refact

★ 3.5k

mini-swe-agent

★ 8.9k

refact vs mini-swe-agent

Q: Which is better, refact or mini-swe-agent?

By GitHub stars, mini-swe-agent has more community adoption, but the best choice depends on your specific use case.

refact: Refact.ai is an open-source AI Agent designed to automate complex, multi-step software engineering tasks by deeply understanding codebases and integrating with various development tools. It offers features like context-aware auto-completion, in-IDE chat, and support for a wide range of LLMs and programming languages, with options for on-premise deployment.; mini-swe-agent: Mini-SWE-agent is a lightweight, 100-line AI agent designed to solve GitHub issues and more, offering a simplified yet performant alternative to larger coding agents. It focuses on minimalism, high performance on benchmarks like SWE-bench, and easy deployment across various environments.

TL;DR

refactCode Assistant · ★ 3.5k

Generate code from natural language prompts.

Read refact full review →

mini-swe-agentCode Assistant · ★ 8.9k

When to choose:

You are researching autonomous software engineering agents and want a radically minimalist, 100-line Python codebase that scores >74% on SWE-bench.
You want to build or hack custom automated issue-resolution loops without the bloat of massive monorepos or complex tool-calling abstractions.

When to skip:

You need a polished, interactive daily driver with full terminal UI, undo history, and syntax diff overlays (Aider or Claude Code are built for daily coding).
You require multi-agent orchestration or enterprise-scale semantic codebase knowledge graphs.

Read mini-swe-agent full review →

Side-by-Side Comparison

Field

refact

mini-swe-agent

Features

refact

01Unlimited, context-aware auto-completion powered by RAG.

02Integrated in-IDE chat with deep code understanding.

03Seamless integration with version control (GitHub, GitLab), databases (PostgreSQL, MySQL), and debugging tools (Pdb).

04Support for state-of-the-art LLMs (GPT-5, Claude 4.5, Gemini 3.0, DeepSeek) and Bring Your Own Key (BYOK) functionality.

05Self-hosted deployment option for maximum security and control.

mini-swe-agent

01Minimal code (approx. 100 lines of Python)

02High performance (>74% on SWE-bench verified benchmark)

03Easy deployment and sandboxing (Docker, Podman, Singularity)

04Utilizes only Bash tools, avoiding complex tool-calling interfaces

05Linear history for simplified debugging and fine-tuning

Use Cases

refact

↳Generate code from natural language prompts.

↳Refactor and explain existing code for better quality and understanding.

↳Debug code, generate unit tests, and create documentation.

mini-swe-agent

↳Researchers for benchmarking, fine-tuning, or RL experiments without bloat

↳Developers who want to own, understand, and modify their AI tools

↳Engineers needing a trivial-to-sandbox and deployable solution anywhere

Best For

refact

—

mini-swe-agent

Trending

FAQ

What is the difference between refact and mini-swe-agent?

Both refact and mini-swe-agent are in the Code Assistant category. refact has 3.5k stars, while mini-swe-agent has 8.9k stars.

Which is better, refact or mini-swe-agent?

The best choice depends on your use case. Choose refact if Generate code from natural language prompts., and mini-swe-agent if Researchers for benchmarking, fine-tuning, or RL experiments without bloat.

Is refact free or open source?

Yes, refact is open source on GitHub (BSD-3-Clause).

Is mini-swe-agent free or open source?

Yes, mini-swe-agent is open source on GitHub (MIT).

Cloud Infrastructure

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Alternatives to refact →Alternatives to mini-swe-agent →refact details →mini-swe-agent details →mini-swe-agent vs ruflo →

TL;DR

Side-by-Side Comparison

Features

Use Cases

Best For

FAQ

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