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Last updated: 3 posts

Practical writing on reducing AI token usage — grounded in Token Optimiser's own frozen V1 benchmark and actual optimizer behaviour, not invented statistics. See what we actually measured if you want the full methodology behind the numbers cited here.

25 August 2026

How to Reduce AI Token Usage Without Losing Prompt Meaning

A practical, answer-first guide to cutting AI token usage — what to remove, what to protect, and how automated prompt optimisation decides the difference.

25 August 2026

Balanced vs Aggressive vs Structured vs Caveman: Choosing a Prompt Optimisation Style

A mechanical breakdown of Token Optimiser's four V1 optimisation styles, with real before/after output from the actual optimizer — not invented examples.

25 August 2026

ChatGPT vs Claude vs Gemini vs Grok: Should You Optimise Prompts Differently?

What model-specific prompt formatting actually does mechanically, and what Token Optimiser's V1 benchmark honestly shows about measured impact per model — no overstated claims.

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Token Optimiser is a product operated by Karo Data Consultancy London Ltd, a company registered in England and Wales under company number 12855884.

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