AI & Agent Systems

Model Intelligence Maintainer

A workbook and guide comparing model quality, price and provider coverage.

Model Intelligence Maintainer interface comparing model presets and recommended fits.
Model Intelligence Maintainer interface comparing model presets and recommended fits. Download the editable Excalidraw source.

What it is

A maintained workbook and static guide that answer one practical question: which model should actually be used, for what, and at what cost, based on multiple public benchmark sources.

A Python pipeline refreshes and normalises OpenRouter, Artificial Analysis, Vals and LiveBench data into deterministic datasets, a workbook and a deployed static guide, keeping provenance and cohort rules visible.

Evidence & links