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Compare AI Agents

Side-by-side comparison of AI agents

AgentCat Coding icon
AgentCat Coding
$20/mo
Devin icon
Devin
$500/mo
特性
AgentCat Coding iconAgentCat Coding
Devin iconDevin
Rating 4.5 4.3
Starting Price$20/mo$500/mo
AutonomyFullFull
任务成功率92%72%
平均响应时间45s300s
自主性
95
95
可靠性
88
78
易用性
90
75
成本效益
82
55
集成能力
85
80
支持
80
70
能力
codeapifileshelldatabase
codebrowsershellfileapi
优点
  • Handles multi-file changes seamlessly
  • Excellent context understanding of large codebases
  • Strong test generation capabilities
  • Supports multiple programming languages
  • Good IDE integration
  • Fully autonomous end-to-end coding
  • Can deploy applications independently
  • Persistent context across sessions
  • Shell and browser access
缺点
  • Can be slow on very large repositories
  • Occasional hallucination on edge-case APIs
  • Requires careful prompt engineering for complex tasks
  • 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AgentCat CodingDevin
Long Context Recall (100K+)
92%
78%
Multi-Turn Consistency88/107/10
Knowledge Cutoff2026-062024-10
Web AccessYesYes
Batch Processing
Safety Score
85/10
7/10
Refusal Guidance80/106/10

Memory & Personalization

AgentCat Coding
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:3/3
Devin
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:2/3

Safety & Version Control

AgentCat Coding
Safety Composite825%
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.

AgentCat Coding
Runner-up: Devin

Deep Research

Analyze papers, gather insights from large datasets.

AgentCat Coding
Runner-up: Devin

Customer Support

Handle tickets, FAQs, and live chat with empathy.

AgentCat Coding
Runner-up: Devin

Workflow Automation

Automate repetitive tasks across apps.

AgentCat Coding
Runner-up: Devin

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

AgentCat Coding
Runner-up: Devin

Data Analysis

Process data, generate reports, find patterns.

AgentCat Coding
Runner-up: Devin

Web Automation

Navigate sites, fill forms, extract data.

AgentCat Coding
Runner-up: Devin

Budget-Friendly

Maximum capability at minimum cost.

AgentCat Coding
Runner-up: Devin

成本比较

输入月度任务数以比较真实成本

105001000
AgentCat Coding胜出
$20.00
$20 base + $0.00 tokens
Devin
$890.00
$500 base + $390.00 tokens

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