41.1
Intelligence Index
Above 93% of 46 other free models
In
inclusionAI: Ling 3.1 Flash
Free allowance
Up to200requests / hour
via Kilo
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
- Input
- text
- Output
- text
- #4 for intelligence
Providers
Available through 3 free providers. Use the model ID and API settings below to connect.
* The provider match may differ from this model. Check its docs for details.
Benchmarks
Compare scores and explore results by category.
Bars show scores from other free models on this site. The marker shows this model’s score. Comparisons include only models with a score for that index.
Scores from Artificial AnalysisFrequently asked questions
Free access, setup, and what to expect.
inclusionAI: Ling 3.1 Flash is available with up to 200 requests / hour free through Kilo. Free allowances can change. Check the inclusionAI: Ling 3.1 Flash provider limits before you start.
To use inclusionAI: Ling 3.1 Flash, choose one of the listed inclusionAI: Ling 3.1 Flash API providers and follow the provider’s account and API-key setup guide. Copy the inclusionAI: Ling 3.1 Flash model ID and connection settings for your chosen provider into your app or API client. Model IDs can differ between providers. API requests go directly to the provider; Free Models is a comparison site.
inclusionAI: Ling 3.1 Flash accepts text as listed input formats. Listed output formats include text. Image or audio input support does not imply image or audio generation. Check the chosen provider’s inclusionAI: Ling 3.1 Flash documentation for supported file types and request formats.
inclusionAI: Ling 3.1 Flash has a listed context window of 262K tokens. Tokens are small pieces of content rather than a word count. Instructions, conversation history, and other inputs use context space, and the response also needs room. The maximum output length for inclusionAI: Ling 3.1 Flash may be smaller than the context window and can vary by provider.
inclusionAI: Ling 3.1 Flash has both reasoning and tool calling listed as supported capabilities. Reasoning enables additional processing for complex problems. Tool calling allows a model to request functions that your app executes. Check the chosen provider’s documentation for capability availability and setup.
Review the listed inclusionAI: Ling 3.1 Flash benchmark results to compare performance on measured tasks. Compare scores within the same benchmark: coding indexes, Elo ratings, and win rates measure different things. The index comparison charts include only scored free models listed on Free Models. Evaluate inclusionAI: Ling 3.1 Flash on examples from your own task alongside context size and provider limits.