TPSTokens Per Second

Ling 3.0 Flash VL

inclusionAI🇨🇳 China
active
Compare with other models →
Context window131K tokens
Input / 1M tokens$0.06
Output / 1M tokens$0.18

Pricing and context window via OpenRouter, 2026-10-28.

Version History

3.0-flash-vlminor

Ling 3.0 Flash VL extends the text-only Ling 3.0 Flash MoE model with native image and video understanding, while InclusionAI claims further improvements to underlying language capabilities. The model retains the 124B total / 5.5B active parameter MoE architecture and 131K context window.

Benchmark Scores

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57 index
AA Coding Index
Artificial Analysis, Oct 2026 ↗
24.6 index
AA Intelligence Index
Artificial Analysis, Oct 2026 ↗
86.2%
GPQA
Artificial Analysis, Sep 2026 ↗
147 tok/s
Speed (tok/s)
Artificial Analysis, Oct 2026 ↗

Coverage

model releaseinclusionAI

InclusionAI Releases Ling 3.0 Flash VL, Adding Vision to Its 124B MoE Model

InclusionAI has released Ling 3.0 Flash VL, a vision-language extension of its 124B total-parameter, 5.5B active Mixture-of-Experts model. The model adds native image and video understanding, supports a 131K token context window, and is priced at $0.06 per 1M input tokens and $0.18 per 1M output tokens via OpenRouter.

2 min read
InclusionAILing 3.0vision-language model