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inclusionAI: Ling 3.0 Flash

INCLUSIONAI Developer Architecture Profile

OpenRouter ↗HuggingFace ↗
Intelligence (ELO)1435Chatbot Arena Verified
Max Context Limit262,144Max Out: 32,768 tokens
Prompt Caching80% OFF$0.0042 / 1M cached
Standard API / 1M$0.08Blended Standard Rate

Model Capabilities & Contract SLAs

  • Drafting
  • Classification
  • Coding & Logic
  • Fictional
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...

Granular Pricing Matrix

Input Tokens (Standard Prompt)$0.02 / 1M
⚡ Cached Input (Prompt Cache Read)80% OFF$0.0042 / 1M
Output Tokens (Completion)$0.06 / 1M

Pricing data via OpenRouter. Sync: 10/2/2026

Evaluate Competitors

VS Engine MatchupinclusionAI: Ling 3.0 Flash vs ParetoVS Engine MatchupinclusionAI: Ling 3.0 Flash vs Tencent: Hy-MT2-1.8BVS Engine MatchupinclusionAI: Ling 3.0 Flash vs ByteDance Seed: Seed 2.1 TurboVS Engine MatchupinclusionAI: Ling 3.0 Flash vs Qwen: Qwen3 VL 8B InstructVS Engine MatchupinclusionAI: Ling 3.0 Flash vs Mistral: Mistral Medium 3.1VS Engine MatchupinclusionAI: Ling 3.0 Flash vs Mistral: Saba