F24 SALES / MODEL
InclusionAI🇨🇳
Ling 3.1 Flash
InclusionAI's reasoning model is designed for coding, multi-step analysis and agents that use tools. Its sparse architecture activates 25 billion of 560 billion parameters, with support for working through long documents and task histories.
Free aggregator routes
These are the aggregator routes recorded in the current or last published catalog. Each route keeps its exact model ID and thinking information.
Limits above: Kilo. Available gateway routes are listed below.
Kilo's exact listing at https://kilo.ai/models/inclusionai-ling-3-1-flash identifies inclusionai/ling-3.1-flash and its creator. This matches OpenRouter's exact-version catalog entry at https://openrouter.ai/api/v1/models. OpenCode explicitly maps its free alias to this namespaced model in https://raw.githubusercontent.com/anomalyco/models.dev/dev/providers/opencode/models/ling-3.1-flash-free.toml. Gateway configurations and pinned weight revisions are not assumed identical.
Kilo
Info- Thinking
- Supported
inclusionai/ling-3.1-flashOpenRouter
Info- Thinking
- Supported
- Control
- Can be toggled
- Default
- Enabled
inclusionai/ling-3.1-flashInfron
Info- Thinking
- Not documented
inclusionai/ling-3.1-flash:free- Max output here
- 32K
Nous Portal
Info- Thinking
- Supported
- Control
- Can be toggled
- Default
- Enabled
inclusionai/ling-3.1-flashModel sources
Use it through LiteLLM
Import the current LiteLLM-compatible YAML and use the exact model ID shown above. The catalog is generated from the same reviewed scan data as the download.
Download LiteLLM YAMLSources & references
- Gateway model catalog
- Kilo Ling 3.1 Flash model listing
- Kilo catalog watchlist and unresolved weight status
- OpenCode exact-route model mapping
- Ling 3.1 Flash · model capabilities
- OpenRouter Ling 3.1 Flash listing
- OpenCode exact-route model mapping and reasoning toggle
- Infron reasoning documentation
- Nous Portal model listing
- Gateway model catalog