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Anyscale vs Smartlook: 2026 Comparison

Anyscale Smartlook
Overview Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. Smartlook provides qualitative analytics through session recordings and heatmaps for both websites and mobile apps. It offers event-based tracking with always-on session recording for comprehensive behavior analysis.
Pricing Pay-per-use ($$-$$$$) Freemium ($0-custom)
Key Features
  • Ray-based
  • Auto-scaling
  • Fine-tuning
  • Managed endpoints
  • Multi-model
  • GPU clusters
  • Session recordings
  • heatmaps
  • event tracking
  • funnel analysis
  • mobile app analytics
  • crash reports
  • retention tables
  • API access
Pros
  • Built on Ray
  • Excellent scaling
  • Production-grade
  • Fine-tuning support
  • Good mobile app support
  • Always-on recording
  • Affordable pricing
  • Easy implementation
Cons
  • Complex setup
  • Higher learning curve
  • Enterprise-focused pricing
  • Limited free tier
  • Basic heatmaps
  • Fewer features than enterprise tools
  • Dashboard could be more intuitive