--- title: "guildai vs JeecgBoot" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/guildai-guildai-vs-jeecgboot-jeecgboot" tools: ["guildai-guildai", "jeecgboot-jeecgboot"] --- # guildai vs JeecgBoot *GraphCanon updated Jul 11, 2026* ## Verdict Pick guildai when guildai is primarily Python; JeecgBoot is Java; pick JeecgBoot when jeecgBoot is primarily Java; guildai is Python. [guildai](https://guild.ai) reports 903 GitHub stars, 93 forks, and 237 open issues, last pushed Apr 29, 2025. [JeecgBoot](https://jeecg.com) has 47k stars, 16k forks, and 50 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [guildai's repository](https://github.com/guildai/guildai) and [JeecgBoot's repository](https://github.com/jeecgboot/JeecgBoot). | | [guildai](/tools/guildai-guildai.md) | [JeecgBoot](/tools/jeecgboot-jeecgboot.md) | | --- | --- | --- | | Tagline | Experiment tracking, ML developer tools | AI低代码平台，实现快速生成前后端系统及模块 | | Stars | 903 | 47,011 | | Forks | 93 | 16,086 | | Open issues | 237 | 50 | | Language | Python | Java | | Adopt for | - | JeecgBoot 是一个基于 Java 的低代码开发平台，特别适用于需要快速生成前后端系统的场景。 | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | Model Training, Developer Tools | Model Training, Developer Tools, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [guildai](/tools/guildai-guildai.md) | [JeecgBoot](/tools/jeecgboot-jeecgboot.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 438d | 0d | | Open issues (now) | 237 | 50 | | Security scan | 138 low (138 low) | No MCP manifest | | Full report | [trust report](/tools/guildai-guildai/trust.md) | [trust report](/tools/jeecgboot-jeecgboot/trust.md) | ## Decision facts: JeecgBoot - **Adopt for:** JeecgBoot 是一个基于 Java 的低代码开发平台，特别适用于需要快速生成前后端系统的场景。 ## Choose when ### Choose guildai if… - guildai is primarily Python; JeecgBoot is Java. - Tags unique to guildai: python. ### Choose JeecgBoot if… - JeecgBoot is primarily Java; guildai is Python. - Tags unique to JeecgBoot: codegenerator, mybatis plus, ai skills, spring boot. - Also covers Inference & Serving. - JeecgBoot ships Docker support for self-hosted deployment. - - 当项目涉及大量的重复工作时，如Java项目的表单设计和报表生成，可以显著提高效率。 ## When NOT to use guildai - Last GitHub push was 438 days ago (dormant maintenance, Apr 29, 2025). Validate activity before betting a new project on guildai. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use JeecgBoot - - 如果项目需要高度定制化的设计与开发，尤其是涉及复杂业务逻辑时，JeecgBoot可能无法完全满足需求。 - - 对于对Java和技术栈如Spring Boot, MyBatis Plus有特定限制或偏好其他技术栈的团队来说，JeecgBoot不适合采用。 ## Common questions ### What is the difference between guildai and JeecgBoot? guildai: Experiment tracking, ML developer tools. JeecgBoot: AI低代码平台，实现快速生成前后端系统及模块. See the comparison table for live GitHub stats and shared categories. ### When should I choose guildai over JeecgBoot? Choose guildai over JeecgBoot when guildai is primarily Python; JeecgBoot is Java; Tags unique to guildai: python. ### When should I choose JeecgBoot over guildai? Choose JeecgBoot over guildai when JeecgBoot is primarily Java; guildai is Python; Tags unique to JeecgBoot: codegenerator, mybatis plus, ai skills, spring boot; Also covers Inference & Serving; JeecgBoot ships Docker support for self-hosted deployment; - 当项目涉及大量的重复工作时，如Java项目的表单设计和报表生成，可以显著提高效率。. ### When should I avoid guildai? Last GitHub push was 438 days ago (dormant maintenance, Apr 29, 2025). Validate activity before betting a new project on guildai. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid JeecgBoot? - 如果项目需要高度定制化的设计与开发，尤其是涉及复杂业务逻辑时，JeecgBoot可能无法完全满足需求。 - 对于对Java和技术栈如Spring Boot, MyBatis Plus有特定限制或偏好其他技术栈的团队来说，JeecgBoot不适合采用。 ### Is guildai or JeecgBoot more popular on GitHub? JeecgBoot has more GitHub stars (47,011 vs 903). Stars measure visibility, not whether either tool fits your constraints. ### Are guildai and JeecgBoot open source? Yes - both are open-source projects on GitHub (guildai: Apache-2.0, JeecgBoot: Apache-2.0). ### Where can I find alternatives to guildai or JeecgBoot? GraphCanon lists graph-backed alternatives at [guildai alternatives](/tools/guildai-guildai/alternatives) and [JeecgBoot alternatives](/tools/jeecgboot-jeecgboot/alternatives) ([guildai markdown twin](/tools/guildai-guildai/alternatives.md), [JeecgBoot markdown twin](/tools/jeecgboot-jeecgboot/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/guildai-guildai-vs-jeecgboot-jeecgboot.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, guildai or JeecgBoot? guildai: Dormant. JeecgBoot: 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 guildai and JeecgBoot? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [guildai trust report](/tools/guildai-guildai/trust); [JeecgBoot trust report](/tools/jeecgboot-jeecgboot/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=guildai-guildai`](/api/graphcanon/graph?tool=guildai-guildai) - 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/_