Deep Agents CLI vs. Toad

Feature	Deep Agents CLI	Toad

Tagline	A pre-built coding agent powered by any LLM with tool calling	A unified interface for AI in your terminal
Website	https://docs.langchain.com/deepagents	https://batrachian.ai
Language	python	python
Release Date	October 19, 2025	December 18, 2025
Last Updated	June 3, 2026	April 28, 2026
Provider Type	Independent	Independent
MCP Support	Yes	Yes
Multi-Agent Support	Yes	Yes
Git Integration	basic	deep
Multi-File Editing	Yes	Yes
Auto Test Running	No	No
Sandbox / Permissions	Yes	No
Image / Multimodal Input	No	Yes
Voice Mode	No	No
IDE Integration	None - terminal only	None - terminal only
Hooks / Extensions	Yes	Yes
Web Search	Yes	Yes
Local Model Support	Yes	Yes
Context Window	Model-dependent; compression at threshold	Depends on underlying agent
Terminal Bench 2.0	#29 · 66.5% ±3.1 ¹
Supported Models	Any LangChain model: Claude, GPT-5, Gemini, DeepSeek, Ollama, Groq, xAI	Compatible with AI coding agents and models from Anthropic, OpenAI, Google, xAI, Kimi, OpenHands via ACP
Pricing Model	BYOK	Free
Free Tier	Yes	Yes
Price Range	Free (BYOK)	Free
Source Code Availability	Open Source (MIT)	Open Source (AGPL-3.0)
Source Code	https://github.com/langchain-ai/deepagents	https://github.com/batrachianai/toad
Development State	active	active