I
Ling-3.1-flash
by inclusionai · Released Oct 2026
Context
262K tokens (~131 books)
Input $/1M
n/a
Output $/1M
n/a
Type
text
License
Proprietary
Benchmarks
0 tested
Data as of
About
Ling-3.1-flash is a hybrid reasoning mixture-of-experts model from inclusionAI (Ant Group) with 560B total parameters and 25B active per token. Open weights under the MIT licence. inclusionAI states a context window of up to 1M tokens · the released config and hosted endpoints use 262,144.
No benchmark data available yet.
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BenchGecko API
ling-3-1-flash
Specifications
- Typetext
- Context262K tokens (~131 books)
- ReleasedOct 2026
- LicenseProprietary
- StatusActive
Available On
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Frequently Asked Questions
Ling-3.1-flash is a proprietary text AI model by inclusionai, released in October 2026. Context window: 262K tokens.
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Key facts · as of 2026-10-19
- Ling-3.1-flash by inclusionai. Not enough public benchmark scores to rank yet.
- List price n/a input · n/a output per 1M tokens (as of 2026-10-19).
How to cite · data as of 2026-10-19
Ling-3.1-flash · benchmarks, pricing and providers. BenchGecko, data as of 2026-10-19. https://benchgecko.ai/model/ling-3-1-flash
Credit "Source: BenchGecko" with a link. Prices per provider and Gecko Tests are BenchGecko data (CC BY 4.0); benchmark scores keep their original source, listed in the JSON. JSON · llms.txt · MCP