Infrastructure & Concurrency Cost Calculator

GUUT vs Traditional Architecture - Bottom-up Cost Analysis

Configuration

Usage Pattern

Unique users per day

How often each user accesses

Total daily sessions

Traditional Live Query (Other)

Real-time backend queries

Average user session length

Compute + DB + cache per query

GUUT InfoApp

One-time generation query

One generation per user

No server resources consumed

Key Principle:

GUUT does not make queries cheaper. It makes many queries disappear. InfoApps are generated once per user (regardless of sessions), then run entirely in the browser. Session duration is irrelevant because no backend resources are consumed during user interaction—all compute happens client-side.

Note: Concurrent sessions are used only for peak capacity planning (hardware sizing). All cost calculations are based on total daily sessions.

For infrastructure capacity sizing

Percentage of read operations

Future traffic projection

Note: Infrastructure costs remain the same. GUUT reduces how often they're needed.

Application Tier

Database Tier

Cache Tier

GUUT Generation Infrastructure

One-time compute per generation

Scheduled/on-demand generations

Average size per InfoApp

Data Storage Cost

Fixed database storage

Storage cost per GB

Network & Delivery

JSON responses per query

Complete packaged InfoApp

Fixed Platform Costs

Cost Comparison

Other - Monthly
$0
GUUT - Monthly
$0
Other - Annual
$0
GUUT - Annual
$0

Cost Breakdown - Other (Live Query)

Application Tier $0
Database Tier $0
Cache Tier $0
Query Cost (Continuous) $0
Data Storage $0
Network / Bandwidth $0
Fixed Costs $0

Cost Breakdown - GUUT InfoApp

Compute Cost (Per User) $0
Unit Price (InfoApp Generation) $0
Infrastructure (Batch) $0
Data Storage (InfoApps) $0
Network / CDN Delivery $0
Fixed Platform Cost $0

Capacity Requirements

Other (Real-time): 0 App Servers 0 DB Nodes 0 Cache Nodes
GUUT (Batch Generation): 1 Gen Server 1 DB Node 0% less cost

Derived Metrics & Impact

Queries per Second - Peak (Other) 0
Queries per Second - Peak (GUUT) 0
Total Queries per Day (Other) 0
Total Queries per Day (GUUT) 0
DB QPS - Peak (Other) 0
DB QPS - Steady-state (GUUT) 0
Monthly Bandwidth (Other) 0 GB
Monthly Bandwidth (GUUT) 0 GB
Cost per Session (Other) $0
Cost per Session (GUUT) $0

Annual Savings with GUUT

$0
0% cost reduction

"GUUT shifts cost from per-interaction infrastructure to one-time generation,
collapsing query volume, traffic, and steady-state concurrency."