---
title: Tokens are the new compute currency.
type: post
date: 2025-07-28
source: linkedin
original_url: "https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A7355622028231565313"
topics: ["agentic-ai", "green-software"]
summary: "Tokens are the new compute currency. They seem cheap—fractions of a cent, a flicker of GPU time. But scale them across agents, retries, and escalations, and they explode into massive financial and environmental burdens. 💰 Pricing Reality (OpenAI API): GPT-4o…"
draft: false
---

Tokens are the new compute currency.  
They seem cheap—fractions of a cent, a flicker of GPU time. But scale them across agents, retries, and escalations, and they explode into massive financial and environmental burdens.  
💰 Pricing Reality (OpenAI API):  
GPT-4o mini: $0.15/M input, $0.60/M output  
GPT-4o: $2.50/M input, $10/M output  
GPT-4.5: $75/M input, $150/M output

📊 For a 1,500-input + 500-output interaction:  
Mini: ~$0.0005  
Standard: ~$0.009  
Premium: ~$0.19

At 1M daily users, that’s $15K/month (mini) to $5.6M/month (premium).  
Now multiply that by agent chains, multi-model routing, and retries—costs rise fast.

🌍 The Carbon Shadow:  
100M tokens/day = 30–1,000 kWh, enough to power 10–30 homes/day.  
These emissions stay hidden in cloud dashboards—but they’re real, driven by compute-hungry infrastructure.

Agentic AI must be lean by design—efficient, intentional, and accountable.  
🔗 Learn more at leanagenticai.com