InclusionAI

Ling 3.1 Flash 1019

A hosted reasoning version separately listed by AA at44, with no speed result. AA marks it proprietary; the MIT card for the similarly named open family does not establish identical weights or an inference recipe.

Original model explanation ↗

Where it stands in the leaderboard

Artificial Analysis intelligence comparison

44points

Intelligence Index

Rank 15 among included models

Test configuration: Reasoning version; effort not named in source table

Source read · · v4.3.2

Each model uses its highest tested setting, with fallback conditions retained. Original K3 remains at max44 from its readable individual page; the aggregate page now lists K3.1 Pro separately. Scores use one evaluator. The index mainly evaluates English text tasks; examine Chinese and image capabilities separately.

Source evaluation & rankings ↗

Evaluations: conditions and results

InclusionAI model evolution

  1. Ling 3.1 Flash 1019 · AA托管推理版本观察

    AA table and model page observed at44. This is the observation date, not a launch date inferred from1019. The open-family model card is separate.

    Original release ↗