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Compare AI Agents

Side-by-side comparison of AI agents

Agency Swarm icon
Agency Swarm
Free
CrewAI icon
CrewAI
Free
特性
Agency Swarm iconAgency Swarm
CrewAI iconCrewAI
Rating 3.7 4.3
Starting PriceFreeFree
AutonomyMulti-AgentMulti-Agent
任务成功率64%78%
平均响应时间60s120s
自主性
72
92
可靠性
64
78
易用性
60
70
成本效益
72
80
集成能力
55
85
支持
45
72
能力
codeapifileknowledgebrowser
codebrowserapifileknowledge
优点
  • Clean framework design
  • Good communication patterns
  • Flexible agent roles
  • Open source
  • Intuitive role-based design
  • Excellent multi-agent collaboration
  • Open-source core
  • Strong community
缺点
  • 64% success rate
  • Smaller community
  • Limited production use
  • Requires Python expertise
  • Requires Python knowledge
  • Token costs add up with multiple agents
  • Debugging complex crews is hard
  • Enterprise features gated

Deep Analysis

特性Agency SwarmCrewAI
Long Context Recall (100K+)
64%
76%
Multi-Turn Consistency6/107/10
Knowledge Cutoff2025-022025-04
Web AccessYesNo
Batch Processing
Safety Score
5/10
6/10
Refusal Guidance5/105/10

Memory & Personalization

Agency Swarm
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

Agency Swarm
Safety Composite50%
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: Agency Swarm

Deep Research

Analyze papers, gather insights from large datasets.

CrewAI
Runner-up: Agency Swarm

Customer Support

Handle tickets, FAQs, and live chat with empathy.

CrewAI
Runner-up: Agency Swarm

Workflow Automation

Automate repetitive tasks across apps.

CrewAI
Runner-up: Agency Swarm

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

CrewAI
Runner-up: Agency Swarm

Data Analysis

Process data, generate reports, find patterns.

CrewAI
Runner-up: Agency Swarm

Web Automation

Navigate sites, fill forms, extract data.

CrewAI
Runner-up: Agency Swarm

Budget-Friendly

Maximum capability at minimum cost.

CrewAI
Runner-up: Agency Swarm

成本比较

输入月度任务数以比较真实成本

105001000
Agency Swarm胜出
$52.80
$52.80 usage-based
CrewAI
$176.00
$176.00 usage-based

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