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Compare AI Agents

Side-by-side comparison of AI agents

Agency Swarm icon
Agency Swarm
Free
Devin icon
Devin
$500/mo
特性
Agency Swarm iconAgency Swarm
Devin iconDevin
Rating 3.7 4.3
Starting PriceFree$500/mo
AutonomyMulti-AgentFull
任务成功率64%72%
平均响应时间60s300s
自主性
72
95
可靠性
64
78
易用性
60
75
成本效益
72
55
集成能力
55
80
支持
45
70
能力
codeapifileknowledgebrowser
codebrowsershellfileapi
优点
  • Clean framework design
  • Good communication patterns
  • Flexible agent roles
  • Open source
  • Fully autonomous end-to-end coding
  • Can deploy applications independently
  • Persistent context across sessions
  • Shell and browser access
缺点
  • 64% success rate
  • Smaller community
  • Limited production use
  • Requires Python expertise
  • Very expensive at $500/mo
  • Slower than human developers for complex tasks
  • 72% success rate means retries needed
  • Limited to standard web stacks

Deep Analysis

特性Agency SwarmDevin
Long Context Recall (100K+)
64%
78%
Multi-Turn Consistency6/107/10
Knowledge Cutoff2025-022024-10
Web AccessYesYes
Batch Processing
Safety Score
5/10
7/10
Refusal Guidance5/106/10

Memory & Personalization

Agency Swarm
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:2/3
Devin
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:2/3

Safety & Version Control

Agency Swarm
Safety Composite50%
Rollback SupportPartial
Devin
Safety Composite65%
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.

Devin
Runner-up: Agency Swarm

Deep Research

Analyze papers, gather insights from large datasets.

Devin
Runner-up: Agency Swarm

Customer Support

Handle tickets, FAQs, and live chat with empathy.

Devin
Runner-up: Agency Swarm

Workflow Automation

Automate repetitive tasks across apps.

Devin
Runner-up: Agency Swarm

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

Devin
Runner-up: Agency Swarm

Data Analysis

Process data, generate reports, find patterns.

Devin
Runner-up: Agency Swarm

Web Automation

Navigate sites, fill forms, extract data.

Devin
Runner-up: Agency Swarm

Budget-Friendly

Maximum capability at minimum cost.

Devin
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
Devin
$890.00
$500 base + $390.00 tokens

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