Comparison
magicoder vs WizardLM
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 WizardLM if wizardLM powers language models like WizardCoder and WizardMath to excel in complex instruction handling.
Markdown twin · magicoder alternatives · WizardLM alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | magicoder | WizardLM |
|---|---|---|
| Maintenance | Dormant (641d since push) As of 2w · github_public_v1 | Dormant (424d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) 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
- WizardLM
- Empowering Large Pre-Trained Language Models to Follow Complex Instructions
Stars
- magicoder
- 2.1k
- WizardLM
- 9.5k
Forks
- magicoder
- 171
- WizardLM
- 749
Open issues
- magicoder
- 4
- WizardLM
- 169
Language
- magicoder
- Python
- WizardLM
- 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.
- WizardLM
- WizardLM powers language models like WizardCoder and WizardMath to excel in complex instruction handling.
Persona
- magicoder
- -
- WizardLM
- -
Runtime
- magicoder
- -
- WizardLM
- -
License
- magicoder
- MIT
- WizardLM
- (unknown)
Last pushed
- magicoder
- Nov 1, 2024
- WizardLM
- Jun 7, 2025
Categories
- magicoder
- LLM Frameworks, Model Training
- WizardLM
- LLM Frameworks, Model Training
Trust and health
Days since push
- magicoder
- 641d
- WizardLM
- 424d
Open issues (now)
- magicoder
- 4
- WizardLM
- 169
Owner type
- magicoder
- Organization
- WizardLM
- User
Full report
- magicoder
- Trust report
- WizardLM
- Trust report
Shared compatibility
- Python · magicoder: Python runtime · WizardLM: Python runtime
Choose magicoder if…
- Tags unique to magicoder: ai4code, 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.
- Leaner open-issue backlog (4).
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 WizardLM if…
- Tags unique to WizardLM: instruction-following, wizardcoder, wizardmath.
- When advanced coding tasks need precise solutions, surpassing GPT-3.5-Turbo and Gemini Pro
- More GitHub stars (9.5k vs 2.1k) - visibility, not fit.
When NOT to use WizardLM
- If real-time updates are needed beyond Nov 2023, as performance is based on past benchmarks
- When looking for broad language capabilities of GPT-4, which outperformance in some benchmarks
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 (nlpxucan/WizardLM) · observed Aug 5, 2026
- GitHub forks (nlpxucan/WizardLM) · observed Aug 5, 2026
- Last push (nlpxucan/WizardLM) · observed Jun 7, 2025
- License file (unknown) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: magicoder 2.1k · WizardLM 9.5k (synced Aug 5, 2026).
Common questions
- What is the difference between magicoder and WizardLM?
- magicoder: A coding assistant for generating Python code snippets. WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions. See the comparison table for live GitHub stats and shared categories.
- When should I choose magicoder over WizardLM?
- Choose magicoder over WizardLM when Tags unique to magicoder: ai4code, 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; Leaner open-issue backlog (4).
- When should I choose WizardLM over magicoder?
- Choose WizardLM over magicoder when Tags unique to WizardLM: instruction-following, wizardcoder, wizardmath; When advanced coding tasks need precise solutions, surpassing GPT-3.5-Turbo and Gemini Pro; More GitHub stars (9.5k vs 2.1k) - visibility, not fit.
- 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 WizardLM?
- If real-time updates are needed beyond Nov 2023, as performance is based on past benchmarks When looking for broad language capabilities of GPT-4, which outperformance in some benchmarks
- Is magicoder or WizardLM more popular on GitHub?
- WizardLM has more GitHub stars (9,484 vs 2,095). Stars measure visibility, not whether either tool fits your constraints.
- Are magicoder and WizardLM open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to magicoder or WizardLM?
- GraphCanon lists graph-backed alternatives at magicoder alternatives and WizardLM alternatives (magicoder markdown twin, WizardLM 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 WizardLM?
- magicoder: Dormant. WizardLM: 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 WizardLM?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: magicoder trust report; WizardLM trust report.