The Orchestrator › Models › InclusionAI

InclusionAI: inclusionAI: Ling 3.0 Flash VL

Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...

Specifications

ProviderInclusionAI
Model IDinclusionai/ling-3.0-flash-vl
Context window131K tokens (131,072)
Modalitiestext + image + video → text
TokenizerOther
Router sourcesOpenRouter, TrustedRouter, Vercel AI Gateway
Released2026-09-10
Tracked since2026-11-14
PopularityNot in the ranked set
ReasoningOn by default

Pricing (per million tokens)

VariantSourceAPI IDInputOutputContext
standardOpenRouterinclusionai/ling-3.0-flash-vl$0.06$0.18131K
standardTrustedRouterinclusionai/ling-3.0-flash-vl$0.063$0.19131K
standardVercel AI Gatewayinclusionai/ling-3.0-flash-vl$0.075$0.22256K

Recorded price history

DateInput / 1MOutput / 1MContext
2026-11-14$0.075$0.22256K
2026-11-14$0.063$0.19131K
2026-11-14$0.06$0.18131K

Capabilities

Vision (image input)Video inputAgentic tool useStructured outputsReasoning modeControllable reasoningNo content storage (attested)

Trust flags come from TrustedRouter's per-provider attestations.

Supported parameters

frequency_penalty, include_reasoning, logit_bias, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p