📊 Enterprise LLM Token Economics

LLM API Cost Guardian

Simulate monthly token consumption and compare inference pricing across Claude 3.5 Sonnet, GPT-4o, DeepSeek V3, and Llama 3 70B.

1. Workload Parameters

Daily API Request Volume

Average Input Prompt Tokens per Request

Average Output Generation Tokens per Request

Prompt Caching Optimization Rate (%) Prompt caching reduces input token cost by up to 90% on Claude & DeepSeek.

2. Monthly Cost Comparison (30 Days)

Lowest Monthly Cost Option

$48.60 / mo

DeepSeek V3 (Edge Optimized)

Model	Input / 1M	Output / 1M	Est. Monthly