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Compare AI Agents

Side-by-side comparison of AI agents

Flowise icon
Flowise
Free
CrewAI icon
CrewAI
Free
特性
Rating 4.0 4.3
Starting PriceFreeFree
AutonomyMulti-AgentMulti-Agent
任务成功率72%78%
平均响应时间15s120s
自主性
65
92
可靠性
72
78
易用性
88
70
成本效益
85
80
集成能力
80
85
支持
60
72
能力
codeapifileknowledgedatabase
codebrowserapifileknowledge
优点
  • Visual drag-and-drop
  • No-code approach
  • Open source
  • Large component library
  • Intuitive role-based design
  • Excellent multi-agent collaboration
  • Open-source core
  • Strong community
缺点
  • Limited agent autonomy
  • Performance varies
  • Self-hosting complexity
  • Community support only
  • Requires Python knowledge
  • Token costs add up with multiple agents
  • Debugging complex crews is hard
  • Enterprise features gated

Deep Analysis

特性FlowiseCrewAI
Long Context Recall (100K+)
68%
76%
Multi-Turn Consistency6/107/10
Knowledge Cutoff2025-032025-04
Web AccessYesNo
Batch Processing
Safety Score
6/10
6/10
Refusal Guidance5/105/10

Memory & Personalization

Flowise
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

Flowise
Safety Composite55%
Rollback SupportFull
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: Flowise

Deep Research

Analyze papers, gather insights from large datasets.

CrewAI
Runner-up: Flowise

Customer Support

Handle tickets, FAQs, and live chat with empathy.

CrewAI
Runner-up: Flowise

Workflow Automation

Automate repetitive tasks across apps.

CrewAI
Runner-up: Flowise

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

Flowise
Runner-up: CrewAI

Data Analysis

Process data, generate reports, find patterns.

CrewAI
Runner-up: Flowise

Web Automation

Navigate sites, fill forms, extract data.

CrewAI
Runner-up: Flowise

Budget-Friendly

Maximum capability at minimum cost.

Flowise
Runner-up: CrewAI

成本比较

输入月度任务数以比较真实成本

105001000
Flowise胜出
$22.00
$22.00 usage-based
CrewAI
$176.00
$176.00 usage-based