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Compare AI Agents

Side-by-side comparison of AI agents

Windmill icon
Windmill
Free
Zapier AI Actions icon
Zapier AI Actions
$29/mo
特性
Windmill iconWindmill
Zapier AI Actions iconZapier AI Actions
Rating 3.9 4.3
Starting PriceFree$29/mo
AutonomySemiFull
任务成功率82%92%
平均响应时间5s15s
自主性
62
75
可靠性
82
92
易用性
72
85
成本效益
92
80
集成能力
75
99
支持
62
85
能力
codeapidatabasefileshell
apiemailfiledatabasecrmcalendar
优点
  • Developer-friendly
  • Multi-language support
  • Auto-generated UIs
  • Self-hostable
  • 7,000+ app integrations
  • 92% success rate — highest reliability
  • Fast 15s execution
  • Mature, battle-tested platform
缺点
  • Developer-focused
  • Limited no-code
  • Smaller community
  • Complex for non-devs
  • $29/mo minimum
  • Complex workflows can be fragile
  • Limited AI reasoning
  • Not truly autonomous for novel tasks

Deep Analysis

特性WindmillZapier AI Actions
Long Context Recall (100K+)
70%
68%
Multi-Turn Consistency7/107/10
Knowledge Cutoff2025-04Real-time
Web AccessYesYes
Batch Processing
Safety Score
7/10
7/10
Refusal Guidance6/106/10

Memory & Personalization

Windmill
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:2/3
Zapier AI Actions
Long-term Memory
Editable Memory
Cross-Device Sync
Memory Score:3/3

Safety & Version Control

Windmill
Safety Composite65%
Rollback SupportFull
Zapier AI Actions
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.

Zapier AI Actions
Runner-up: Windmill

Deep Research

Analyze papers, gather insights from large datasets.

Zapier AI Actions
Runner-up: Windmill

Customer Support

Handle tickets, FAQs, and live chat with empathy.

Zapier AI Actions
Runner-up: Windmill

Workflow Automation

Automate repetitive tasks across apps.

Zapier AI Actions
Runner-up: Windmill

Meeting Notes & Summary

Transcribe, summarize, and extract action items.

Zapier AI Actions
Runner-up: Windmill

Data Analysis

Process data, generate reports, find patterns.

Zapier AI Actions
Runner-up: Windmill

Web Automation

Navigate sites, fill forms, extract data.

Zapier AI Actions
Runner-up: Windmill

Budget-Friendly

Maximum capability at minimum cost.

Zapier AI Actions
Runner-up: Windmill

成本比较

输入月度任务数以比较真实成本

105001000
Windmill胜出
$4.40
$4.40 usage-based
Zapier AI Actions
$30.76
$29 base + $1.76 tokens

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