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Honest comparisons for software and AI decisions

Each comparison covers the trade-offs in plain English, with a table, clear "choose this when" advice and what we usually recommend.

Most technology decisions are trade-offs, not right or wrong answers. These comparisons lay out the differences that matter for a business: cost, speed, risk, control and upkeep. Each one ends with the option we usually recommend and the situations where we would choose the other.

We have tried to be fair, including about approaches we do not use ourselves. If your situation does not fit neatly, ask us and we will give you a straight answer.

Comparisons

All comparisons

AI-accelerated vs traditional development

How AI-assisted teams differ from traditional teams in speed, cost, quality control and risk.

In-house vs outsourced development

When to hire your own developers, when to work with an outside team, and how to combine both.

No-code vs custom development

Where no-code tools shine, where they hit limits, and when custom software pays off.

WordPress vs a custom website

How WordPress and custom-built websites compare on cost, speed, flexibility, security and upkeep.

React Native vs Flutter

The two leading cross-platform app frameworks compared for business apps.

Next.js vs Laravel

A JavaScript framework and a PHP framework compared for web apps, SaaS and business sites.

PostgreSQL vs MySQL

The two most popular open-source databases compared for business applications.

RAG vs fine-tuning

Two ways to make AI work with your knowledge, compared by cost, accuracy and upkeep.

AI chatbot vs AI agent

What separates a chatbot that answers from an agent that acts, and when you need each.

MVP vs full product

Whether to launch small and learn, or build the complete product first.

FAQ

Questions people ask us

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