InclusionAI Ling 1T is Inclusionai's language model. A 1-trillion-parameter LLM from InclusionAI's Ling series, targeting large-scale language understanding and generation tasks.
Specifications
Canonical IDinclusionai-ling-1t
TypeLanguage
StatusActive
CreatorInclusionai
Input ModalitiesText
Output ModalitiesText
Benchmarks
Intelligence Index
#303
Math Index
#123
MMLU-Pro
#81
GPQA
#246
HLE
#268
LiveCodeBench
#103
IFBench
#314
Time to First Token
#158
SciCode
#240
AIME 2025
#123
LCR
#271
TerminalBench Hard
#215
TAU2
#243
Output TPS
#393

Capabilities

Input1/5
Text
Image·
Audio·
Video·
PDF·
Output1/5
Text
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
InclusionAI Ling 3 Flash Fin262KAvailable
InclusionAI Ling 3 Tiny256KAvailable
InclusionAI Ling 3 Flash Fast262K$0.060$0.180Available
Ling 3.0 Flash SanteAvailable
Ling 3.0 Flash VLAvailable
InclusionAI Ling 2.6 Flash262KDeprecated
InclusionAI Ling 2 FlashAvailable
InclusionAI Ling 2 MiniAvailable
InclusionAI Ling 1TCurrent

Model IDs

inclusionai-ling-1t
ling-1t