Comparison
magicoder vs CodeGeeX
Verdict
Pick magicoder if magicoder is a coding assistant tool that harnesses large language models to generate Python code snippets based on natural-language instruction input; pick CodeGeeX if codeGeeX is an open-source multilingual code generation model, originally developed with MindSpore and compatible with PyTorch through DeepSpeed integration.
Markdown twin · magicoder alternatives · CodeGeeX alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | magicoder | CodeGeeX |
|---|---|---|
| Maintenance | Dormant (641d since push) As of 2w · github_public_v1 | Dormant (719d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings As of 1mo · 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
- magicoder
- A coding assistant for generating Python code snippets
- CodeGeeX
- CodeGeeX is an open multilingual code generation model implemented in Mindspore and available via PyTorch.
Stars
- magicoder
- 2.1k
- CodeGeeX
- 8.8k
Forks
- magicoder
- 171
- CodeGeeX
- 688
Open issues
- magicoder
- 4
- CodeGeeX
- 188
Language
- magicoder
- Python
- CodeGeeX
- Python
Adopt for
- magicoder
- magicoder is a coding assistant tool that harnesses large language models to generate Python code snippets based on natural-language instruction input.
- CodeGeeX
- CodeGeeX is an open-source multilingual code generation model, originally developed with MindSpore and compatible with PyTorch through DeepSpeed integration.
Persona
- magicoder
- -
- CodeGeeX
- -
Runtime
- magicoder
- -
- CodeGeeX
- -
License
- magicoder
- MIT
- CodeGeeX
- Apache-2.0
Last pushed
- magicoder
- Nov 1, 2024
- CodeGeeX
- Aug 13, 2024
Categories
- magicoder
- LLM Frameworks, Model Training
- CodeGeeX
- LLM Frameworks, Model Training
Trust and health
Days since push
- magicoder
- 641d
- CodeGeeX
- 719d
Open issues (now)
- magicoder
- 4
- CodeGeeX
- 188
OSV dependency advisories
- magicoder
- No lockfile (source not queried)
- CodeGeeX
- Published findings
Full report
- magicoder
- Trust report
- CodeGeeX
- Trust report
Shared compatibility
- Python · magicoder: Python runtime · CodeGeeX: Python runtime
Choose magicoder if…
- License: magicoder is MIT, CodeGeeX is Apache-2.0.
- Tags unique to magicoder: ai4code, large language models, llm, llm4code.
- Use magicoder if you need high-quality and accurate Python code generation for projects in need of robust APIs, such as the example TODO list application.
When NOT to use magicoder
- Do not use magicoder if your project requires code generation in languages other than Python, given it specializes in generating Python snippets.
- Avoid using this tool for situations where fine-grained control over the model parameters is critical; magicoder comes with specific settings that might limit customization options.
Choose CodeGeeX if…
- License: CodeGeeX is Apache-2.0, magicoder is MIT.
- Tags unique to CodeGeeX: ai programming tools, code generation, pretrained-models.
- When you require support for multilingual code generation and your project has a Python-based infrastructure with CUDA GPU availability.
When NOT to use CodeGeeX
- If your development environment lacks the necessary dependencies like Python 3.7+, CUDA 11+, PyTorch 1.10+, and DeepSpeed 0.6+.
- In scenarios where an open-source solution is not preferable or when support for exclusively one language's syntax is sufficient.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ise-uiuc/magicoder) · observed Aug 5, 2026
- GitHub forks (ise-uiuc/magicoder) · observed Aug 5, 2026
- Last push (ise-uiuc/magicoder) · observed Nov 1, 2024
- License file (MIT) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zai-org/CodeGeeX) · observed Aug 2, 2026
- GitHub forks (zai-org/CodeGeeX) · observed Aug 2, 2026
- Last push (zai-org/CodeGeeX) · observed Aug 13, 2024
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: magicoder 2.1k · CodeGeeX 8.8k (synced Aug 5, 2026).
Common questions
- What is the difference between magicoder and CodeGeeX?
- magicoder: A coding assistant for generating Python code snippets. CodeGeeX: CodeGeeX is an open multilingual code generation model implemented in Mindspore and available via PyTorch.. See the comparison table for live GitHub stats and shared categories.
- When should I choose magicoder over CodeGeeX?
- Choose magicoder over CodeGeeX when License: magicoder is MIT, CodeGeeX is Apache-2.0; Tags unique to magicoder: ai4code, large language models, llm, llm4code; Use magicoder if you need high-quality and accurate Python code generation for projects in need of robust APIs, such as the example TODO list application.
- When should I choose CodeGeeX over magicoder?
- Choose CodeGeeX over magicoder when License: CodeGeeX is Apache-2.0, magicoder is MIT; Tags unique to CodeGeeX: ai programming tools, code generation, pretrained-models; When you require support for multilingual code generation and your project has a Python-based infrastructure with CUDA GPU availability.
- When should I avoid magicoder?
- Do not use magicoder if your project requires code generation in languages other than Python, given it specializes in generating Python snippets. Avoid using this tool for situations where fine-grained control over the model parameters is critical; magicoder comes with specific settings that might limit customization options.
- When should I avoid CodeGeeX?
- If your development environment lacks the necessary dependencies like Python 3.7+, CUDA 11+, PyTorch 1.10+, and DeepSpeed 0.6+. In scenarios where an open-source solution is not preferable or when support for exclusively one language's syntax is sufficient.
- Is magicoder or CodeGeeX more popular on GitHub?
- CodeGeeX has more GitHub stars (8,809 vs 2,095). Stars measure visibility, not whether either tool fits your constraints.
- Are magicoder and CodeGeeX open source?
- Yes - both are open-source projects on GitHub (magicoder: MIT, CodeGeeX: Apache-2.0).
- Where can I find alternatives to magicoder or CodeGeeX?
- GraphCanon lists graph-backed alternatives at magicoder alternatives and CodeGeeX alternatives (magicoder markdown twin, CodeGeeX 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, magicoder or CodeGeeX?
- magicoder: Dormant. CodeGeeX: Dormant. 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 magicoder and CodeGeeX?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: magicoder trust report; CodeGeeX trust report.