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Compare AI Agents

Side-by-side comparison of AI agents

Codeium (Windsurf) icon
Codeium (Windsurf)
Free
Devin icon
Devin
$500/mo
特性
Codeium (Windsurf) iconCodeium (Windsurf)
Devin iconDevin
Rating 4.2 4.3
Starting PriceFree$500/mo
AutonomySemiFull
任务成功率79%72%
平均响应时间0.5s300s
自主性
65
95
可靠性
79
78
易用性
90
75
成本效益
95
55
集成能力
88
80
支持
70
70
能力
codefileshell
codebrowsershellfileapi
优点
  • Generous free tier
  • Ultra-fast 0.5s completions
  • 70+ languages
  • Cascade multi-file agent
  • Fully autonomous end-to-end coding
  • Can deploy applications independently
  • Persistent context across sessions
  • Shell and browser access
缺点
  • Free tier has limits
  • Newer platform
  • Cascade still evolving
  • Limited enterprise features
  • 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Codeium (Windsurf)Devin
Long Context Recall (100K+)
75%
78%
Multi-Turn Consistency7/107/10
Knowledge Cutoff2025-042024-10
Web AccessYesYes
Batch Processing
Safety Score
7/10
7/10
Refusal Guidance6/106/10

Memory & Personalization

Codeium (Windsurf)
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

Codeium (Windsurf)
Safety Composite65%
Rollback SupportNone
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: Codeium (Windsurf)

Deep Research

Analyze papers, gather insights from large datasets.

Codeium (Windsurf)
Runner-up: Devin

Customer Support

Handle tickets, FAQs, and live chat with empathy.

Codeium (Windsurf)
Runner-up: Devin

Workflow Automation

Automate repetitive tasks across apps.

Codeium (Windsurf)
Runner-up: Devin

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

Codeium (Windsurf)
Runner-up: Devin

Data Analysis

Process data, generate reports, find patterns.

Codeium (Windsurf)
Runner-up: Devin

Web Automation

Navigate sites, fill forms, extract data.

Devin
Runner-up: Codeium (Windsurf)

Budget-Friendly

Maximum capability at minimum cost.

Codeium (Windsurf)
Runner-up: Devin

成本比较

输入月度任务数以比较真实成本

105001000
Codeium (Windsurf)胜出
$0.00
$0.00 usage-based
Devin
$890.00
$500 base + $390.00 tokens

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