Ling 3.0 Flash

Composite indexes

• Artificial Analysis Intelligence Index#57 of 142
  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#74 of 88
  0%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: Claude Mythos 5.1 at 60.9%

• Terminal-Bench 2.x#54 of 103
  55.4%independentAA, Terminal-Bench 2.1Artificial Analysis: Ling 3.0 Flash ↗

  Leader: Claude Fable 5.1 at 91.4%

• SciCode#65 of 94
  42%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: Claude Opus 5.5 at 66.9%

Reasoning and knowledge

• Humanity’s Last Exam#63 of 147
  23.7%independentAA, no toolsArtificial Analysis: Ling 3.0 Flash ↗

  Leader: Claude Opus 5.5 at 61.4%

• GPQA Diamond#58 of 142
  85.5%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: GPT-6 Astra at 96.1%

• CritPt#65 of 139
  1.7%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: GPT-5.6 Sol at 32.3%

Vision and long context

• AA Long Context Reasoning#68 of 139
  73%independentAAArtificial Analysis: Ling 3.0 Flash ↗

  Leader: Kimi K3 at 88.7%

Other published results