Model Bakeoff

by Neeeophytee

Model Bakeoff is an AI Engineering skill for Claude Code, published by Neeeophytee in ai-cost-cutter-skills.

12 stars0 forkson Neeeophytee/ai-cost-cutter-skillsAdded 2026/07/16Repository updated 2026/07/13

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Install in seconds

Install Model Bakeoff

Copy Model Bakeoff into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Neeeophytee/ai-cost-cutter-skills/tree/main/skills/model-bakeoff ~/.claude/skills/model-bakeoff

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Neeeophytee/ai-cost-cutter-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/model-bakeoff/SKILL.md in Neeeophytee/ai-cost-cutter-skills
Installs to: ~/.claude/skills/model-bakeoff
Collection: One of 10 skills cataloged from this repository
Category: AI Engineering — 3670 skills

What Model Bakeoff does

Choose an LLM model with evidence by running a bake-off on free-tier APIs. Compares candidates using your actual prompts and a predefined selection criterion.

Model Bakeoff is cataloged under AI Engineering on DirSkills. Model Bakeoff comes from a repository tagged agents, ai-agents, claude-code, claude-skills and codex.

Documentation

README

Excerpt

Pick a model with evidence, not vibes

A "GPT-killer at a tenth of the price" launches roughly every other week, and the user's realistic options are (a) ignore it and maybe overpay forever, or (b) burn a day benchmarking. There's a third option: a one-afternoon bake-off on a free tier, sized so it provably fits the cap before it starts. GitHub Models (as of 2026-06) exposes 45+ models, frontier ones included, behind an existing GitHub login, capped around 50 requests/day on top models: too tight for production, exactly enough for a careful comparison.

Steps

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Model Bakeoff

What else does Neeeophytee publish alongside Model Bakeoff?
Model Bakeoff is one of 10 skills that DirSkills catalogs from Neeeophytee/ai-cost-cutter-skills, the repository it ships in. Its siblings there include Advisor Call Budget, Cheap Swap Guard and Context Diet. Each one is a separate skill with its own page in this directory, installs the same way Model Bakeoff does, and is maintained by Neeeophytee in that same repository. The rest of the collection is listed on the Neeeophytee/ai-cost-cutter-skills page.
How does Model Bakeoff compare to other AI Engineering skills?
Model Bakeoff ranks #3641 by stars among the 3670 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Model Bakeoff against them. Open each page to compare what they document and how they install.