Ring 2 Flash


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
14.0
#312
Coding Index
10.6
#285
Math Index
83.7
#52
MMLU-Pro
0.8
#115
GPQA
0.7
#161
HLE
0.1
#150
LiveCodeBench
0.6
#99
IFBench
0.4
#183
Time to First Token
1.74s
#397
SciCode
0.2
#356
AIME 2025
0.8
#52
LCR
0.2
#236
TerminalBench Hard
0.1
#206
TAU2
0.0
#367
Output TPS
92.2
#132

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·

Other models

ModelTierReleasedContextInput / 1MOutput / 1M
Ring 2.6 1T262K
Ring 1T

Model IDs