Comparison
MegEngine vs code-review-graph
Verdict
Pick MegEngine if megEngine是一个快速、可扩展且支持自动求导的深度学习框架，适用于多种平台和环境。它主要用C++编写，并以Apache-2.0许可分发。; pick code-review-graph if code-review-graph is a Python-based tool that creates a local-first code intelligence graph to optimize AI coding tool interactions, reducing context and improving performance in code reviews and large-repo workflows.
Markdown twin · MegEngine alternatives · code-review-graph alternatives
GraphCanon updated Sep 26, 2026
vs
Trust & integrity
| Signal | MegEngine | code-review-graph |
|---|---|---|
| Maintenance | Dormant (701d since push) As of Sep 26, 2026 · github_public_v1 | Very active (1d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 26, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 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
- MegEngine
- 一个快速、可拓展、易于使用且支持自动求导的深度学习框架
- code-review-graph
- Local-first code intelligence graph for AI coding tools
Stars
- MegEngine
- 4.8k
- code-review-graph
- 32k
Forks
- MegEngine
- 544
- code-review-graph
- 2.9k
Open issues
- MegEngine
- 173
- code-review-graph
- 135
Language
- MegEngine
- C++
- code-review-graph
- Python
Adopt for
- MegEngine
- MegEngine是一个快速、可扩展且支持自动求导的深度学习框架，适用于多种平台和环境。它主要用C++编写，并以Apache-2.0许可分发。
- code-review-graph
- code-review-graph is a Python-based tool that creates a local-first code intelligence graph to optimize AI coding tool interactions, reducing context and improving performance in code reviews and large-repo workflows.
Persona
- MegEngine
- -
- code-review-graph
- -
Runtime
- MegEngine
- -
- code-review-graph
- -
License
- MegEngine
- Apache-2.0
- code-review-graph
- MIT License
Last pushed
- MegEngine
- Oct 24, 2024
- code-review-graph
- Sep 17, 2026
Categories
- MegEngine
- Model Training
- code-review-graph
- Developer Tools, Model Training
Trust and health
Maintenance
- MegEngine
- Dormant (18%)
- code-review-graph
- Very active (96%)
Days since push
- MegEngine
- 701d
- code-review-graph
- 1d
Open issues (now)
- MegEngine
- 173
- code-review-graph
- 135
Stars delta
- MegEngine
- 0 (30d)
- code-review-graph
- +5.1k (30d)
Open issues delta
- MegEngine
- 0 (30d)
- code-review-graph
- +13 (30d)
Owner type
- MegEngine
- Organization
- code-review-graph
- User
Full report
- MegEngine
- Trust report
- code-review-graph
- Trust report
Shared compatibility
- Python · MegEngine: Python runtime · code-review-graph: Python runtime
Choose MegEngine if…
- MegEngine is primarily C++; code-review-graph is Python.
- License: MegEngine is Apache-2.0, code-review-graph is MIT.
- Tags unique to MegEngine: autograd, deep-learning, gpu, machine-learning.
- - 当您需要在Linux、Windows（WSL或直接）、MacOS（仅限CPU）和Android设备（仅限CPU）上使用Python进行深度学习项目时
When NOT to use MegEngine
- - Python3.63.9，，MegEnginePython
Choose code-review-graph if…
- code-review-graph is primarily Python; MegEngine is C++.
- License: code-review-graph is MIT, MegEngine is Apache-2.0.
- Requirements: Requires Python 3.10+..
- Tags unique to code-review-graph: ai-coding, claude, code-review, graph.
- Also covers Developer Tools.
- When you need to optimize AI coding tool interactions in large codebases, as it builds a persistent map of your codebase to reduce context and improve performance.
When NOT to use code-review-graph
- If your project does not require integration with multiple AI coding tools, as the tool is designed to work with a variety of platforms and may introduce unnecessary complexity.
- When you are working with small codebases where the overhead of building and maintaining a code intelligence graph outweighs the benefits.
- If you are using a language other than Python, as the tool is specifically designed for Python projects and may not support other languages as effectively.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (MegEngine/MegEngine) · observed Sep 26, 2026
- GitHub forks (MegEngine/MegEngine) · observed Sep 26, 2026
- Last push (MegEngine/MegEngine) · observed Oct 24, 2024
- License file (Apache-2.0) · observed Sep 26, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (tirth8205/code-review-graph) · observed Sep 20, 2026
- GitHub forks (tirth8205/code-review-graph) · observed Sep 20, 2026
- Last push (tirth8205/code-review-graph) · observed Sep 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: MegEngine 4.8k · code-review-graph 32k (synced Sep 26, 2026).
Common questions
- What is the difference between MegEngine and code-review-graph?
- MegEngine: 一个快速、可拓展、易于使用且支持自动求导的深度学习框架. code-review-graph: Local-first code intelligence graph for AI coding tools. See the comparison table for live GitHub stats and shared categories.
- When should I choose MegEngine over code-review-graph?
- Choose MegEngine over code-review-graph when MegEngine is primarily C++; code-review-graph is Python; License: MegEngine is Apache-2.0, code-review-graph is MIT; Tags unique to MegEngine: autograd, deep-learning, gpu, machine-learning; - 当您需要在Linux、Windows（WSL或直接）、MacOS（仅限CPU）和Android设备（仅限CPU）上使用Python进行深度学习项目时.
- When should I choose code-review-graph over MegEngine?
- Choose code-review-graph over MegEngine when code-review-graph is primarily Python; MegEngine is C++; License: code-review-graph is MIT, MegEngine is Apache-2.0; Requirements: Requires Python 3.10+.; Tags unique to code-review-graph: ai-coding, claude, code-review, graph; Also covers Developer Tools; When you need to optimize AI coding tool interactions in large codebases, as it builds a persistent map of your codebase to reduce context and improve performance.
- When should I avoid MegEngine?
- - Python3.63.9，，MegEnginePython
- When should I avoid code-review-graph?
- If your project does not require integration with multiple AI coding tools, as the tool is designed to work with a variety of platforms and may introduce unnecessary complexity. When you are working with small codebases where the overhead of building and maintaining a code intelligence graph outweighs the benefits. If you are using a language other than Python, as the tool is specifically designed for Python projects and may not support other languages as effectively.
- Is MegEngine or code-review-graph more popular on GitHub?
- code-review-graph has more GitHub stars (31,569 vs 4,809). Stars measure visibility, not whether either tool fits your constraints.
- Are MegEngine and code-review-graph open source?
- Yes - both are open-source projects on GitHub (MegEngine: Apache-2.0, code-review-graph: MIT).
- Where can I find alternatives to MegEngine or code-review-graph?
- GraphCanon lists graph-backed alternatives at MegEngine alternatives and code-review-graph alternatives (MegEngine markdown twin, code-review-graph 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, MegEngine or code-review-graph?
- MegEngine: Dormant. code-review-graph: 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 MegEngine and code-review-graph?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: MegEngine trust report; code-review-graph trust report.