# Ling 3.0 Flash

> 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 17 Oct 2026, the lowest listed API price is $0.02 per million input tokens and $0.06 per million output tokens (OpenRouter), across 3 providers we track.

Source page: https://www.aimodel.directory/models/inclusionai-ling-3-0-flash
Last verified: 17 Oct 2026

## Specifications

- **Developer:** Inclusionai
- **Release date:** 23 Jul 2026 (source: models.dev, https://github.com/sst/models.dev/blob/dev/providers/novita-ai/models/inclusionai/ling-3.0-flash.toml)
- **Status:** Generally available (source: models.dev, https://github.com/sst/models.dev/blob/dev/providers/novita-ai/models/inclusionai/ling-3.0-flash.toml)
- **Weights:** Open weights (source: Hugging Face, https://huggingface.co/inclusionAI/Ling-3.0-flash)
- **License:** mit (source: Hugging Face, https://huggingface.co/inclusionAI/Ling-3.0-flash)
- **Parameters:** 127B (source: Hugging Face, https://huggingface.co/inclusionAI/Ling-3.0-flash)
- **Context window:** 262K (262,144 tokens) (source: models.dev, https://github.com/sst/models.dev/blob/dev/providers/novita-ai/models/inclusionai/ling-3.0-flash.toml)
- **Max output:** 33K tokens (source: models.dev, https://github.com/sst/models.dev/blob/dev/providers/novita-ai/models/inclusionai/ling-3.0-flash.toml)
- **Input:** Text (source: models.dev, https://github.com/sst/models.dev/blob/dev/providers/novita-ai/models/inclusionai/ling-3.0-flash.toml)
- **Output:** Text (source: models.dev, https://github.com/sst/models.dev/blob/dev/providers/novita-ai/models/inclusionai/ling-3.0-flash.toml)
- **Reasoning mode:** Yes (source: models.dev, https://github.com/sst/models.dev/blob/dev/providers/novita-ai/models/inclusionai/ling-3.0-flash.toml)
- **Tool calling:** Yes (source: models.dev, https://github.com/sst/models.dev/blob/dev/providers/novita-ai/models/inclusionai/ling-3.0-flash.toml)
- **Hugging Face:** inclusionAI/Ling-3.0-flash (source: Hugging Face, https://huggingface.co/inclusionAI/Ling-3.0-flash)

## API pricing (USD per 1M tokens)

| Provider | Input | Output | Cached input | Context |
|---|---|---|---|---|
| OpenRouter | $0.02 | $0.06 | $0.0042 | 262K |
| Vercel AI Gateway | $0.02 | $0.06 | $0.0042 | 256K |
| Novita AI | $0.06 | $0.18 | $0.01 | 262K |

## FAQ

### 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 models.dev.

### 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 17 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 models.dev.

### Which providers offer Ling 3.0 Flash?

We track Ling 3.0 Flash on 3 providers: OpenRouter, Vercel AI Gateway, Novita AI.

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Data licensed CC BY 4.0. Cite as: AI Model Directory, "Ling 3.0 Flash", https://www.aimodel.directory/models/inclusionai-ling-3-0-flash