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InclusionAIReleased Oct 22, 2026

Ling 3.1 Flash 1019

Compare
Context window1M
Parameters560B
Provider endpoints0
Benchmark results11
ReasoningOpen weights
Measured performance

Benchmark results

All leaderboards ↗
AA-Briefcase ↗1.1
1,520.99

Effort not specified

Independent result
GDPval-AA ↗2.1
1,653.33

Effort not specified

Independent result
AutomationBench-AA ↗AA Index 4.3.2 collection
67.55%

Effort not specified

Independent result
SciCode ↗AA Index 4.3.2 collection
56.83%AA · Under review

Effort not specified

Independent result
GDP.pdf ↗AA Index 4.3.2 collection
12.6%

Effort not specified

Independent result
CritPt ↗AA Index 4.3.2 collection
26%AA · Under review

Effort not specified

Independent result
AA-Omniscience ↗AA Index 4.3.2 collection
-0.32

Effort not specified

Independent result
AA-LCR ↗1.1
82.33%

Effort not specified

Independent result
Access & cost

Prices across providers

0 quotes

No listed provider price

Artificial Analysis ↗

Model specifications

Developer
InclusionAI
Modality
Language
Context
1,048,576 tokens
Maximum output
Not reported
Weights
Open weights
Released
Oct 22, 2026
First discovered
Oct 27, 2026

Exact identities

  • artificial-analysis539ed227-38f4-4bea-a015-117057c14b18

Sources

Artificial Analysis ↗

Updated Oct 27, 2026