inclusionAI

Ling 3.0 Flash VL

inclusionai/ling-3.0-flash-vl
Model weightsReleased Sep 10, 2026Open Weights
ThinkingToolsVisionopen weights

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...

Cost / 1M tokens

Very low usage

$0.06

input

$0.012

cached input

$0.18

output

Context Window

131K

Up to 33K max output

Modalities

text, image, video → text

Other tokenizer

Quickstart & API

inclusionai/ling-3.0-flash-vl
Open the model picker in ChatOSS Desktop (Code, Kanban, or Chat) and select or paste this model ID.

Best for & Strengths

Key Strengths

Open weightsExtended reasoningTool & agent callingMultimodal vision

Recommended Workloads in ChatOSS

  • Coding agents
  • Complex reasoning & debugging
  • Screenshot-to-code workflows
Available in ChatOSS Code, Kanban Orchestrate, and Chat modes via Plus, Max, or BYOK.

Active Provider Endpoints (1)

Upstream inference providers serving Ling 3.0 Flash VL, with per-provider pricing, context limits, quantization, and 24-hour uptime.

ProviderInput / 1MOutput / 1MCache Read / 1MContextMax OutputQuantizationUptime (24h)
DeepInfracache
deepinfra/fp16
$0.06$0.18$0.012131K33Kfp1699.9%

Supported API Parameters

Parameters accepted by this model when called through ChatOSS or OpenRouter.

frequency_penaltyinclude_reasoninglogit_biasmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_p

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