Deep Agents Code vs Toad

Feature	Deep Agents Code	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/oss/deepagents/code/overview	https://batrachian.ai
Language	python	python
Release Date	October 19, 2025	December 18, 2025
Last Updated	August 19, 2026	August 19, 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	#26 · 66.5% ±3.1 (Terminal-Bench 2.0) 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
Supported Subscriptions	ChatGPT	-
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