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Refact.ai vs Continue — Self-Hosted AI Agent vs Open-Source IDE Extension

Current status: Continue has been acquired by Cursor and is now treated on aicoolies as a graveyard/historical product. Refact.ai and Continue both offer open-source AI coding assistance but target different segments of the developer market. Refact.ai has evolved into a full autonomous coding agent ranked first on SWE-bench Verified among open-source entries, with enterprise self-hosted deployment as its key differentiator. Continue focuses on being a lightweight, model-agnostic IDE extension that integrates seamlessly with any LLM provider.

Analyzed by Raşit Akyol on April 3, 2026

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Current status note: Continue’s official site now says Continue has been acquired by Cursor. Treat Continue as historical context, not as a current standalone product recommendation, and verify active alternatives before choosing a coding assistant.

What Sets Them Apart

Refact.ai positions itself as an end-to-end engineering agent that goes far beyond code completion. The platform plans multi-step tasks, connects to GitHub, GitLab, Docker, PostgreSQL, and MySQL, searches and analyzes repositories, and iterates until tasks reach successful completion. Its number one ranking on SWE-bench Verified among open-source agents validates the effectiveness of this autonomous approach for real-world software engineering problems.

Refact.ai and Continue at a Glance

Continue takes a deliberately minimal approach as a VS Code and JetBrains extension that acts as a bridge between developers and their preferred LLM providers. It supports inline code completion via Tab autocomplete, chat-based assistance for explaining and refactoring code, and context injection from files, terminal output, documentation, and codebase search. The philosophy is to provide a clean interface layer rather than an autonomous agent.

Self-hosted deployment is where Refact.ai creates the strongest separation from competitors. Organizations can run the entire AI coding infrastructure on their own NVIDIA GPUs using Docker, ensuring source code never leaves company servers. This addresses the fundamental trust barrier that prevents many enterprises from adopting cloud-based AI coding tools, particularly in regulated industries like finance, healthcare, and defense.

Continue's model flexibility is its core strength. The extension works with virtually any LLM provider through a unified configuration, including OpenAI, Anthropic, Google, Mistral, Ollama for local models, and any OpenAI-compatible API endpoint. Users can configure different models for different functions, using a fast small model for completions and a larger model for complex chat interactions, optimizing both speed and cost.

Code Completion and Agent Workflows

The code completion experience differs in approach. Refact.ai uses a fine-tuned Qwen2.5-Coder model powered by RAG that indexes the entire codebase for context-aware suggestions reflecting project-specific patterns. Continue offers Tab autocomplete that works with any configured model, relying on the model's own capabilities supplemented by context from the current file, open tabs, and manually added documentation.

Agent capabilities represent the starkest contrast. Refact.ai's agent connects to development tools and databases, executes shell commands, browses the web, and maintains a growing knowledge base that improves with each interaction. Continue provides no autonomous agent functionality, instead offering manual code actions like explain, refactor, and generate tests that execute in a single turn without multi-step planning.

Enterprise features and pricing models diverge significantly. Refact.ai offers tiered pricing from a free tier with 5,000 coins through Pro and Enterprise plans that include on-premise deployment, custom model fine-tuning on organizational codebases, and dedicated engineering support. Continue is entirely free and open-source under Apache 2.0, with optional Continue for Teams offering centralized configuration management.

Learning, Adaptation, and Privacy

The learning and adaptation dimension favors Refact.ai. The platform maintains a project-specific memory that accumulates insights from developer interactions, learns coding preferences and standards, and shares knowledge across team members. Continue does not persist learning between sessions, relying instead on static context providers and manual configuration of documentation sources.

Community size and ecosystem breadth favor Continue. With broad adoption across the VS Code ecosystem and active development of context providers for diverse documentation sources, Continue benefits from a larger contributor base. Refact.ai has a smaller but dedicated community focused on self-hosted deployment scenarios and enterprise agent workflows that require deeper tool integration.

The Bottom Line

For organizations that need on-premise AI coding with autonomous agent capabilities and are willing to invest in infrastructure, Refact.ai delivers enterprise-grade self-hosted AI development. For developers and teams wanting a lightweight, free, model-agnostic coding assistant that integrates cleanly with their existing tool choices, Continue provides the most flexible and accessible option.

Quick Comparison

FeatureRefact.aiContinue
PricingRefact Cloud shutdown banner; self-host/on-prem and enterprise paths; BYOK/model costs applyHistorical; standalone Continue acquired by Cursor
PlatformsVS Code, JetBrains, self-host/on-prem infrastructure, BYOK OpenAI-compatible model routesVS Code, JetBrains, CLI
Open SourceYesYes
TelemetryCleanClean
DescriptionRefact.ai is an open-source/on-premise oriented AI coding agent for VS Code and JetBrains that supports BYOK model routing, codebase understanding, developer-tool integrations and self-hosted deployment. Its public site now warns that Refact Cloud is shutting down soon, so teams should treat hosted availability as a migration risk and validate the current enterprise support path.Continue was a model-agnostic open-source AI coding assistant for VS Code and JetBrains. Its official site now says Continue has been acquired by Cursor, so this aicoolies entry is kept as historical/graveyard context rather than an active standalone recommendation.