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Compare AI Agents

Side-by-side comparison of AI agents

AutoGen icon
AutoGen
Free
Devin icon
Devin
$500/mo
特性
AutoGen iconAutoGen
Devin iconDevin
Rating 4.0 4.3
Starting PriceFree$500/mo
AutonomyMulti-AgentFull
任务成功率74%72%
平均响应时间100s300s
自主性
85
95
可靠性
74
78
易用性
50
75
成本效益
90
55
集成能力
70
80
支持
55
70
能力
codeshellapifile
codebrowsershellfileapi
优点
  • Free and open-source by Microsoft
  • Strong research backing
  • Flexible conversation patterns
  • Code execution support
  • Fully autonomous end-to-end coding
  • Can deploy applications independently
  • Persistent context across sessions
  • Shell and browser access
缺点
  • Research-quality, not production-ready
  • Complex setup
  • Limited documentation
  • No managed platform
  • 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AutoGenDevin
Long Context Recall (100K+)
74%
78%
Multi-Turn Consistency7/107/10
Knowledge Cutoff2025-042024-10
Web AccessNoYes
Batch Processing
Safety Score
5/10
7/10
Refusal Guidance4/106/10

Memory & Personalization

AutoGen
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:1/3
Devin
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:2/3

Safety & Version Control

AutoGen
Safety Composite45%
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: AutoGen

Deep Research

Analyze papers, gather insights from large datasets.

Devin
Runner-up: AutoGen

Customer Support

Handle tickets, FAQs, and live chat with empathy.

Devin
Runner-up: AutoGen

Workflow Automation

Automate repetitive tasks across apps.

Devin
Runner-up: AutoGen

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

Devin
Runner-up: AutoGen

Data Analysis

Process data, generate reports, find patterns.

Devin
Runner-up: AutoGen

Web Automation

Navigate sites, fill forms, extract data.

Devin
Runner-up: AutoGen

Budget-Friendly

Maximum capability at minimum cost.

AutoGen
Runner-up: Devin

成本比较

输入月度任务数以比较真实成本

105001000
AutoGen胜出
$110.00
$110.00 usage-based
Devin
$890.00
$500 base + $390.00 tokens

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