Ring 2 Flash is Inclusionai's language model. A fast, efficient variant of InclusionAI's Ring 2 series, optimized for rapid language generation with reduced latency.
Specifications
Canonical IDinclusionai-ring-2-flash
TypeLanguage
StatusActive
CreatorInclusionai
Input ModalitiesText
Output ModalitiesText
Benchmarks
Intelligence Index
#423
Math Index
#71
MMLU-Pro
#141
GPQA
#250
HLE
#256
LiveCodeBench
#133
IFBench
#232
Time to First Token
#177
SciCode
#459
AIME 2025
#71
LCR
#357
TerminalBench Hard
#239
TAU2
#407
Output TPS
#416

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
Ling 3.0 Flash Sante Free256K——Available
Ring 2 Flash————Current

Other Models

ModelTierReleasedContextInput / 1MOutput / 1M
Ring 2.6 1T—262K——
Ring 1T—————

Model IDs

inclusionai-ring-2-flash
ring-flash-2-0