inclusionaiListed Jul 23, 2026

inclusionAI: Ling 3.0 Flash

*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...

Context window262.1K
Max output32.8K
Provider endpoints6
Benchmark results0
Measured performance

Benchmark results

All leaderboards ↗
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No published results in this index yet

Scores appear here when an evaluation matches this exact model.

Access & cost

Prices across providers

6 quotes

Your token mix

USD · listed token rates

OpenRouter

Catalog quote
Input
$0.021
Output
$0.063
Cached input
$0.0042
USD / 1M tokens
262.1K context32.8K max outputPrice source ↗Checked Oct 18, 2026
Endpoint IDinclusionai/ling-3.0-flash

novita

via Hugging Face
Input
$0.06
Output
$0.18
USD / 1M tokens
262.1K contextPrice source ↗Checked Oct 18, 2026
Endpoint IDinclusionAI/Ling-3.0-flash

deepinfra

via Hugging Face
Input
$0.06
Output
$0.18
USD / 1M tokens
131.1K contextPrice source ↗Checked Oct 18, 2026
Endpoint IDinclusionAI/Ling-3.0-flash
Input
$0.06
Output
$0.18
USD / 1M tokens
131.1K contextPrice source ↗Checked Oct 18, 2026
Endpoint IDinclusionAI/Ling-3.0-flash

Novita

via OpenRouter

novita

Input
$0.021
Output
$0.063
Cached input
$0.0042
USD / 1M tokens

Source discount 65%; rates as published

262.1K context32.8K max outputPrice source ↗Checked Oct 17, 2026
Endpoint IDinclusionai/ling-3.0-flash::novita

DeepInfra

via OpenRouter

deepinfra/bf16 · quantization=bf16

Input
$0.06
Output
$0.18
Cached input
$0.012
USD / 1M tokens
131.1K context32.8K max outputPrice source ↗Checked Oct 17, 2026
Endpoint IDinclusionai/ling-3.0-flash::deepinfra/bf16

Model specifications

Developer
inclusionai
Modality
Language
Context
262,144 tokens
Maximum output
32,768 tokens
Weights
Open weights
Provider listed
Jul 23, 2026
First discovered
Oct 16, 2026

Exact identities

  • openrouterinclusionai/ling-3.0-flash
  • huggingfaceinclusionAI/Ling-3.0-flash
  • deepinfrainclusionAI/Ling-3.0-flash

Sources

Updated Oct 18, 2026

More from inclusionai

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inclusionaiListed 15 days ago

inclusionAI: Ling 3.1 Flash

Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.

262.1K contextTool callingStructured outputNo reported score
No reported score
$0.075in$0.225out/ 1M tokens · USDNovita · via OpenRouter · 3 endpointsnovita