inclusionAIListed Sep 4, 2026

Ling-3.0-flash-VL

The multimodal version built on Ling-3.0-flash — 124B total / ~5.5B active per token, with native text, image, and video understanding. It’s mainly designed for multimodal agentic workflows, long-context understanding, and multi-step reasoning.

Context window262.1K
Max output32.8K
Provider endpoints5
Benchmark results0
Measured performance

Benchmark results

All leaderboards ↗
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No published results in this index yet

Scores appear here when an evaluation matches this exact model.

Access & cost

Prices across providers

5 quotes

Your token mix

USD · listed token rates

OpenRouter

Catalog quote
Input
$0.06
Output
$0.18
Cached input
$0.012
USD / 1M tokens
131.1K context32.8K max outputPrice source ↗Checked Oct 17, 2026
Endpoint IDinclusionai/ling-3.0-flash-vl

novita

via Hugging Face
Input
$0.075
Output
$0.22
USD / 1M tokens
262.1K contextPrice source ↗Checked Oct 17, 2026
Endpoint IDinclusionAI/Ling-3.0-flash-VL

deepinfra

via Hugging Face
Input
$0.06
Output
$0.18
USD / 1M tokens
131.1K contextPrice source ↗Checked Oct 17, 2026
Endpoint IDinclusionAI/Ling-3.0-flash-VL
Input
$0.06
Output
$0.18
USD / 1M tokens
131.1K contextPrice source ↗Checked Oct 17, 2026
Endpoint IDinclusionAI/Ling-3.0-flash-VL

DeepInfra

via OpenRouter

deepinfra/fp16 · quantization=fp16

Input
$0.06
Output
$0.18
Cached input
$0.012
USD / 1M tokens
131.1K context32.8K max outputPrice source ↗Checked Oct 17, 2026
Endpoint IDinclusionai/ling-3.0-flash-vl::deepinfra/fp16

Model specifications

Developer
inclusionAI
Modality
Language
Context
262,144 tokens
Maximum output
32,768 tokens
Weights
Open weights
Provider listed
Sep 4, 2026
First discovered
Oct 16, 2026

Exact identities

  • openrouterinclusionai/ling-3.0-flash-vl
  • huggingfaceinclusionAI/Ling-3.0-flash-VL
  • deepinfrainclusionAI/Ling-3.0-flash-VL

Sources

Updated Oct 17, 2026

More from inclusionAI

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inclusionAIListed 4 days ago

Ling-3.1-flash

Switch reasoning on or off; hybrid linear attention and multi-token prediction support long-context self-hosted inference.

262.1K contextOpen weightsTool callingNo reported score
No reported score
$0.30in$0.90out/ 1M tokens · USDDeepInfra · 2 endpoints