Magic vs Sweep
Two Coding AI tools, side by side. Both are verified against their own live sites. Here is what each does well and who it is for, so you can choose what fits.
Magic
www.magic.dev
Frontier code models to automate software engineering
Best forOrganizations exploring frontier models for large-context code automation
What it doesMagic builds frontier code models aimed at automating software engineering and research. Its approach combines frontier-scale pre-training, domain-specific reinforcement learning for code, and ultra-long context windows for handling large codebases and complex problems.
Capabilities
Visit Magic →- Frontier code models
- Domain-specific reinforcement learning
- Ultra-long context windows
- Inference-time compute optimization
Sweep
www.sweep.dev
AI autocomplete and coding agent for JetBrains IDEs
Best forJetBrains IDE users wanting fast, codebase-aware autocomplete and an AI agent
PricingFree trial, from $10/mo · current pricing
What it doesSweep is an AI coding assistant for JetBrains IDEs that provides context-aware autocomplete and an AI agent for writing and refactoring code. It includes code indexing, AI code review, web search and MCP server support.
Capabilities
Visit Sweep →- Context-aware autocomplete using a custom model
- AI agent for code generation and refactoring
- Code indexing and AI code review
- Web search and MCP server support across JetBrains IDEs
How to choose
Choose Magic if you are organizations exploring frontier models for large-context code automation. Choose Sweep if you are jetbrains ide users wanting fast, codebase-aware autocomplete and an ai agent. Both sit in Coding; the right pick depends on your exact workflow and budget.
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