Recommended for you

User Tiers and Refresh Strategy

Tier	Interactions	Users	Refresh Period	Monthly Cost	Justification
Platinum	950560	3,806	7 Days	$10.09	Weekly refresh aligns with booking frequency of once per week
Gold	1000000	9,431	14 Days	$6.93	Bi-weekly refresh matches booking patterns of once per two weeks
Silver	1000000	43,902	Monthly	$8.64	Monthly refresh appropriate for monthly booking patterns
Red	1000000	~50,000 active	Every Login and limited once a month / user	$9.68	On-demand refresh optimizes costs for less frequent users

Total monthly cost: $35.34 (within $50 maximum budget allocation)

Data Ingestion: Process 1GB of data per tier at $0.05/GB
Model Training: Process user interactions at $0.000002 per interaction
- Platinum: 950,560 interactions
- Gold, Silver, Red: 1,000,000 interactions each
Inference: Generate recommendations at $0.15 per 1000 users
- Costs vary by tier based on user count Calculation : https://docs.google.com/spreadsheets/d/1MLdsCZUSgiIinAgDazUDAPVsOl7ED-LG8XWz0B5zeho/edit?usp=sharing