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Compare AI Agents

Side-by-side comparison of AI agents

AutoGPT icon
AutoGPT
Free
CrewAI icon
CrewAI
Free
特性
AutoGPT iconAutoGPT
CrewAI iconCrewAI
Rating 3.8 4.3
Starting PriceFreeFree
AutonomyMulti-AgentMulti-Agent
任务成功率65%78%
平均响应时间120s120s
自主性
85
92
可靠性
65
78
易用性
55
70
成本效益
70
80
集成能力
60
85
支持
50
72
能力
browsercodeshellfileapiknowledge
codebrowserapifileknowledge
优点
  • Pioneering project
  • Very autonomous
  • Large community
  • Fully open-source
  • Intuitive role-based design
  • Excellent multi-agent collaboration
  • Open-source core
  • Strong community
缺点
  • 65% success rate
  • High token costs
  • Can loop endlessly
  • Requires technical setup
  • Requires Python knowledge
  • Token costs add up with multiple agents
  • Debugging complex crews is hard
  • Enterprise features gated

Deep Analysis

特性AutoGPTCrewAI
Long Context Recall (100K+)
68%
76%
Multi-Turn Consistency6/107/10
Knowledge Cutoff2025-032025-04
Web AccessYesNo
Batch Processing
Safety Score
5/10
6/10
Refusal Guidance4/105/10

Memory & Personalization

AutoGPT
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:2/3
CrewAI
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:2/3

Safety & Version Control

AutoGPT
Safety Composite45%
Rollback SupportPartial
CrewAI
Safety Composite55%
Rollback SupportPartial

Scenario Recommendations

Best agent pick for each real-world use case based on weighted scoring.

Coding Projects

Build, debug, and deploy code autonomously.

CrewAI
Runner-up: AutoGPT

Deep Research

Analyze papers, gather insights from large datasets.

CrewAI
Runner-up: AutoGPT

Customer Support

Handle tickets, FAQs, and live chat with empathy.

CrewAI
Runner-up: AutoGPT

Workflow Automation

Automate repetitive tasks across apps.

CrewAI
Runner-up: AutoGPT

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

CrewAI
Runner-up: AutoGPT

Data Analysis

Process data, generate reports, find patterns.

CrewAI
Runner-up: AutoGPT

Web Automation

Navigate sites, fill forms, extract data.

CrewAI
Runner-up: AutoGPT

Budget-Friendly

Maximum capability at minimum cost.

CrewAI
Runner-up: AutoGPT

成本比较

输入月度任务数以比较真实成本

105001000
AutoGPT胜出
$88.00
$88.00 usage-based
CrewAI
$176.00
$176.00 usage-based

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