InclusionAI Ling 2.6 1T is Inclusionai's language model with a 262K context window and up to 33K output tokens, available from 2 providers, starting at $0.075 / 1M input and $0.625 / 1M output. A massive 1-trillion-parameter LLM from InclusionAI's Ling 2.6 series, targeting high-capacity reasoning and language understanding at extreme scale.
Specifications
Canonical IDinclusionai-ling-2-6-1t
TypeLanguage
StatusDeprecated
CreatorInclusionai
Providers
Context Window262K tokens
Max Output33K tokens
Input ModalitiesText
Output ModalitiesText
Parameters1.03T
HuggingFace Likes74
HuggingFace Downloads (30d)393
HuggingFace Downloads (all-time)393
Release Date · 3 months ago
Deprecation Date
Benchmarks
Intelligence Index
26.1
#120
GPQA
0.8
#161
HLE
0.1
#187
IFBench
0.6
#123
Time to First Token
0.00s
#131
SciCode
0.4
#156
LCR
0.3
#208
TerminalBench Hard
0.3
#91
TAU2
0.9
#59
Output TPS
0.0
#390

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
Hugging Face logo
Hugging Face
novita:inclusionai/ling-2.6-1t
$0.3$2.50N/A
OpenRouter logo
OpenRouter
inclusionai/ling-2.6-1t
$0.075$0.625$0.015

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host InclusionAI Ling 2.6 1T, ranked by cheapest on-demand price. The model needs about 2462 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)

No GPU instances fit InclusionAI Ling 2.6 1T at FP16 precision — try a lower precision such as INT4.

Model IDs

inclusionai-ling-2-6-1t
inclusionai/ling-2.6-1t
inclusionai/ling-2.6-1t:free
ling-2-6-1t