shared categories. ### When should I choose agno over arthas? Choose agno over arthas when agno is primarily Python; arthas is Java; Graph edge: agno is a typed related of arthas - see the relationship row above; Tags unique to agno: agents, ai-agents, developer-tools, python; Also covers AI Agents; Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions. ### When should I choose arthas over agno? Choose arthas over agno when arthas is primarily Java; agno is Python; Requirements: Min 1 GB RAM; Graph edge: arthas is a typed related of agno - see the relationship row above; Tags unique to arthas: agent, diagnosis, java, jvm; arthas ships Docker support for self-hosted deployment; Utilize Arthas for deep diagnostics on running Java applications where you need advanced features such as bytecode enhancement or specific trace capabilities over static analysis. ### When should I avoid agno? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid arthas? Avoid using Arthas if your primary need is for quick, surface-level diagnostics or performance tuning without diving into more advanced features. Do not use Arthas if you are working in a development environment outside of Java where this specific diagnostic tool would provide no value. ### Is agno or arthas more popular on GitHub? agno has more GitHub stars (41,785 vs 37,492). Stars measure visibility, not whether either tool fits your constraints. ### Are agno and arthas open source? Yes - both are open-source projects on GitHub (agno: Apache-2.0, arthas: Apache-2.0). ### Where can I find alternatives to agno or arthas? GraphCanon lists graph-backed alternatives at [agno alternatives](/tools/agno-agi-agno/alternatives) and [arthas alternatives](/tools/alibaba-arthas/alternatives) ([agno markdown twin](/tools/agno-agi-agno/alternatives.md), [arthas markdown twin](/tools/alibaba-arthas/alternatives.md)), 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](/compare/agno-agi-agno-vs-alibaba-arthas.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agno or arthas? agno: Very active. arthas: 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 agno and arthas? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agno trust report](/tools/agno-agi-agno/trust); [arthas trust report](/tools/alibaba-arthas/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agno-agi-agno`](/api/graphcanon/graph?tool=agno-agi-agno) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_