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Reviewed as of 19 August 2026. Modulate submits its models to public benchmarks and publishes the results here, with the datasets behind them and the methodology used to read them. Every figure comes from a benchmark run by a third party. Figures derived from a published one rather than measured directly are labelled, with the arithmetic shown.

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Current standings

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How to read these pages

Our approach

Which benchmarks Modulate submits to, how metrics are chosen, and the failure modes that make a good score meaningless.

Datasets

Every dataset behind the results, what each one stresses, and what none of them cover.

Results

Per-benchmark results with competitor scores, snapshot dates, and source links.