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Benchmark

Ling 3.1 Flash

  • InclusionAI
  • Lanzamiento · 1 de octubre de 2026
  • Pesos abiertos
  • Razonamiento

Inteligencia

Intelligence Index

#42 de 266
  1. 42,242Grok 4.7 (Low)
  2. 42,142GPT-5.6 Terra (Max)
  3. 42,142GPT-6.1 Sol (Low)
  4. 41,842GLM-5.3-Flash
  5. 41,241Claude Haiku 5.5 (Xhigh)
  6. 41,141Ling 3.1 Flash
  7. 40,941Gemini 3.8 Flash (High)
  8. 40,841Claude Sonnet 5.5 (Medium)
  9. 39,940Qwen3.8 2.4T A95B
  10. 39,840Gemini 3.8 Flash (Medium)
Datos de Artificial Analysis

Evaluaciones

  • AA-Omniscience Accuracy29,1%#83
  • Humanity's Last Exam39,4%#51
  • Terminal-Bench 4.033,3%#32
  • AA-LCR83%#18
  • SciCode54,1%#41
  • CritPt18%#42
Ling 3.1 FlashMediana
Datos de Artificial Analysis

Velocidad y precio

Velocidad

tokens por segundo · #19 de 162
  1. 233233gpt-oss-120b (High)
  2. 232232Qwen3.5 Omni Flash
  3. 231231Nemotron 3 Nano Omni 30B A3B Reasoning
  4. 229229Step 5 Preview
  5. 223223Inkling Small
  6. 213213Ling 3.1 Flash
  7. 209209Ministral 3 3B
  8. 202202NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
  9. 195195Inkling (Xhigh)
  10. 189189Sarvam 105B (High)
Datos de Artificial Analysis

Latencia

segundos al primer token · #72 de 162
  1. 1,81,8DeepSeek V4 Pro 0813 (Non-reasoning)
  2. 1,81,8Mistral Large 4 Preview
  3. 1,81,8Inkling (Xhigh)
  4. 1,81,8Qwen3.5 Omni Flash
  5. 1,81,8Command A
  6. 1,81,8Ling 3.1 Flash
  7. 1,81,8Gemma 4 31B (Non-reasoning)
  8. 1,81,8Qwen3 Omni 30B A3B Instruct
  9. 1,91,9Solar Mini 4
  10. 1,91,9Qwen3 Omni 30B A3B (Reasoning)
Datos de Artificial Analysis

Precio

$ por 1M tokens (3:1) · #74 de 169
  1. $0,390,39Trinity Large Thinking
  2. $0,420,42Llama 4 Maverick
  3. $0,430,43Qwen3 Omni 30B A3B (Reasoning)
  4. $0,430,43Qwen3 Omni 30B A3B Instruct
  5. $0,450,45Ling 3.1 Flash 1019
  6. $0,450,45Ling 3.1 Flash
  7. $0,480,48Qwen3 Coder Next
  8. $0,530,53DeepSeek V4.1 Flash 1017 (Max)
  9. $0,530,53MiniMax-M3
  10. $0,530,53Solar Pro 4
Datos de Artificial Analysis

Modelos cercanos

  • Grok 4.7 (Low)SpaceXAI42,2
  • GPT-5.6 Terra (Max)OpenAI42,1
  • GPT-6.1 Sol (Low)OpenAI42,1
  • GLM-5.3-FlashZ AI41,8
  • Claude Haiku 5.5 (Xhigh)Anthropic41,2
  • Gemini 3.8 Flash (High)Google40,9
  • Claude Sonnet 5.5 (Medium)Anthropic40,8
  • Qwen3.8 2.4T A95BAlibaba39,9
Datos de Artificial Analysis

Mismo laboratorio

  • Ling 3.1 Flash 1019InclusionAI43,9
  • Ling-3.0-flash-VLInclusionAI24,6
  • Ling-3.0-flash-FinInclusionAI22,6
  • Ring-2.6-1TInclusionAI16,6
  • Ling 3.0 TinyInclusionAI11,1
  • Ring-flash-2.0InclusionAI7,2
Datos de Artificial Analysis
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