Coding Agent Internals

2026 Deep Comparison — 12 Agents · 5 Dimensions2026 工具实现深度对比 — 12 个 Agent · 5 个维度

12 Agents 5 Dimensions 2026

Not Feature Lists — Implementation Anatomy不是功能列表,是实现解剖

We don't care "does it have search?". We care whether search is a shell fork to rg, an in-process ripgrep, or IDE-native. 关注的不是"有没有搜索功能",而是搜索用的是 rg shell 调用、内嵌 ripgrep、还是 IDE 原生搜索

Terminal CLI Agents终端 CLI Agent

Agent Search搜索 Edit编辑 LSP Memory记忆 Price价格
Claude Coderg shellplain text纯文本$20-200/mo
Codexbuilt-in内置plain text纯文本$20-200/mo
ompin-process ripgrep内嵌 ripgrephash-anchored + ASTHash 锚定 + AST✅ 13 opsHindsightfree BYO免费 BYO
Hermesrg shellplain text纯文本mem0free BYO免费 BYO
Aiderrg shelldiff+linefree BYO免费 BYO
OpenCoderg shellplain text纯文本limited有限free BYO免费 BYO
Gemini CLIbuilt-in内置plain text纯文本free tier免费额度
Copilot CLIbuilt-in内置plain text纯文本$10/mo

All Agents所有 Agent

Claude Code

Terminal CLI · Anthropic终端 CLI · Anthropic

Codex

CLI + Cloud · OpenAICLI + 云端 · OpenAI

omp

Terminal CLI · 28K ⭐终端 CLI · 28K ⭐

Hermes Agent

Terminal CLI · 237K ⭐终端 CLI · 237K ⭐

Aider

Terminal CLI终端 CLI

OpenCode

Terminal CLI终端 CLI

Gemini CLI

Terminal CLI · 107K ⭐终端 CLI · 107K ⭐

Copilot CLI

Terminal CLI · GitHub终端 CLI · GitHub

Cursor

AI IDE

Windsurf

AI IDE

Cline

VS Code ExtensionVS Code 插件

Devin

Standalone Platform独立平台
⭐ GitHub Repo 📖 Full Comparison📖 阅读完整对比