Ling 3.0 Flash

Composite indexes

• Artificial Analysis Intelligence Index#65 of 151
  25independentv4.3.2 (AA estimate; independent evaluation forthcoming)Artificial Analysis: Ling 3.0 Flash ↗

  Leader: Claude Opus 5.5 at 58

Coding

• Terminal-Bench 4.0#82 of 96
  0%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: Claude Sonnet 5.5 at 70.6%

• Terminal-Bench 2.x#55 of 105
  55.4%independentAA, Terminal-Bench 2.1Artificial Analysis: Ling 3.0 Flash ↗

  Leader: Claude Fable 5.1 at 91.4%

• SciCode#71 of 100
  42%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: Claude Opus 5.5 at 66.9%

Reasoning and knowledge

• Humanity’s Last Exam#68 of 153
  23.7%independentAA, no toolsArtificial Analysis: Ling 3.0 Flash ↗

  Leader: Claude Sonnet 5.5 at 64.5%

• GPQA Diamond#59 of 144
  85.5%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: GPT-6 Astra at 96.1%

• CritPt#70 of 144
  1.7%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: Muse Wonder Full at 33%

Vision and long context

• AA Long Context Reasoning#73 of 144
  73%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: Kimi K3 at 88.7%

Other published results