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Compare AI Agents

Side-by-side comparison of AI agents

Haystack icon
Haystack
Free
CrewAI icon
CrewAI
Free
特性
Haystack iconHaystack
CrewAI iconCrewAI
Rating 4.0 4.3
Starting PriceFreeFree
AutonomySemiMulti-Agent
任务成功率80%78%
平均响应时间10s120s
自主性
62
92
可靠性
80
78
易用性
68
70
成本效益
88
80
集成能力
82
85
支持
70
72
能力
codeapiknowledgedatabasefile
codebrowserapifileknowledge
优点
  • Excellent NLP framework
  • Production-ready
  • Good documentation
  • Strong RAG support
  • Intuitive role-based design
  • Excellent multi-agent collaboration
  • Open-source core
  • Strong community
缺点
  • Requires Python expertise
  • Limited UI
  • Framework not agent
  • Self-hosting needed
  • Requires Python knowledge
  • Token costs add up with multiple agents
  • Debugging complex crews is hard
  • Enterprise features gated

Deep Analysis

特性HaystackCrewAI
Long Context Recall (100K+)
78%
76%
Multi-Turn Consistency7/107/10
Knowledge Cutoff2025-042025-04
Web AccessYesNo
Batch Processing
Safety Score
7/10
6/10
Refusal Guidance6/105/10

Memory & Personalization

Haystack
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

Haystack
Safety Composite65%
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: Haystack

Deep Research

Analyze papers, gather insights from large datasets.

CrewAI
Runner-up: Haystack

Customer Support

Handle tickets, FAQs, and live chat with empathy.

CrewAI
Runner-up: Haystack

Workflow Automation

Automate repetitive tasks across apps.

CrewAI
Runner-up: Haystack

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

CrewAI
Runner-up: Haystack

Data Analysis

Process data, generate reports, find patterns.

CrewAI
Runner-up: Haystack

Web Automation

Navigate sites, fill forms, extract data.

CrewAI
Runner-up: Haystack

Budget-Friendly

Maximum capability at minimum cost.

Haystack
Runner-up: CrewAI

成本比较

输入月度任务数以比较真实成本

105001000
Haystack胜出
$17.60
$17.60 usage-based
CrewAI
$176.00
$176.00 usage-based

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