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Use an AI model scorecard before you switch defaults

Compare frontier models by task quality, cost, reliability, context handling, and review effort.

July 9, 2026 7 min read
model evaluation scorecard frontier ai
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What matters today

Compare frontier models by task quality, cost, reliability, context handling, and review effort.

Format PRO TIP
Audience Executives using AI at work
Time 7 min read

Article roadmap

What you will learn

  1. The six scores that matter for model choice

  2. How to run a fast model evaluation without a lab

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Bottom line

The value comes from repetition. Run the workflow on one real task, save the version that works, and turn the result into a small weekly habit instead of another one-time AI experiment.

About the author

Pierre Bradshaw Founder, PromptHacker.ai

Pierre has spent 25+ years building growth systems across fintech, real estate, lending, campaigns, and AI workflows, with machine-learning work dating back to 2012.

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