tokenops/
8 pages · Updated August 14, 2026
Pages
- TokenOps — Per-Customer LLM Cost & Gross Margin for AI
- About the Blog — TokenOps
- Blog — TokenOps
- The AI Gross Margin Crisis Nobody Talks About — TokenOps
- Your Inference Bill Is Not R&D. It Is COGS. — TokenOps
- Voice AI's Hidden Margin Problem — TokenOps
- AI Gateways Cannot Price Without Margin Attribution — TokenOps
- Agentic Workflows Burn 100x More Tokens. Your Pricing Does Not Know. — TokenOps