inclusionAI: Ling 3.1 Flash Rank

Ling 3.1 Flash has an overall score of 82 out of 100, tied for rank 13 of 291. The published scores are price 89, context 70, parameters 69, and recency 98. The overall score is their average. freshness is not published and is left out of the average.

Data sourced from OpenRouter API and manual data collection | Last updated: Nov 3, 2026, 8:01 AM UTC

Overall score
82
Rank
13

tied for rank 13 of 291

Component scores

ScoreResultPublished valueSource
Freshness——AI Knowledge Cutoff
Recency98AI Release Date
Context701M tokens, output 262KAI Context Window
Parameters69560B total, 25B activeAI Parameter Count
Price89$0.112 / 1M blended, $0.075 / 1M input, $0.225 / 1M outputAI Token Price

12 listed models have a higher overall score. Among inclusionAI models, it ranks 1 of 3.

Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.

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Frequently asked questions

What is the Ling 3.1 Flash rank?

Ling 3.1 Flash has an overall score of 82 out of 100, tied for rank 13 of 291. The published scores are price 89, context 70, parameters 69, and recency 98. The overall score is their average. freshness is not published and is left out of the average.

Where does Ling 3.1 Flash rank?

Ling 3.1 Flash is tied for rank 13 of 291. 12 listed models have a higher overall score. Among inclusionAI models, it ranks 1 of 3.

What scores make up Ling 3.1 Flash?

Ling 3.1 Flash scores price 89 (AI Token Price), context 70 (AI Context Window), parameters 69 (AI Parameter Count), and recency 98 (AI Release Date). The overall score of 82 is the average of those 4.