Blog

Practical guides to cutting your LLM costs with smart routing.

Guide

What Is LLM Routing? A Beginner's Guide

Learn how LLM routing works, why it matters, and how it can cut your AI costs by sending requests to the right model.

Guide

LLM API Costs Explained: Why You're Overpaying

Understand how LLM pricing works — input tokens, output tokens, per-model rates — and where your money actually goes.

Comparison

GPT-4o vs GPT-4o Mini: When to Use Each

A side-by-side comparison of capabilities, cost, and latency to help you pick the right model for each task.

Strategy

5 Ways to Reduce Your OpenAI API Costs Today

Actionable techniques — from prompt optimization to smart routing — that can cut your OpenAI bill immediately.

Comparison

Claude vs GPT: A Cost-Per-Token Comparison (2025)

Token pricing tables, quality benchmarks, and use-case recommendations for choosing between Claude and GPT.

Strategy

How Startups Save 50% on LLM Costs with Smart Routing

Real-world scenarios showing how a 10-person team can halve their LLM spend without sacrificing quality.

Technical

Prompt Complexity Routing: Match Tasks to the Right Model

How to classify prompt complexity and automatically route to the cheapest model that can handle the job.

Technical

Building a Multi-Model LLM Architecture

An architecture guide for running multiple LLM providers with abstraction layers, failover, and load balancing.

Tool

LLM Cost Calculator: Estimate Your Monthly AI Spend

Pre-calculated tables showing costs at 1K to 1M requests/month across GPT-4o, Claude, Gemini, and more.

Strategy

The Future of LLM Pricing: Trends for 2025-2026

Pricing trends, open-source competition, and why smart routing becomes more valuable as models multiply.