Ling 3.0 Flash
Summary
Ling 3.0 Flash is an open-weight language model from Inclusionai, released on 23 Jul 2026. It accepts text and generates text, with a 262K-token context window and up to 33K output tokens per response. As of 4 Oct 2026, the lowest listed API price is $0.02 per million input tokens and $0.06 per million output tokens (OpenRouter), across 1 provider we track.
*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...
Last verified 4 Oct 2026. Every figure on this page links to its source.
Specifications
| Developer | Inclusionai |
|---|---|
| Release date | 23 Jul 2026 [OpenRouter] |
| Status | Generally available |
| Weights | Open weights [Hugging Face] |
| License | mit [Hugging Face] |
| Parameters | 127B [Hugging Face] |
| Context window | 262K (262,144 tokens) [OpenRouter] |
| Max output | 33K tokens [OpenRouter] |
| Input | Text [OpenRouter] |
| Output | Text [OpenRouter] |
| Reasoning mode | Yes [OpenRouter] |
| Tool calling | Yes [OpenRouter] |
| Structured output | No [OpenRouter] |
| Hugging Face | inclusionAI/Ling-3.0-flash [Hugging Face] |
Ling 3.0 Flash API pricing by provider
USD per million tokens. Sorted by input price.
| Provider | Input | Output | Cached input | Context | Source |
|---|---|---|---|---|---|
| OpenRouter inclusionai/ling-3.0-flash | $0.02 | $0.06 | $0.0042 | 262K | OpenRouter, 4 Oct 2026 |
Frequently asked questions
What is the context window of Ling 3.0 Flash?
Ling 3.0 Flash has a context window of 262,144 tokens (262K) and can generate up to 32,768 tokens in a single response, according to OpenRouter.
How much does the Ling 3.0 Flash API cost?
Ling 3.0 Flash is listed from $0.02 per million input tokens and $0.06 per million output tokens (OpenRouter). Prices last verified 4 Oct 2026.
Is Ling 3.0 Flash open source?
Ling 3.0 Flash is an open-weight model: its weights are published on Hugging Face as inclusionAI/Ling-3.0-flash under the mit license. Check the license terms before commercial use.
When was Ling 3.0 Flash released?
Inclusionai released Ling 3.0 Flash on 23 Jul 2026, according to OpenRouter.
Change history
No changes detected since we started tracking this model. We re-check every source daily.