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InclusionAI

Ling 3.1 Flash 1019

ReasoningOpen weightsHugging Face
Intelligence
29.5
Rank 126 of 759 measured models
Price/1M
$0.45
Rank 275 of 706 measured models
Context window
1M
Rank 87 of 1275 measured models
Cost per task
$3.19
Rank 181 of 211 measured models

Ling 3.1 Flash 1019 scores 29.5 on the Artificial Analysis Intelligence Index, ranking 126th of 759 measured models. The closest models on this index are MiMo-V2.6-Pro (29.9), Gemini 3.1 Pro Preview (29.7), and Qwen3.7 Max (29.5). At $0.45 per million tokens (3:1 input/output blended price), it is cheaper than MiMo-V2.6-Pro ($0.544), Gemini 3.1 Pro Preview ($4.50), and Qwen3.7 Max ($3.75).

Artificial Analysis Indices
Intelligence29.5
Rank 126 of 759 measured models
Capability indexes
Performance in specific industries, measured by Artificial Analysis
Finance & Accounting42.6
Rank 60 of 233 measured models
Strategy & Ops47.6
Rank 53 of 233 measured models
Legal35.5
Rank 92 of 233 measured models
Healthcare & Medical38.3
Rank 69 of 183 measured models
Engineering35.4
Rank 86 of 232 measured models
Economics38.4
Rank 103 of 240 measured models
Standard Benchmarks
HLE43.5%
Rank 60 of 678 measured models
SciCode56.8%
Rank 35 of 245 measured models
AA-LCR82.3%
Rank 42 of 589 measured models
Terminal-Bench v432.8%
Rank 45 of 232 measured models
Models at a similar level
The closest models on the Intelligence Index, one configuration per family.

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