Cloud Infrastructure Economics
Pure Edge Computation
Cloudflare R2 vs AWS S3 Storage & Egress Cost Comparison
Evaluates monthly cloud object storage invoices, API Class A/B request fees, and zero-egress bandwidth margins.
Formula:
Savings = (AWS_Storage + AWS_Egress) - (R2_Storage + $0_Egress)
Model Parameters
Outputs & Underwriting Summary
Calculation Status
ZERO-EGRESS APPLIED
Verified Model
Net Monthly Cost Savings
$14,250.60
Percentage Savings: 94.4%
Monthly Bill Comparison
$840.90 vs $15,091.50
AWS Egress Penalty: $13,824.00
Eliminating AWS S3 egress fees ($92.16/TB) saves $14,250.60 per month (94.4% reduction) on Cloudflare R2.
AutoPublish AI Computational & Analytical Suite
AI Inference Architecture
LLM Reasoning & Inference Cost Calculator
Evaluates hidden chain-of-thought token costs and monthly budget scaling for reasoning models versus standard large language models.
Distributed ML Serving
Transformer KV Cache VRAM Allocation Modeler
Models High-Bandwidth Memory (HBM) consumption for transformer attention layers during long-context serving.
SaaS Operations & Pricing
B2B SaaS Net Revenue Retention (NRR) & Expansion Modeler
Decomposes enterprise customer expansion velocity, down-sell contraction, and logo churn into actionable valuation metrics.