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Compare AI Agents

Side-by-side comparison of AI agents

AgentGPT icon
AgentGPT
Free
CrewAI icon
CrewAI
Free
特性
AgentGPT iconAgentGPT
CrewAI iconCrewAI
Rating 3.6 4.3
Starting PriceFreeFree
AutonomyMulti-AgentMulti-Agent
任务成功率62%78%
平均响应时间60s120s
自主性
72
92
可靠性
62
78
易用性
85
70
成本效益
80
80
集成能力
35
85
支持
40
72
能力
browsercodeapiknowledge
codebrowserapifileknowledge
优点
  • No-code agent creation
  • Browser-based
  • Free and open-source
  • Simple to use
  • Intuitive role-based design
  • Excellent multi-agent collaboration
  • Open-source core
  • Strong community
缺点
  • 62% success rate
  • BYO API keys
  • Limited capabilities
  • No production support
  • Requires Python knowledge
  • Token costs add up with multiple agents
  • Debugging complex crews is hard
  • Enterprise features gated

Deep Analysis

特性AgentGPTCrewAI
Long Context Recall (100K+)
62%
76%
Multi-Turn Consistency5/107/10
Knowledge Cutoff2025-012025-04
Web AccessYesNo
Batch Processing
Safety Score
5/10
6/10
Refusal Guidance4/105/10

Memory & Personalization

AgentGPT
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:0/3
CrewAI
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:2/3

Safety & Version Control

AgentGPT
Safety Composite45%
Rollback SupportNone
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: AgentGPT

Deep Research

Analyze papers, gather insights from large datasets.

CrewAI
Runner-up: AgentGPT

Customer Support

Handle tickets, FAQs, and live chat with empathy.

CrewAI
Runner-up: AgentGPT

Workflow Automation

Automate repetitive tasks across apps.

CrewAI
Runner-up: AgentGPT

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

CrewAI
Runner-up: AgentGPT

Data Analysis

Process data, generate reports, find patterns.

CrewAI
Runner-up: AgentGPT

Web Automation

Navigate sites, fill forms, extract data.

CrewAI
Runner-up: AgentGPT

Budget-Friendly

Maximum capability at minimum cost.

CrewAI
Runner-up: AgentGPT

成本比较

输入月度任务数以比较真实成本

105001000
AgentGPT胜出
$44.00
$44.00 usage-based
CrewAI
$176.00
$176.00 usage-based

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