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TokenScope

A scientific instrument for token and AI health measurement.

Status. Coming soon.

What it does. Measures tokens and AI health across 22 providers and about 50 models. Cost, context, sycophancy, other dimensions. Recommends cheaper or better models. Side-by-side comparison. About 12 configuration dimensions.

Why it matters. Most users pick a model once and stop paying attention. TokenScope makes the differences visible and measurable.

Problems solved. Model selection, cost management, sycophancy detection, configuration comparison.

Competitors. LLM leaderboards and cost calculators. Difference: an instrument, not a dashboard.

Availability. Coming soon.