Ling-3.0-flash-VL

Composite indexes

• Artificial Analysis Intelligence Index#58 of 142
  25independentv4.3.2Artificial Analysis: Ling-3.0-flash-VL ↗

  Leader: Claude Opus 5.5 at 58

Coding

• Terminal-Bench 4.0#73 of 88
  0%independentAAArtificial Analysis: Ling-3.0-flash-VL ↗

  Leader: Claude Mythos 5.1 at 60.9%

• Terminal-Bench 2.x#44 of 103
  64.4%independentAA, Terminal-Bench 2.1Artificial Analysis: Ling-3.0-flash-VL ↗

  Leader: Claude Fable 5.1 at 91.4%

• SciCode#59 of 94
  44.2%independentAAArtificial Analysis: Ling-3.0-flash-VL ↗

  Leader: Claude Opus 5.5 at 66.9%

Agents and tool use

• GDPval-AA#43 of 103
  1150independentGDPval-AA v2.1Artificial Analysis: Ling-3.0-flash-VL ↗

  Leader: Claude Opus 5.5 at 1846

Reasoning and knowledge

• Humanity’s Last Exam#69 of 147
  22%independentAA, no toolsArtificial Analysis: Ling-3.0-flash-VL ↗

  Leader: Claude Opus 5.5 at 61.4%

• GPQA Diamond#54 of 142
  86.2%independentAAArtificial Analysis: Ling-3.0-flash-VL ↗

  Leader: GPT-6 Astra at 96.1%

• CritPt#64 of 139
  2%independentAAArtificial Analysis: Ling-3.0-flash-VL ↗

  Leader: GPT-5.6 Sol at 32.3%

Vision and long context

• AA Long Context Reasoning#47 of 139
  78.3%independentAAArtificial Analysis: Ling-3.0-flash-VL ↗

  Leader: Kimi K3 at 88.7%

• MMMU-Pro#22 of 72
  79%independentAAArtificial Analysis: Ling-3.0-flash-VL ↗

  Leader: Claude Opus 5.5 at 87.7%

Other published results