Counting tokens is dumb. So we built a free metric for AI proficiency.

📰 Dev.to · Charlie Graham

Learn to measure AI proficiency beyond token counting with a new free metric

intermediate Published 20 May 2026
Action Steps
  1. Evaluate current token counting methods for AI proficiency
  2. Research alternative metrics for AI evaluation
  3. Implement the new free metric for AI proficiency
  4. Compare results with traditional token counting methods
  5. Refine the new metric based on experimental results
Who Needs to Know This

Data scientists and AI engineers can benefit from this new metric to evaluate AI model performance more accurately

Key Insight

💡 Token counting is an insufficient metric for measuring AI proficiency, and alternative methods are necessary for accurate evaluation

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️Ditch token counting for AI proficiency measurement! New free metric available #AI #MachineLearning
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