--- title: "ACLUE vs code-review-graph" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/isen-zhang-aclue-vs-tirth8205-code-review-graph" tools: ["isen-zhang-aclue", "tirth8205-code-review-graph"] --- # ACLUE vs code-review-graph *GraphCanon updated Jul 11, 2026* ## Verdict Pick ACLUE when tags unique to ACLUE: python; pick code-review-graph when tags unique to code-review-graph: graphrag, ai-coding, incremental, llm. [ACLUE](https://github.com/isen-zhang/ACLUE) reports 34 GitHub stars, 0 forks, and 0 open issues, last pushed Mar 20, 2024. [code-review-graph](https://code-review-graph.com) has 19k stars, 2.1k forks, and 185 open issues, last pushed Jun 14, 2026. Figures are from public GitHub metadata via [ACLUE's repository](https://github.com/isen-zhang/ACLUE) and [code-review-graph's repository](https://github.com/tirth8205/code-review-graph). | | [ACLUE](/tools/isen-zhang-aclue.md) | [code-review-graph](/tools/tirth8205-code-review-graph.md) | | --- | --- | --- | | Tagline | Official github repo for ACLUE, an evaluation benchmark focused on ancient Chinese language comprehension | Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w | | Stars | 34 | 19,416 | | Forks | 0 | 2,078 | | Open issues | 0 | 185 | | Language | Python | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Evaluation & Observability | LLM Frameworks, Evaluation & Observability, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ACLUE](/tools/isen-zhang-aclue.md) | [code-review-graph](/tools/tirth8205-code-review-graph.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Active (82%) | | Days since push | 842d | 26d | | Open issues (now) | 0 | 185 | | Security scan | No lockfile | No MCP manifest | | Full report | [trust report](/tools/isen-zhang-aclue/trust.md) | [trust report](/tools/tirth8205-code-review-graph/trust.md) | ## Choose when ### Choose ACLUE if… - Tags unique to ACLUE: python. - Leaner open-issue backlog (0). ### Choose code-review-graph if… - Tags unique to code-review-graph: graphrag, ai-coding, incremental, llm. - Also covers LLM Frameworks, Developer Tools. - More GitHub stars (19k vs 34) - visibility, not fit. ## When NOT to use ACLUE - Last GitHub push was 843 days ago (dormant maintenance, Mar 20, 2024). Validate activity before betting a new project on ACLUE. - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ## When NOT to use code-review-graph - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## Common questions ### What is the difference between ACLUE and code-review-graph? ACLUE: Official github repo for ACLUE, an evaluation benchmark focused on ancient Chinese language comprehension. code-review-graph: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w. See the comparison table for live GitHub stats and shared categories. ### When should I choose ACLUE over code-review-graph? Choose ACLUE over code-review-graph when Tags unique to ACLUE: python; Leaner open-issue backlog (0). ### When should I choose code-review-graph over ACLUE? Choose code-review-graph over ACLUE when Tags unique to code-review-graph: graphrag, ai-coding, incremental, llm; Also covers LLM Frameworks, Developer Tools; More GitHub stars (19k vs 34) - visibility, not fit. ### When should I avoid ACLUE? Last GitHub push was 843 days ago (dormant maintenance, Mar 20, 2024). Validate activity before betting a new project on ACLUE. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ### When should I avoid code-review-graph? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### Is ACLUE or code-review-graph more popular on GitHub? code-review-graph has more GitHub stars (19,416 vs 34). Stars measure visibility, not whether either tool fits your constraints. ### Are ACLUE and code-review-graph open source? Yes - both are open-source projects on GitHub (ACLUE: MIT, code-review-graph: MIT). ### Where can I find alternatives to ACLUE or code-review-graph? GraphCanon lists graph-backed alternatives at [ACLUE alternatives](/tools/isen-zhang-aclue/alternatives) and [code-review-graph alternatives](/tools/tirth8205-code-review-graph/alternatives) ([ACLUE markdown twin](/tools/isen-zhang-aclue/alternatives.md), [code-review-graph markdown twin](/tools/tirth8205-code-review-graph/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/isen-zhang-aclue-vs-tirth8205-code-review-graph.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ACLUE or code-review-graph? ACLUE: Dormant. code-review-graph: 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 ACLUE and code-review-graph? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ACLUE trust report](/tools/isen-zhang-aclue/trust); [code-review-graph trust report](/tools/tirth8205-code-review-graph/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=isen-zhang-aclue`](/api/graphcanon/graph?tool=isen-zhang-aclue) - 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/_