Rankings

Each ranking profile weights the same evaluation dimensions differently. Scores factor in confidence and evidence volume — see the methodology page for how they’re calculated.

  • General AI Reasoning

    A balanced profile weighting reasoning, knowledge and instruction-following most heavily.

    Weights v1.0.0 · calculated 2026-09-01

  • Coding

    Weighted toward coding capability and tool use, for developer-focused use cases.

    Weights v1.0.0 · calculated 2026-09-01

  • Reasoning

    Weighted toward multi-step reasoning and knowledge depth.

    Weights v1.0.0 · calculated 2026-09-01

  • Value / Quality

    Balances overall capability against cost efficiency and speed.

    Weights v1.0.0 · calculated 2026-09-01