InclusionAI Ling 2 Mini is Inclusionai's language model. A compact variant of InclusionAI's Ling 2 series, designed for efficient deployment in resource-constrained environments.
Specifications
Canonical IDinclusionai-ling-2-mini
TypeLanguage
StatusActive
CreatorInclusionai
Input ModalitiesText
Output ModalitiesText
Benchmarks
Intelligence Index
#505
Math Index
#168
MMLU-Pro
#243
GPQA
#370
HLE
#382
LiveCodeBench
#179
IFBench
#398
Time to First Token
#173
SciCode
#473
AIME 2025
#168
LCR
#418
TerminalBench Hard
#358
TAU2
#373
Output TPS
#413

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 3.1 Flash262K$0.075$0.225Available
InclusionAI Ling 3.1 Flash Free262K——Available
Ling 3.0 Flash VL262K$0.060$0.180Available
Ling 3.0 Flash Sante262K$0.075$0.220Available
InclusionAI Ling 3 Flash Fin262K$0.075$0.220Available
InclusionAI Ling 3 Tiny256K——Available
InclusionAI Ling 3 Flash Fast—262K$0.060$0.180Available
InclusionAI Ling 2.6 Flash262K——Deprecated
InclusionAI Ling 2 Mini————Current
InclusionAI Ling 2 Flash————Available
Ming Image 0.1 Design————Available

Model IDs

inclusionai-ling-2-mini
ling-mini-2-0