Ant Group (inclusionAI), open weights

# Ling 3.0 Flash

> Ling 3.0 Flash by Ant Group (inclusionAI). API: $0.021 in / $0.063 out per M tokens. 262K context. Scores, sources and comparisons.
- Canonical page: https://noometry.com/models/ling-3-0-flash
- Last updated: 2026-10-10
- Title: Ling 3.0 Flash Benchmarks, Price & Rank (October 2026)

Ling 3.0 Flash is a Ant Group (inclusionAI) model tracked on Noometry for pricing and specifications. API pricing starts at $0.021 per million input tokens and $0.063 per million output tokens, with a 262K-token context window.

Last verified October 10, 2026

## Specifications

- **Noometry rank:** Unranked
- **Index score:** Not ranked
- **Evidence:** 0 results
- **Provider:** [![](/logos/ant-group.svg) Ant Group (inclusionAI)](https://noometry.com/providers/ant-group)
- **Released:** Unknown
- **Weights:** Open weights
- **Reasoning:** Yes
- **Context window:** 262K
- **Max output:** 33K
- **Input price:** $0.021 / M
- **Output price:** $0.063 / M
- **Blended price:** $0.0315 / M
- **Output speed:** Not measured
- **Value:** Not ranked
- **Knowledge cutoff:** Unknown
- **Input:** text
- **Hugging Face:** [inclusionAI/Ling-3.0-flash](https://huggingface.co/inclusionAI/Ling-3.0-flash)

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## Benchmark results

Every published result we track, with its source. Bold rows are the ones used for ranking; where several exist we prefer independent runs over self-reported numbers.

No public benchmark results are tracked for Ling 3.0 Flash yet.

## API pricing by provider

Ling 3.0 Flash API prices
| Route | Input $/M | Output $/M | Cached input $/M | Checked |
| --- | --- | --- | --- | --- |
| [openrouter](https://openrouter.ai/inclusionai/ling-3.0-flash) | $0.021 | $0.063 | $0.0042 | 2026-10-10 |

[All Ant Group (inclusionAI) API prices →](https://noometry.com/llm-pricing/ant-group) [Estimate your cost →](https://noometry.com/tools/cost-calculator)

## Compare Ling 3.0 Flash

-   [Ling 3.0 Flash vs GPT-6 Astra](https://noometry.com/compare/gpt-6-astra-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs Claude Fable 5.1](https://noometry.com/compare/claude-fable-5-1-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs Claude Opus 5.5](https://noometry.com/compare/claude-opus-5-5-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs Claude Opus 5](https://noometry.com/compare/claude-opus-5-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs Claude Fable 5](https://noometry.com/compare/claude-fable-5-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs GPT-6.1 Sol](https://noometry.com/compare/gpt-6-1-sol-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs Gemini 3.8 Flash](https://noometry.com/compare/gemini-3-8-flash-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs Kimi K3](https://noometry.com/compare/kimi-k3-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs Grok 4.6](https://noometry.com/compare/grok-4-6-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs Qwen3.8 Max](https://noometry.com/compare/ling-3-0-flash-vs-qwen3-8-max)
-   [Ling 3.0 Flash vs GLM-5.3](https://noometry.com/compare/glm-5-3-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs Muse Spark 1.3](https://noometry.com/compare/ling-3-0-flash-vs-muse-spark-1-3)
-   [Ling 3.0 Flash vs DeepSeek V4 Pro](https://noometry.com/compare/deepseek-v4-pro-vs-ling-3-0-flash)
-   [Ling 3.0 Flash vs MiMo-V2.6-Pro](https://noometry.com/compare/ling-3-0-flash-vs-mimo-v2-6-pro)

## Other Ant Group (inclusionAI) models

-   [Ling 3.0 Flash Fin](https://noometry.com/models/ling-3-0-flash-fin)
-   [Ling 3.0 Flash Sante](https://noometry.com/models/ling-3-0-flash-sante)
-   [Ling 3.0 Flash VL](https://noometry.com/models/ling-3-0-flash-vl)
-   [Ring-2.6-1T](https://noometry.com/models/ring-2-6-1t)

## Frequently asked questions

### How good is Ling 3.0 Flash?

Ling 3.0 Flash is a Ant Group (inclusionAI) model tracked on Noometry for pricing and specifications. API pricing starts at $0.021 per million input tokens and $0.063 per million output tokens, with a 262K-token context window.

### How much does Ling 3.0 Flash cost?

Ling 3.0 Flash costs $0.021 per million input tokens and $0.063 per million output tokens on openrouter, with cached input at $0.0042.

### What is Ling 3.0 Flash's context window?

Ling 3.0 Flash accepts up to 262K tokens of input and can write up to 33K tokens in one response.

### Is Ling 3.0 Flash open source?

Yes. Ling 3.0 Flash's weights are downloadable from Hugging Face (inclusionAI/Ling-3.0-flash); check the license for commercial terms.

### Cite this page

Noometry. (2026). Ling 3.0 Flash benchmarks and pricing. Retrieved October 10, 2026, from https://noometry.com/models/ling-3-0-flash

Quote Noometry with a link back to this page. It is also available in [Markdown](https://noometry.com/md/models/ling-3-0-flash.md).