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Ling 3.0 Flash VL

InclusionAIOpen weightsReasoningProvisionalReleased Sep 4, 2026Input: text, image, video
Compare with GPT-5.4 nanoSource scores ↗OpenRouter ↗
Overall score
46.8
Rank 116 of 222 · 32.5–61.2
Context window
262K
262,000 tokens
Price per 1M tokens
$0.060 in · $0.18 out
Source: OpenRouter
Blended price
$0.090
3:1 input:output tokens
Output speed
—
Not measured yet

Category scores

Scores per capability area with the model's rank among ranked models in that category.

  1. 1Multimodal80.9
  2. 2Reasoning78.8
  3. 3Knowledge36.2
Higher is better. #N is the model's rank in that category, where it is eligible to be ranked.

Benchmark results (0)

As reported in system cards, papers and public evaluations. Position compares this model with every other model reporting the same benchmark.

No benchmark results with redistributable sources yet.

Pricing by source

USD per 1M tokens.

SourceInputOutputCached in
List price (OpenRouter)$0.060$0.18—
OpenRouter inclusionai/ling-3.0-flash-vl$0.060$0.18$0.012

InclusionAI publishes Ling 3.0 Flash VL under MIT for self-hosting and does not publish a first-party hosted token rate for this exact checkpoint. We represent the open-weight row as self-host/free-per-token before infrastructure costs.

Open weights

From the Hugging Face repository.

Parameters
125B
Licence
mit
Downloads (30 days)
14.5K

Speed

Measured by us through OpenRouter (median of trials).

Not measured yet.

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