AgentIndex icon
AgentIndex
hive logo
hive
★ 11.1k
vs
deer-flow logo
deer-flow
★ 84.3k

hive vs deer-flow

hive: Hive runs colonies of agents for business work: a long-lived queen agent pilots one unit of a task, saves the method as a skill, then fans the rest out to parallel workers that write results into a shared SQLite tracker. It ships persona queens, measured memory, in-process tools, MCP support and crash-safe state, and works with most LLM providers through LiteLLM.; deer-flow: DeerFlow is a community-driven framework designed for deep research, integrating language models with specialized tools for tasks like web search, crawling, and Python code execution. It offers a modular multi-agent system architecture for automated research, supporting various search engines, crawling tools, and private knowledge bases.

01

TL;DR

hive logo
hiveMulti-Agent · ★ 11.1k

Research or data-collection jobs made of many similar units, such as checking dozens of companies

Read hive full review →
deer-flow logo
deer-flowMulti-Agent · ★ 84.3k
When to choose:
  • You want a batteries-included LangGraph agent runtime with a file system, isolated bash/Docker sandbox, persistent memory, and sub-agent delegation.
  • You want to trigger long-running tasks from Feishu, WeCom, DingTalk, WeChat, Slack, or Telegram without exposing a public IP.
When to skip:
  • Your machine or VPS has only 2 vCPU / 4 GB RAM; DeerFlow recommends 8 vCPU / 16 GB RAM for shared servers.
  • You only want a lightweight script that writes cited web research reports without running local sandboxes; GPT Researcher is much lighter.
Read deer-flow full review →
02

Side-by-Side Comparison

Field
hive logohive
deer-flow logodeer-flow
Category
Multi-Agent
Multi-Agent
Stars
★ 11.1k
★ 84.3k
License
Apache-2.0
MIT
Install Command
git clone https://github.com/aden-hive/hive.git && cd hive && ./quickstart.sh
uv sync
Updated
4d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
multi-agent, agent-runtime, python
LLM, Multi-Agent, Research Automation
03

Features

hive logohive
01Queen and worker model: orchestration is a tool call (run_worker, run_playbook) rather than a predefined graph
02Shared SQLite tracker per colony, so progress can be queried, audited and resumed
03Persistent markdown memory benchmarked on LongMemEval
04Built-in shell, file, search, scraping and chart tools plus any MCP server via hive mcp add
05Cron, interval and webhook triggers, with Sentinel escalation to Telegram or Slack
deer-flow logodeer-flow
01Multi-model LLM integration via LiteLLM with OpenAI-compatible API
02Comprehensive web search and crawling using diverse engines like InfoQuest and Tavily
03RAG integration with multiple vector databases including Qdrant and RAGFlow
04Human-in-the-loop collaboration with intelligent clarification and interactive plan modification
05Automated content creation for podcasts and presentations with AI-powered script generation
04

Use Cases

hive logohive
↳Research or data-collection jobs made of many similar units, such as checking dozens of companies
↳Growth, RevOps, lead generation and content tasks handled by persona agents
↳Long-running batch work that must survive crashes and pick up where it stopped
deer-flow logodeer-flow
↳Conducting deep research and generating comprehensive reports with multimedia content
↳Automated creation of podcasts, articles, and presentations from research findings
↳Intelligent information retrieval and analysis for complex queries and trending topics
05

Best For

hive logohive
Most Popular
deer-flow logodeer-flow
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between hive and deer-flow?
Both hive and deer-flow are in the Multi-Agent category. hive has 11.1k stars, while deer-flow has 84.3k stars.
Which is better, hive or deer-flow?
The best choice depends on your use case. Choose hive if Research or data-collection jobs made of many similar units, such as checking dozens of companies, and deer-flow if Conducting deep research and generating comprehensive reports with multimedia content.
Is hive free or open source?
Yes, hive is open source on GitHub (Apache-2.0).
Is deer-flow free or open source?
Yes, deer-flow is open source on GitHub (MIT).
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Related

Alternatives to hive →Alternatives to deer-flow →hive details →deer-flow details →OpenClaw vs deer-flow →GPT Researcher vs deer-flow →