--- title: "codellama vs claude-code-local" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/meta-llama-codellama-vs-nicedreamzapp-claude-code-local" tools: ["meta-llama-codellama", "nicedreamzapp-claude-code-local"] --- # codellama vs claude-code-local *GraphCanon updated Aug 12, 2026* ## Verdict Pick codellama if codellama offers an open-source inference framework for CodeLlama models using Python; pick claude-code-local if claude-code-local offers an MLX-native Anthropic-API server and support for running large models locally on Apple Silicon with high token throughput and privacy guarantees. [codellama](https://github.com/meta-llama/codellama) reports 16k GitHub stars, 1.9k forks, and 116 open issues, last pushed Aug 12, 2024. [claude-code-local](https://www.youtube.com/@nicedreamzapps) has 3.2k stars, 608 forks, and 1 open issues, last pushed Aug 11, 2026. Figures are from public GitHub metadata via [codellama's repository](https://github.com/meta-llama/codellama) and [claude-code-local's repository](https://github.com/nicedreamzapp/claude-code-local). | | [codellama](/tools/meta-llama-codellama.md) | [claude-code-local](/tools/nicedreamzapp-claude-code-local.md) | | --- | --- | --- | | Tagline | Inference code for CodeLlama models | Run Claude Code on-device using local AI models for privacy-sensitive workflows. | | Stars | 16,280 | 3,193 | | Forks | 1,939 | 608 | | Open issues | 116 | 1 | | Language | Python | Python | | Adopt for | codellama offers an open-source inference framework for CodeLlama models using Python. | claude-code-local offers an MLX-native Anthropic-API server and support for running large models locally on Apple Silicon with high token throughput and privacy guarantees. | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | Inference & Serving | Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [codellama](/tools/meta-llama-codellama.md) | [claude-code-local](/tools/nicedreamzapp-claude-code-local.md) | | --- | --- | --- | | Maintenance | Archived (8%) | Very active (96%) | | Days since push | 722d | 0d | | Archived on GitHub | Yes | No | | Open issues (now) | 116 | 1 | | Owner type | Organization | User | | Full report | [trust report](/tools/meta-llama-codellama/trust.md) | [trust report](/tools/nicedreamzapp-claude-code-local/trust.md) | ## Decision facts: codellama - **Pricing:** freemium - codellama operates on an open-source model with freedoms for both researchers and commercial entities. Costs will arise from hosting and running environments where required. - **Requirements:** Users should familiarize themselves with the acceptable use policy to align their projects accordingly.; Dependencies include Python, which must be installed for using codellama. - **Adopt for:** codellama offers an open-source inference framework for CodeLlama models using Python. ## Decision facts: claude-code-local - **Pricing:** freemium - Free to use under the MIT license; premium support or features may incur costs not detailed in the repository. - **Requirements:** - Needs Apple Silicon hardware.; - Compatible with Python. - **Adopt for:** claude-code-local offers an MLX-native Anthropic-API server and support for running large models locally on Apple Silicon with high token throughput and privacy guarantees. ## Choose when ### Choose codellama if… - License: codellama is Other, claude-code-local is MIT. - Pricing: codellama operates on an open-source model with freedoms for both researchers and commercial entities. Costs will arise from hosting and running environments where required.. - Requirements: Users should familiarize themselves with the acceptable use policy to align their projects accordingly.; Dependencies include Python, which must be installed for using codellama.. - Tags unique to codellama: codellama, inference, python. - If you need to work with the CodeLlama models specifically and benefit from their specialized capabilities in coding tasks, codellama provides tailored support that may outperform generic solutions. ### Choose claude-code-local if… - License: claude-code-local is MIT, codellama is Other. - Pricing: Free to use under the MIT license; premium support or features may incur costs not detailed in the repository.. - Requirements: - Needs Apple Silicon hardware.; - Compatible with Python.. - Tags unique to claude-code-local: ai-privacy, airgap, anthropic-api, apple-silicon. - Also covers LLM Frameworks. - - You need to conduct NDA, legal or healthcare projects that require strict data privacy and airgapping. ## When NOT to use codellama - If you are working on projects that do not align with CodeLlama's acceptable use policy or require compliance with specific industry standards beyond what codellama offers. - For tasks that demand a different primary programming language other than Python, as codellama is primarily developed around the Python ecosystem. ## When NOT to use claude-code-local - - If you are not working within the Apple ecosystem as it primarily supports devices running Apple Silicon. - - For workflows where real-time collaboration and cloud-sharing features are integral to your operations, as claude-code-local focuses on local execution. ## Common questions ### What is the difference between codellama and claude-code-local? codellama: Inference code for CodeLlama models. claude-code-local: Run Claude Code on-device using local AI models for privacy-sensitive workflows.. See the comparison table for live GitHub stats and shared categories. ### When should I choose codellama over claude-code-local? Choose codellama over claude-code-local when License: codellama is Other, claude-code-local is MIT; Pricing: codellama operates on an open-source model with freedoms for both researchers and commercial entities. Costs will arise from hosting and running environments where required.; Requirements: Users should familiarize themselves with the acceptable use policy to align their projects accordingly.; Dependencies include Python, which must be installed for using codellama.; Tags unique to codellama: codellama, inference, python; If you need to work with the CodeLlama models specifically and benefit from their specialized capabilities in coding tasks, codellama provides tailored support that may outperform generic solutions. ### When should I choose claude-code-local over codellama? Choose claude-code-local over codellama when License: claude-code-local is MIT, codellama is Other; Pricing: Free to use under the MIT license; premium support or features may incur costs not detailed in the repository.; Requirements: - Needs Apple Silicon hardware.; - Compatible with Python.; Tags unique to claude-code-local: ai-privacy, airgap, anthropic-api, apple-silicon; Also covers LLM Frameworks; - You need to conduct NDA, legal or healthcare projects that require strict data privacy and airgapping. ### When should I avoid codellama? If you are working on projects that do not align with CodeLlama's acceptable use policy or require compliance with specific industry standards beyond what codellama offers. For tasks that demand a different primary programming language other than Python, as codellama is primarily developed around the Python ecosystem. ### When should I avoid claude-code-local? - If you are not working within the Apple ecosystem as it primarily supports devices running Apple Silicon. - For workflows where real-time collaboration and cloud-sharing features are integral to your operations, as claude-code-local focuses on local execution. ### Is codellama or claude-code-local more popular on GitHub? codellama has more GitHub stars (16,280 vs 3,193). Stars measure visibility, not whether either tool fits your constraints. ### Are codellama and claude-code-local open source? Yes - both are open-source projects on GitHub (codellama: Other, claude-code-local: MIT). ### Where can I find alternatives to codellama or claude-code-local? GraphCanon lists graph-backed alternatives at [codellama alternatives](/tools/meta-llama-codellama/alternatives) and [claude-code-local alternatives](/tools/nicedreamzapp-claude-code-local/alternatives) ([codellama markdown twin](/tools/meta-llama-codellama/alternatives.md), [claude-code-local markdown twin](/tools/nicedreamzapp-claude-code-local/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/meta-llama-codellama-vs-nicedreamzapp-claude-code-local.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, codellama or claude-code-local? codellama: Archived. claude-code-local: 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 codellama and claude-code-local? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [codellama trust report](/tools/meta-llama-codellama/trust); [claude-code-local trust report](/tools/nicedreamzapp-claude-code-local/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=meta-llama-codellama`](/api/graphcanon/graph?tool=meta-llama-codellama) - 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/_