Kalmantic Labs

Upcoming Publication

Peak Inference

Infra Economics of AI Inference

Cover TBD

Coming Soon

Peak Inference

Infra Economics of AI Inference

Everything we learned about inference at scale. From cost modeling and optimization strategies to production deployment patterns — a comprehensive guide to the economics of running AI in production.

By Kalmantic Labs

What's Inside

Topics Covered

Cost Modeling

Understanding the true cost of inference at scale — from token pricing to infrastructure overhead.

Optimization Strategies

Practical techniques for reducing inference costs without sacrificing quality or latency.

Production Deployment

Patterns for deploying and scaling AI inference in production environments.

MoE Models

Mixture of Experts architectures and their implications for inference economics.