MODEL DIRECTORY
InclusionAI Model Directory
InclusionAI develops inclusive artificial intelligence technologies and solutions designed to make advanced AI more accessible and beneficial to a broader range of people.
Public models
5
With relay prices
0
Relay sites
0
Reasoning
5
Tool call
5
Structured output
0
Multimodal input
1
Text models
5
Image models
0
Video models
0
Audio models
0
Release range
2026-07-23 ~ 2026-09-29
5 models foundPrices in USD per 1M tokens; relay prices and ≈ are converted from CNY at today's rate
| Model | Provider | Type | Relays | Context | Max output | Input | Output | Capabilities | Price (input / output) | Details | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Ling 3.1 Flashling-3.1-flash | InclusionAI | Text | - | 262.1K | 32.8K | Text: Supported | Text: Supported | Reason: SupportedTools: SupportedJSON: UnknownTemperature: SupportedOpen weights: Supported | 41.1 | OfficialNo priceLowestNo price | 2026-09-29 | |
Efficient model for low-latency assistance, extraction, and routine automation Basics
Limits
InputText: SupportedImage: Not supportedAudio: Not supportedVideo: Not supportedPDF: Not supportedFile: Not supported OutputText: SupportedImage: Not supportedAudio: Not supportedVideo: Not supported API capabilitiesReasoning: SupportedTool call: SupportedStructured output: UnknownTemperature: Supported Pricing
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Ling 3.0 Flash VLling-3.0-flash-vl | InclusionAI | Text | - | 262.1K | 32.8K | Text: SupportedImage: SupportedVideo: SupportedFile: Supported | Text: Supported | Reason: SupportedTools: SupportedJSON: UnknownTemperature: SupportedOpen weights: Supported | 24.6 | OfficialNo priceLowestNo price | 2026-09-10 | |
Native multimodal hybrid MoE model for image and video understanding, reasoning, and visual agents Basics
Limits
InputText: SupportedImage: SupportedAudio: Not supportedVideo: SupportedPDF: Not supportedFile: Supported OutputText: SupportedImage: Not supportedAudio: Not supportedVideo: Not supported API capabilitiesReasoning: SupportedTool call: SupportedStructured output: UnknownTemperature: Supported Pricing
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Ling 3.0 Flash Santeling-3.0-flash-sante | InclusionAI | Text | - | 262.1K | 32.8K | Text: Supported | Text: Supported | Reason: SupportedTools: SupportedJSON: UnknownTemperature: Supported | - | OfficialNo priceLowestNo price | 2026-09-04 | |
Health and medicine specialization of Ling 3.0 Flash for medical reasoning and evidence-based retrieval Basics
Limits
InputText: SupportedImage: Not supportedAudio: Not supportedVideo: Not supportedPDF: Not supportedFile: Not supported OutputText: SupportedImage: Not supportedAudio: Not supportedVideo: Not supported API capabilitiesReasoning: SupportedTool call: SupportedStructured output: UnknownTemperature: Supported Pricing
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Ling 3.0 Flash Finling-3.0-flash-fin | InclusionAI | Text | - | 262.1K | 32.8K | Text: Supported | Text: Supported | Reason: SupportedTools: SupportedJSON: UnknownTemperature: SupportedOpen weights: Supported | 22.6 | OfficialNo priceLowestNo price | 2026-08-27 | |
Finance-enhanced model for financial research, multi-step investment workflows, and long-horizon planning and execution Basics
Limits
InputText: SupportedImage: Not supportedAudio: Not supportedVideo: Not supportedPDF: Not supportedFile: Not supported OutputText: SupportedImage: Not supportedAudio: Not supportedVideo: Not supported API capabilitiesReasoning: SupportedTool call: SupportedStructured output: UnknownTemperature: Supported Pricing
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Ling 3.0 Flashling-3.0-flash | InclusionAI | Text | - | 262.1K | 32.8K | Text: Supported | Text: Supported | Reason: SupportedTools: SupportedJSON: UnknownTemperature: SupportedOpen weights: Supported | 20.1 | OfficialNo priceLowestNo price | 2026-07-23 | |
Hybrid-linear MoE reasoning model with 124B total and 5.1B active parameters for efficient agents Basics
Limits
InputText: SupportedImage: Not supportedAudio: Not supportedVideo: Not supportedPDF: Not supportedFile: Not supported OutputText: SupportedImage: Not supportedAudio: Not supportedVideo: Not supported API capabilitiesReasoning: SupportedTool call: SupportedStructured output: UnknownTemperature: Supported Pricing
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Capabilities and limits come from public sources. “Unknown” means no reliable data yet, not “not supported”. Relay counts include only sites with a current public price, de-duplicated per site.
Data source: models.dev · OpenRouter
Intelligence scores come from the OpenRouter benchmark rankings (Intelligence Index); higher is smarter.