Ling-3.0-flash (free)

inclusionai/ling-3.0-flash

*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...

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Context window: 262K
Input: Text
Output: Text
Released: 2026-07-23

Max output: 33K
Model parameters: 127B
Weights: Open
License: mit
Capabilities: Reasoning, Temperature, Tool call

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Batch processing

Performance

Overall capability

42.7/100

Coding: 34.7
Reasoning: 45.4
Professional work: 39.1
Knowledge & language: 46.7


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AA-Briefcase	Professional work	Artificial Analysis	2026-11-05
AutomationBench-AALing 3.0 Flash	Professional work	Artificial Analysis	2026-11-05
Vibe Code Bench v1.1	Coding	Vals AI	2026-11-05
MedCode	Professional work	Vals AI	2026-11-05
Code Migration	Coding	Vals AI	2026-11-05
Finance Agent	Professional work	Vals AI	2026-11-05
CritPtLing 3.0 Flash	Reasoning	Artificial Analysis	2026-11-05

Providers

							Cache write
OpenRouter	inclusionai/ling-3.0-flash	Openai chat	global				-

ModelRegistry · Catalog updated 2026-11-05