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Compare AI Agents

Side-by-side comparison of AI agents

SWE-Agent icon
SWE-Agent
Free
Devin icon
Devin
$500/mo
特性
SWE-Agent iconSWE-Agent
Devin iconDevin
Rating 3.8 4.3
Starting PriceFree$500/mo
AutonomyFullFull
任务成功率55%72%
平均响应时间240s300s
自主性
78
95
可靠性
58
78
易用性
45
75
成本效益
95
55
集成能力
50
80
支持
40
70
能力
codeshellfile
codebrowsershellfileapi
优点
  • Completely free and open-source
  • Top SWE-Bench performance
  • Customizable agent framework
  • Academic research quality
  • Fully autonomous end-to-end coding
  • Can deploy applications independently
  • Persistent context across sessions
  • Shell and browser access
缺点
  • Requires technical setup
  • 55% success rate on real tasks
  • No hosted version
  • Requires own API keys
  • 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SWE-AgentDevin
Long Context Recall (100K+)
75%
78%
Multi-Turn Consistency7/107/10
Knowledge Cutoff2025-012024-10
Web AccessNoYes
Batch Processing
Safety Score
5/10
7/10
Refusal Guidance4/106/10

Memory & Personalization

SWE-Agent
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:0/3
Devin
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:2/3

Safety & Version Control

SWE-Agent
Safety Composite45%
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.

Devin
Runner-up: SWE-Agent

Deep Research

Analyze papers, gather insights from large datasets.

Devin
Runner-up: SWE-Agent

Customer Support

Handle tickets, FAQs, and live chat with empathy.

Devin
Runner-up: SWE-Agent

Workflow Automation

Automate repetitive tasks across apps.

Devin
Runner-up: SWE-Agent

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

Devin
Runner-up: SWE-Agent

Data Analysis

Process data, generate reports, find patterns.

Devin
Runner-up: SWE-Agent

Web Automation

Navigate sites, fill forms, extract data.

Devin
Runner-up: SWE-Agent

Budget-Friendly

Maximum capability at minimum cost.

SWE-Agent
Runner-up: Devin

成本比较

输入月度任务数以比较真实成本

105001000
SWE-Agent胜出
$88.00
$88.00 usage-based
Devin
$890.00
$500 base + $390.00 tokens

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