# inclusionAI: Ling 3.0 Flash VL

Provider: inclusionai  
Category: llm  
Model ID: `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...

## Specs

- Context length: 131072 tokens
- Max output: 32768 tokens
- Modalities: text, image, video
- Released: 2026-09-10

## Pricing

- Input: $0.06 per million tokens
- Output: $0.18 per million tokens

## Providers

- **inclusionai** — ctx 262144, input $0.02/M, output $0.06/M

## Verdict

Ling 3.0 Flash VL offers multimodal processing across text, image, and video at aggressive pricing—$0.02/$0.06 per Mtok undercuts most vision-capable models by 60-80%. The 262K context window handles long documents and extended video clips without chunking. Trade-off: no public benchmarks means you're flying blind on accuracy versus GPT-4V or Claude Sonnet. Best for teams willing to test internally where cost matters more than proven performance, especially video analysis workflows that would bankrupt you on premium models.

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Last verified: 2026-10-19T02:30:34.239Z  
Canonical URL: https://switchy.build/directory/models/ling-3-0-flash-vl