The Orchestrator › Models › InclusionAI
InclusionAI: inclusionAI: Ling 3.2 Flash (free)
Ling 3.2 Flash is a hybrid reasoning model from inclusionAI that accepts text and image input, with a 1M-token context window and up to 200 images per request. Thinking can...
Specifications
| Provider | InclusionAI |
| Model ID | inclusionai/ling-3.2-flash |
| Context window | 1.0M tokens (1,048,576) |
| Modalities | text + image → text |
| Tokenizer | Other |
| Router sources | OpenRouter |
| Released | 2026-11-13 |
| Tracked since | 2026-11-14 |
| Popularity | Not in the ranked set |
| Reasoning | On by default |
Pricing (per million tokens)
| Variant | Source | API ID | Input | Output | Context |
|---|---|---|---|---|---|
| free | OpenRouter | inclusionai/ling-3.2-flash:free | Free | Free | 1.0M |
Capabilities
Vision (image input)Agentic tool useStructured outputsReasoning mode1M+ context windowControllable reasoning
Supported parameters
frequency_penalty, include_reasoning, max_tokens, presence_penalty, reasoning, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p