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Side-by-side comparison of AI agents

GitHub Copilot Agent icon
GitHub Copilot Agent
$39/mo
Devin icon
Devin
$500/mo
特性
GitHub Copilot Agent iconGitHub Copilot Agent
Devin iconDevin
Rating 4.2 4.3
Starting Price$39/mo$500/mo
AutonomyFullFull
任务成功率75%72%
平均响应时间180s300s
自主性
85
95
可靠性
76
78
易用性
90
75
成本效益
82
55
集成能力
95
80
支持
80
70
能力
codeshellfileapi
codebrowsershellfileapi
优点
  • Deep GitHub integration
  • Handles Issues autonomously
  • Runs CI/CD tests
  • Best IDE integration
  • Fully autonomous end-to-end coding
  • Can deploy applications independently
  • Persistent context across sessions
  • Shell and browser access
缺点
  • Limited to GitHub ecosystem
  • Struggles with complex architecture
  • No browser automation
  • Requires good Issue descriptions
  • 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GitHub Copilot AgentDevin
Long Context Recall (100K+)
80%
78%
Multi-Turn Consistency7/107/10
Knowledge Cutoff2025-032024-10
Web AccessYesYes
Batch Processing
Safety Score
8/10
7/10
Refusal Guidance7/106/10

Memory & Personalization

GitHub Copilot Agent
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

GitHub Copilot Agent
Safety Composite75%
Rollback SupportFull
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.

GitHub Copilot Agent
Runner-up: Devin

Deep Research

Analyze papers, gather insights from large datasets.

GitHub Copilot Agent
Runner-up: Devin

Customer Support

Handle tickets, FAQs, and live chat with empathy.

GitHub Copilot Agent
Runner-up: Devin

Workflow Automation

Automate repetitive tasks across apps.

GitHub Copilot Agent
Runner-up: Devin

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

GitHub Copilot Agent
Runner-up: Devin

Data Analysis

Process data, generate reports, find patterns.

GitHub Copilot Agent
Runner-up: Devin

Web Automation

Navigate sites, fill forms, extract data.

GitHub Copilot Agent
Runner-up: Devin

Budget-Friendly

Maximum capability at minimum cost.

GitHub Copilot Agent
Runner-up: Devin

成本比较

输入月度任务数以比较真实成本

105001000
GitHub Copilot Agent胜出
$105.00
$39 base + $66.00 tokens
Devin
$890.00
$500 base + $390.00 tokens

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