InclusionAI Ling 2.6 Flash is Inclusionai's language model with a 262K context window and up to 33K output tokens, starting at $0.01 / 1M input and $0.03 / 1M output. A fast instruct model from InclusionAI with 104B total parameters and only 7.4B active parameters, optimized for real-world agentic tasks requiring rapid responses and strong execution.
Specifications
Canonical IDinclusionai-ling-2-6-flash
TypeLanguage
StatusActive
CreatorInclusionai
Providers
Context Window262K tokens
Max Output33K tokens
Input ModalitiesText
Output ModalitiesText
Release Date · 4 months ago
Deprecation Date
Benchmarks
Intelligence Index
14.2
#252
Coding Index
25.3
#98
GPQA
0.6
#293
HLE
0.1
#249
IFBench
0.6
#118
Time to First Token
0.00s
#189
SciCode
0.3
#301
LCR
0.3
#254
TerminalBench Hard
0.2
#139
TAU2
0.9
#83
Output TPS
0.0
#308

Capabilities

Input1/5
Text
Image·
Audio·
Video·
PDF·
Output1/5
Text
Image·
Audio·
Video·
Embedding·
Capabilities3/13
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·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
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OpenRouter
inclusionai/ling-2.6-flash
$0.01$0.03$0.002

Cost Calculator

US Dollar ($)
Preset:

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
InclusionAI Ling 2.6 Flash262K$0.010$0.030Current
InclusionAI Ling 2 FlashAvailable

Other Models

ModelTierReleasedContextInput / 1MOutput / 1M
InclusionAI Ling 3 Tiny262K
InclusionAI Ling 2 Mini
InclusionAI Ling 1T

Model IDs

inclusionai-ling-2-6-flash
inclusionai/ling-2.6-flash
inclusionai/ling-2.6-flash:free
ling-2-6-flash