💰 AI Model Cost & Speed Matrix

Comprehensive LLM economics & inference latency evaluator. Computes monthly token costs, prompt-caching savings, and tokens-per-second throughput across frontier and open-weight models.

Daily Requests

Avg Input Tkns / Req

Avg Output Tkns / Req

Prompt Caching Hit Rate: 60%

Simulates shared system prompts / persistent RAG contexts

Model Architecture	Monthly Cost	Cost / 1k Reqs	Speed (Tkns/s)	Class

Frontier Model Annual Spend

$0.00

Based on GPT-4o / Claude 3.5 Sonnet

Smart Routing Annual Savings

$0.00

By routing 80% to Mini / Flash tier

Cascaded LLM Router Strategy: Route initial classification and summary queries to GPT-4o mini or Gemini Flash ($0.15/M tokens). Only escalate to Claude 3.5 Sonnet or GPT-4o ($3.00/M tokens) when task complexity or code generation demands it, achieving up to 88% cost reduction.