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Benchmark

Ling-3.0-flash-VL

  • InclusionAI
  • Release · September 10, 2026
  • Open weights
  • Reasoning

Intelligence

Intelligence Index

#92 of 266
  1. 25.325Hy3
  2. 25.325K2 Horizon MoVA 36B A4B
  3. 25.225Qwen3.7 Plus
  4. 2525Inkling (Xhigh)
  5. 24.725Solar Open2 250B
  6. 24.625Ling-3.0-flash-VL
  7. 24.124Solar Mini 4
  8. 22.923Nemotron 3 Ultra 550B A55B (Reasoning)
  9. 22.623Ling-3.0-flash-Fin
  10. 22.222Gemini 3.5 Flash-Lite
Data from Artificial Analysis

Evaluations

  • AA-Omniscience Accuracy14.4%#182
  • Humanity's Last Exam22%#97
  • Terminal-Bench 4.00%#96
  • AA-LCR78.3%#65
  • SciCode44.2%#90
  • CritPt2%#96
  • MMMU-Pro79%#33
  • GPQA Diamond86.2%#42
  • τ²-Bench Banking34.4%#25
Ling-3.0-flash-VLMedian
Data from Artificial Analysis

Nearby models

  • Hy3Tencent25.3
  • K2 Horizon MoVA 36B A4BInstitute of Foundation Models25.3
  • Qwen3.7 PlusAlibaba25.2
  • Inkling (Xhigh)Thinking Machines25
  • Solar Open2 250BUpstage24.7
  • Solar Mini 4Upstage24.1
  • Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA22.9
  • Ling-3.0-flash-FinInclusionAI22.6
Data from Artificial Analysis

Same lab

  • Ling 3.1 Flash 1019InclusionAI43.9
  • Ling 3.1 FlashInclusionAI41.1
  • Ring-2.6-1TInclusionAI16.6
  • Ling 3.0 TinyInclusionAI11.1
  • Ring-flash-2.0InclusionAI7.2
Data from Artificial Analysis
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