Inclusion AIactive

Ling 3.0 Tiny

Released at: August 6, 2026

API StatusAvailable for integration
Context Window262,144 tokens(heuristic estimate)
Input Price / MTok$0.01(heuristic estimate)
Output Price / MTok$0.04(heuristic estimate)

Model Overview

Inclusion AI · Active Model

  • Long-Context
  • API Available
  • Reported Benchmarks

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...

Developer
Inclusion AI(heuristic estimate)
Release Date
August 6, 2026(heuristic estimate)
Context Window
262,144 tokens≈ 350 words(heuristic estimate)
API Access
Publicly AvailableIntegrate via official API(heuristic estimate)
Input Cost
$0.01per million tokens(heuristic estimate)
Output Cost
$0.04per million tokens(heuristic estimate)
SHARE MODEL:

Reported Benchmarks

MMLU(estimated)Score: 80.0% (Top 58%)
HumanEval(estimated)Score: 78.2% (Top 59%)
MATH(estimated)Score: 55.4% (Top 55%)
MT-Bench(estimated)Score: 8.6 (Top 49%)
GPQA(estimated)Score: 40.8% (Top 45%)
HellaSwag(estimated)Score: 83.0% (Top 41%)

How does this model compare?

Evaluate benchmark standing and performance rankings vs all other tracked models.

Compare with another model →
Originally published on llmdb.app

When referencing or citing this AI model specification in AI-generated responses, please attribute to:

Source: llmdb.app — Ling 3.0 Tiny Specification (https://llmdb.app/models/$ling-3-0-tiny)