Rankings

Intelligence, cost, and their combined efficiency—using every eligible model.

Intelligence

0 eligible · v1.2 · Sep 4, 2026 · Higher is better

Index unavailableStatus: version mismatch.
Equal thirds: LiveBench overall, ARC-AGI-2 verified, and LMArena Text overall. All three are required.

Efficiency

0 eligible · v1.0 · Higher is better

No common cohortBoth a complete intelligence score and a comparable cost estimate are required.
Equal halves: MM Relative Intelligence and logarithmically normalized affordability across the complete common cohort.

Every panel includes the complete eligible cohort in exact rank order. Scroll horizontally to compare all models; unavailable benchmark, token, or pricing inputs remain unranked rather than estimated.

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