코딩 에이전트 비교
코드베이스에서 종단 간으로 작업하는 에이전트입니다. 저장소, CLI, 개발 도구에 직접 또는 중개 방식으로 액세스하여 구체적인 코드 변경(예: 파일, diff, PR)을 이해하고 생성함으로써 버그 수정, 기능 개발, 리팩터링, 테스트, 마이그레이션 같은 소프트웨어 개발 작업을 지원하거나 자율적으로 처리합니다.
언어 모델을 비교하려면 모델 벤치마크를 확인하세요.
| 제품 | 유형 | 오픈소스 | 자체 모델 사용 | 가격 | 출시 | 설명 | |
|---|---|---|---|---|---|---|---|
| Cursor | 독립형 IDE로컬/CLI클라우드 | 무료구독 $0-200/mo | Mar 2023 | AI-native IDE with chat, inline edits, and agent mode. Also offers CLI and background agents: run repo tasks from terminal or offload to a worker; get diffs, notes, and command output when done. | |||
| Claude Code | IDE 확장로컬/CLI클라우드 | Feb 2025 | Agentic coding tool accessible via CLI, web, and desktop integration. Plan steps, edit files, run commands; outputs diffs and reviewable patches. | ||||
| GitHub Copilot Coding Agent | IDE 확장클라우드 | 무료구독 $0-39/mo | May 2025 | Coding assistant in IDE and GitHub. Provides completions and chat over your repo; turns issues into PR-ready changes with summaries and reviewable diffs. | |||
| Windsurf | 독립형 IDE | 무료구독 $0-200/mo | Nov 2024 | Desktop coding IDE with an agent workflow for multi-file changes. Plans tasks, edits code, and iterates with local commands/tests; outputs diffs directly in the project. | |||
| Codex | IDE 확장로컬/CLI클라우드 | 무료구독엔터프라이즈사용량 기반 $0–200/mo | Apr 2025 | Agentic coding tool accessible via VS Code extension, CLI, or cloud. Extension: chat and diff workflow. CLI: repo-aware edits. Cloud: larger multi-step refactors in hosted environments. | |||
| Cline | IDE 확장로컬/CLI | 무료엔터프라이즈 Free + API costs | Jul 2024 | VS Code agent extension and CLI. Plan steps, edit files, run terminal commands using your model keys. Emphasizes transparent logs and patch-style results you review. | |||
| Devin | 클라우드 | Mar 2024 | Hosted coding agent in cloud dev environment (editor, terminal, browser). Assign a ticket; get PR-style changes and a progress trace. | ||||
| Aider | 로컬/CLI | 무료구독 Free + API costs | Jun 2023 | CLI pair-programmer for git repos. Describe changes then agent edits files, shows diffs, and commits incrementally for easy review and rollback. | |||
| Google Antigravity | 독립형 IDE | 무료구독 $0-250/mo | Nov 2025 | AI-native IDE where agents can plan, code, test, debug, and iterate. Can execute multi-step coding tasks via editor, terminal, browser; outputs plans and logs for audit. | |||
| Roo Code | IDE 확장 | 무료구독 Free + API costs | Nov 2024 | Agentic coding tool (VS Code extension). Turns goals into steps, applies multi-file edits, runs commands; outputs reviewable diffs and task logs. | |||
Amazon Q Developer Amazon | IDE 확장로컬/CLI | 무료구독 $0–19/mo | Apr 2024 | AWS-native coding assistant for IDEs and AWS console. Helps write code, troubleshoot AWS services, and generate snippets; strong on cloud config, IAM, and SDK usage. | |||
| Gemini Code Assist | IDE 확장로컬/CLI | 무료구독 $0–45+/mo | Apr 2024 | Google's IDE coding assistant for code completion + chat over your repo. Suggests edits, explains code, and helps refactor; integrates with Workspace/Cloud accounts. | |||
| Continue | IDE 확장로컬/CLI | 무료구독엔터프라이즈 $0–20/mo | Jul 2023 | Open-source IDE extension (VS Code/JetBrains) that connects to many models. Provides chat, autocomplete, and one-click "apply edit" patches grounded in your codebase. | |||
| OpenHands | 클라우드 | 무료엔터프라이즈사용량 기반 $0–500/mo | Mar 2024 | Open-source autonomous dev agent with a web UI. Can run commands, edit files, and iterate toward a goal in a sandbox; typically outputs a patch/PR plus execution logs. | |||
| Zed | 독립형 IDE | 무료구독엔터프라이즈사용량 기반 $0–10/mo | Jan 2024 | Fast, native code editor with built-in assistant features (chat + inline). Focus on responsive editing and collaboration; outputs direct file edits and explanations in-editor. | |||
| Augment Code | IDE 확장로컬/CLI | 무료구독엔터프라이즈 $20-200/mo | Apr 2024 | Codebase-aware assistant aimed at large repos. Integrates with IDE workflows to answer questions with citations from your code and propose reviewable multi-file patches. | |||
| Amp | IDE 확장로컬/CLI | 무료구독사용량 기반 Free + API costs | May 2025 | Agent-first coding tool for turning a task into concrete repo changes. Runs steps, edits files, and returns a diff plus a concise "what I changed" report for review. | |||
| KiroAmazon | 독립형 IDE로컬/CLI | 무료구독엔터프라이즈사용량 기반 $0–200/mo | Jul 2025 | Agentic IDE focused on going from specs to production code. Helps break work into tasks, apply multi-file changes, and keep outputs reviewable as diffs with rationale. | |||
| Jules | 클라우드 | 무료구독 $0–250/mo | May 2025 | Google's async coding agent. Connects to your repo, works on tasks in the background, and delivers changes as a PR/diff with a summary of steps taken. | |||
| Gemini CLI | 로컬/CLI | 무료사용량 기반 Free + API costs | Jun 2025 | CLI for Gemini. Useful for code Q&A, quick generation, and repo summaries from the terminal; outputs text plus suggested patches you can apply and test yourself. | |||
| Goose | 로컬/CLI | 무료구독 Free + API costs | Jan 2025 | Open-source dev agent from Block. Runs tool-driven workflows (commands, file edits) and returns a trace of actions plus the resulting code changes for review. | |||
| Warp 2.0 | 로컬/CLI | 무료구독엔터프라이즈사용량 기반 $0–200/mo | Jun 2025 | Modern terminal with an AI assistant built in. Helps compose commands, explain output, and run task-style flows; results are commands/scripts plus summarized terminal output. | |||
| Genie | 클라우드 | 무료구독 $0–99/mo | Aug 2024 | Cosine's coding agent aimed at delegating tickets end-to-end. Runs tasks and returns working code changes with a PR-style summary and reviewable diffs. | |||
| Manus | 클라우드 | 무료구독사용량 기반 $0-199/mo | Mar 2025 | General-purpose agent that also supports coding workflows. Can research, run multi-step tasks, and produce working code/artifacts; results delivered as reports plus files/diffs. | |||
| Mistral Vibe | IDE 확장로컬/CLI | 무료구독엔터프라이즈사용량 기반 $0–50/mo | Jun 2025 | Mistral's coding product for generation and refactoring. IDE extension and CLI. Focuses on developer workflows and code understanding; outputs snippets, suggestions, and patch-style edits. | |||
| opencode | IDE 확장로컬/CLI | 무료구독 Free + API costs | Jun 2025 | CLI-first coding agent for repo tasks. Accepts goals, proposes a plan, edits files, and outputs a reviewable diff/patch plus a short execution narrative. | |||
| Qoder | 독립형 IDE | 무료구독 $0–100/mo | Aug 2025 | Coding assistant positioned around task-to-code workflows. Aims to produce concrete multi-file edits and explanations, with results structured as diffs you can review. | |||
| Qwen Code | 로컬/CLI | 무료구독 Free + API costs | Jul 2025 | Open-source Qwen tooling for coding from the terminal. Provides repo-aware prompts and patch-style outputs; you apply changes via git and verify with your own tests. | |||
| Kimi CLI | IDE 확장로컬/CLI | 무료구독 Free + API costs | Oct 2025 | Kimi CLI for terminal workflows. Generate code, summarize repos, draft fixes; outputs text plus suggested changes you apply locally. | |||
| BLACKBOX | IDE 확장독립형 IDE로컬/CLI클라우드 | 구독엔터프라이즈 $10–40/mo | Sep 2022 | BLACKBOX coding agent across IDE extension, standalone IDE, CLI, and remote agent. Code search, generation, in-editor assistance, terminal workflows, and cloud delegation for longer tasks. |
시장 개요
표에서는 범주 열에 표시된 네 가지 범주로 코딩 에이전트를 비교합니다. IDE 확장 프로그램(예: GitHub Copilot, Cline, Continue, Roo Code, Amazon Q, Gemini Code Assist, Augment Code, Amp, Mistral Vibe), 전용 IDE(Cursor, Windsurf, Zed, Google Antigravity, Kiro, Qoder, BLACKBOX), CLI 도구(Claude Code, Aider, Codex, Gemini CLI, Goose, Warp 2.0, opencode, Qwen Code, Kimi CLI), 클라우드 플랫폼(Devin, OpenHands, Jules, Genie, Manus)입니다. 여러 범주에 걸쳐 제공되는 도구도 많습니다. 예를 들어 Cursor와 Codex는 각각 세 범주에 포함됩니다. 오픈 소스와 BYOM 지원이 일반적이며, 가격은 무료 오픈 소스(Aider, Cline, Goose, Gemini CLI)부터 클라우드 플랫폼의 월 $500 구독까지 다양합니다.
자주 묻는 질문
표는 에이전트를 네 가지 범주로 정리합니다: 기존 편집기에 AI 기능을 추가하는 IDE 확장(예: GitHub Copilot, Cline, Continue), AI를 중심으로 구축된 전용 IDE(예: Cursor, Windsurf, Zed), 터미널 기반 워크플로를 위한 CLI 도구(예: Claude Code, Aider, Gemini CLI), 원격 환경에서 작업을 비동기로 실행하는 클라우드 플랫폼(예: Devin, OpenHands, Jules). 많은 도구가 여러 범주에 걸쳐 있습니다.
많은 도구가 자체 모델 사용(BYOM)을 지원하여 API 키를 통해 커스텀 모델이나 호스팅 제공업체를 연결할 수 있습니다. Cline, Continue, Aider, Goose, Cursor, Zed 및 유사한 도구는 완전한 BYOM을 제공합니다. GitHub Copilot, Windsurf 등은 선별된 모델로 부분 BYOM을 제공합니다. Claude Code, Codex, Devin, Amazon Q는 BYOM을 지원하지 않으며 제공업체의 모델만 사용합니다.
네. Cline, Continue, Aider, OpenHands, Goose, Zed, Roo Code, Gemini CLI, Mistral Vibe, opencode, Qwen Code, Kimi CLI, BLACKBOX 등 많은 도구가 오픈소스입니다. 대부분은 LLM API 호출에 대해서만 비용을 청구합니다. GitHub Copilot에도 무료 등급이 있습니다. Devin, Genie 같은 클라우드 플랫폼은 보통 구독이 필요합니다.
범주(IDE 확장, 전용 IDE, CLI, 클라우드 플랫폼), 오픈소스 여부, BYOM 지원, 가격을 기준으로 에이전트를 비교합니다. 표는 새로운 도구와 변경 사항을 반영하기 위해 정기적으로 업데이트됩니다. LLM 벤치마크 보기