Ling 3.1 Flash

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New

SOTA

Ling 3.1 Flash outscores the executioner, MiMo V2.6 Flash at 37.9: it is SOTA, the top tier right now.

Score: 41.1; Artificial Analysis Intelligence Index
Price: $0.45; Blended Price, USD per 1M tokens (3:1 input:output)

Every score this model has on the boards we track, one board at a time. Nothing is averaged across boards.

Scores on each board

Artificial Analysis LLM LeaderboardArtificial Analysis Intelligence Index41.1No. 22 of 374

Each rank is the board’s own: the rank it publishes, or its place in its own order where it publishes none. The bar is how much of that board the model is ahead of. Scores from different boards cannot be compared.

Scores at each effort setting

Every board tested only one setting of this model.

Value: where it sits on the kill line

Each dot is a model: further right costs more, higher up scores more. Where the dashed lines cross stands the executioner, the best value on the board. Everything below and to its right costs more and scores no higher, so it is killed. Above the line is SOTA, the top tier; below and to the left is cheaper and weaker, the low-cost picks.

Compare on the home page chart → How the kill line is drawn →

Compare with another SOTA model

Details

Family: Ling → Ling 3.1
Blended Price, USD per 1M tokens (3:1 input:output): $0.45
First seen here: 2026-10-06
Sources: 1 boards ·1 scores ·1 settings
Also written as: Ling 3.1 Flashling-3-1-flash