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inclusionAI: Ling 3.0 Tiny

by inclusionAI

inclusionAI: Ling 3.0 Tiny is a large language model from inclusionAI. It costs $0.015 per million input tokens and $0.045 per million output tokens. Its context window is 262K tokens.

ReasoningTool callingStructured outputPrompt cachingOpen weights
Input / 1M tokens
$0.015
Output / 1M tokens
$0.045
Cached input / 1M
$0.0030

On repeated prefixes

Context window
262K

tokens

Who serves it cheapest

1 hosts serve Ling 3.0 Tiny. Same weights, same API - the price difference is pure margin and routing.

Providers serving inclusionAI: Ling 3.0 Tiny, cheapest first
ProviderInput / 1MOutput / 1MContextThroughputUptime 24h
Ant DigitalCheapestfp8$0.015$0.045262K-100.0%

Benchmarks

Independent scores published alongside the catalogue.

Coding index
26.5
Agentic index
4.4

About Ling 3.0 Tiny

Ling 3.0 Tiny is a mixture-of-experts model from InclusionAI, with 1.3B active parameters out of 7.9B total. It is designed for responsive agents, instruction following, and multi-turn conversations, with switchable...

Specifications

inclusionAI: Ling 3.0 Tiny specifications
Model IDinclusionai/ling-3.0-tiny
ProviderinclusionAI
Context window262K tokens
Max output250K tokens
Input modalitiestext
Output modalitiestext
Knowledge cutoff-
Open weightsYes - inclusionAI/Ling-3.0-tiny
ReleasedNovember 5, 2026

Cheaper alternatives

Models that cost less than Ling 3.0 Tiny while keeping at least half its context window and every input modality it supports.

Frequently asked

How much does inclusionAI: Ling 3.0 Tiny cost?

$0.015 per million input tokens and $0.045 per million output tokens. Cached input reads cost $0.0030 per million tokens.

What is the context window of inclusionAI: Ling 3.0 Tiny?

262K tokens, with up to 250K tokens of output per request.