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Ling 3.1 Flash

  • InclusionAI
  • Rilascio · 1 ottobre 2026
  • Pesi aperti
  • Ragionamento

Intelligenza

Intelligence Index

#42 su 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)
Dati di Artificial Analysis

Valutazioni

  • 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
Dati di Artificial Analysis

Velocità e prezzo

Velocità

token al secondo · #19 su 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)
Dati di Artificial Analysis

Latenza

secondi al primo token · #72 su 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)
Dati di Artificial Analysis

Prezzo

$ per 1M token (3:1) · #74 su 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
Dati di Artificial Analysis

Modelli vicini

  • 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
Dati di Artificial Analysis

Stesso 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
Dati di Artificial Analysis
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