--- title: "code2prompt vs CodeT5" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/mufeedvh-code2prompt-vs-salesforce-codet5" tools: ["mufeedvh-code2prompt", "salesforce-codet5"] --- # code2prompt vs CodeT5 *GraphCanon updated Aug 2, 2026* ## Verdict Pick code2prompt when code2prompt is primarily Rust; CodeT5 is Python; pick CodeT5 when codeT5 is primarily Python; code2prompt is Rust. [code2prompt](https://code2prompt.dev) reports 7.5k GitHub stars, 429 forks, and 20 open issues, last pushed Jun 29, 2026. [CodeT5](https://arxiv.org/abs/2305.07922) has 3.1k stars, 487 forks, and 88 open issues, last pushed Jun 25, 2026. Figures are from public GitHub metadata via [code2prompt's repository](https://github.com/mufeedvh/code2prompt) and [CodeT5's repository](https://github.com/salesforce/CodeT5). | | [code2prompt](/tools/mufeedvh-code2prompt.md) | [CodeT5](/tools/salesforce-codet5.md) | | --- | --- | --- | | Tagline | CLI tool to convert codebase into LLM prompt | Home of CodeT5: Open Code LLMs for Code Understanding and Generation | | Stars | 7,509 | 3,098 | | Forks | 429 | 487 | | Open issues | 20 | 88 | | Language | Rust | Python | | Adopt for | - | CodeT5, an open-source LLM for code understanding and generation under BSD-3-Clause license. | | Persona | - | - | | Runtime | - | - | | License | MIT | BSD-3-Clause | | Categories | Developer Tools, LLM Frameworks | Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [code2prompt](/tools/mufeedvh-code2prompt.md) | [CodeT5](/tools/salesforce-codet5.md) | | --- | --- | --- | | Maintenance | Active (82%) | Archived (8%) | | Days since push | 28d | 38d | | Archived on GitHub | No | Yes | | Open issues (now) | 20 | 88 | | Owner type | User | Organization | | Full report | [trust report](/tools/mufeedvh-code2prompt/trust.md) | [trust report](/tools/salesforce-codet5/trust.md) | ## Decision facts: code2prompt - **Hosting:** self hosted - code2prompt operates as a self-hosted CLI tool, allowing for local data processing that is important for users with confidentiality requirements or those who wish to avoid cloud dependency. - **Pricing:** freemium - The code2prompt tool is available under MIT license free of monetary charge. However, premium support or advanced features might incur costs if provided by the development team in future updates. ## Decision facts: CodeT5 - **Adopt for:** CodeT5, an open-source LLM for code understanding and generation under BSD-3-Clause license. ## Choose when ### Choose code2prompt if… - code2prompt is primarily Rust; CodeT5 is Python. - License: code2prompt is MIT, CodeT5 is BSD-3-Clause. - code2prompt operates as a self-hosted CLI tool, allowing for local data processing that is important for users with confidentiality requirements or those who wish to avoid cloud dependency. - Pricing: The code2prompt tool is available under MIT license free of monetary charge. However, premium support or advanced features might incur costs if provided by the development team in future updates.. - Tags unique to code2prompt: ai, chatgpt, claude, cli. - When you aim to structure and deliver your entire codebase into an LLM for comprehensive documentation or refactoring guidance. ### Choose CodeT5 if… - CodeT5 is primarily Python; code2prompt is Rust. - License: CodeT5 is BSD-3-Clause, code2prompt is MIT. - Tags unique to CodeT5: code generation, code-intelligence, code-understanding, language-model. - When focusing on Python projects needing advanced code understanding or generation. ## When NOT to use code2prompt - In situations requiring real-time interaction or analysis of codebases due to the static nature of its prompt generation process, as this might not cater to agile or evolving project requirements. - If you are in need of a tool beyond simple CLI operation and desire an integrated development environment (IDE) plugin for more interactive and continuous assistance. ## When NOT to use CodeT5 - If the project requires proprietary licensing protection, given its open-source nature under BSD-3-Clause. - Avoid if real-time performance is a crucial requirement since LLMs typically lag in speed. ## Common questions ### What is the difference between code2prompt and CodeT5? code2prompt: CLI tool to convert codebase into LLM prompt. CodeT5: Home of CodeT5: Open Code LLMs for Code Understanding and Generation. See the comparison table for live GitHub stats and shared categories. ### When should I choose code2prompt over CodeT5? Choose code2prompt over CodeT5 when code2prompt is primarily Rust; CodeT5 is Python; License: code2prompt is MIT, CodeT5 is BSD-3-Clause; code2prompt operates as a self-hosted CLI tool, allowing for local data processing that is important for users with confidentiality requirements or those who wish to avoid cloud dependency; Pricing: The code2prompt tool is available under MIT license free of monetary charge. However, premium support or advanced features might incur costs if provided by the development team in future updates.; Tags unique to code2prompt: ai, chatgpt, claude, cli; When you aim to structure and deliver your entire codebase into an LLM for comprehensive documentation or refactoring guidance. ### When should I choose CodeT5 over code2prompt? Choose CodeT5 over code2prompt when CodeT5 is primarily Python; code2prompt is Rust; License: CodeT5 is BSD-3-Clause, code2prompt is MIT; Tags unique to CodeT5: code generation, code-intelligence, code-understanding, language-model; When focusing on Python projects needing advanced code understanding or generation. ### When should I avoid code2prompt? In situations requiring real-time interaction or analysis of codebases due to the static nature of its prompt generation process, as this might not cater to agile or evolving project requirements. If you are in need of a tool beyond simple CLI operation and desire an integrated development environment (IDE) plugin for more interactive and continuous assistance. ### When should I avoid CodeT5? If the project requires proprietary licensing protection, given its open-source nature under BSD-3-Clause. Avoid if real-time performance is a crucial requirement since LLMs typically lag in speed. ### Is code2prompt or CodeT5 more popular on GitHub? code2prompt has more GitHub stars (7,509 vs 3,098). Stars measure visibility, not whether either tool fits your constraints. ### Are code2prompt and CodeT5 open source? Yes - both are open-source projects on GitHub (code2prompt: MIT, CodeT5: BSD-3-Clause). ### Where can I find alternatives to code2prompt or CodeT5? GraphCanon lists graph-backed alternatives at [code2prompt alternatives](/tools/mufeedvh-code2prompt/alternatives) and [CodeT5 alternatives](/tools/salesforce-codet5/alternatives) ([code2prompt markdown twin](/tools/mufeedvh-code2prompt/alternatives.md), [CodeT5 markdown twin](/tools/salesforce-codet5/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/mufeedvh-code2prompt-vs-salesforce-codet5.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, code2prompt or CodeT5? code2prompt: Active. CodeT5: Archived. 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 code2prompt and CodeT5? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [code2prompt trust report](/tools/mufeedvh-code2prompt/trust); [CodeT5 trust report](/tools/salesforce-codet5/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=mufeedvh-code2prompt`](/api/graphcanon/graph?tool=mufeedvh-code2prompt) - 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/_