Ling-3.0-flash-VL
Ling-3.0-flash-VL is available now for rag, agents, and long context with open-source and 131k context; evaluate it while provider pricing coverage matures.
Use it for
- Teams evaluating rag, agents, and long context
- Workloads that can use a 131k context window
Do not use it for
- Cost-sensitive launches that need sourced token pricing
- Teams that need a tracked hosted API route today
InclusionAI is Ant Group's artificial general intelligence research lab, responsible for developing the Ling series of l
No tracked provider token pricing is available yet.
About
Ling-3.0-flash-VL is InclusionAI's vision-language fine-tune of Ling-3.0-flash (124B total / 5.5B activated MoE) for image and video understanding, reasoning, function calling, and agentic tool use. Native config context is 131,072 tokens; the Hugging Face model card documents YaRN extension up to 1M tokens. MIT-licensed weights on Hugging Face (inclusionAI/Ling-3.0-flash-VL). No first-party USD API pricing published yet.
Top use-case fit: coding, agents, and build tasks
RAG
Included by capability and metadata signals in the decision map.
Agents
Included by capability and metadata signals in the decision map.
Long context
Included by capability and metadata signals in the decision map.
Provider price ladder
No tracked provider token pricing is available for this model yet.
Capabilities
Benchmark peer barsfor RAG
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
API versions
inclusionAI/Ling-3.0-flash-VLInclusionAI is Ant Group's artificial general intelligence research lab, responsible for developing the Ling series of l
No tracked provider token pricing is available yet.