inclusionAI: Ling 3.0 Flash VL✓ Catalog verified
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
Overview
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
Access: available through the official Inclusionai API. Context window: 131K.
Specifications
| API identifier | inclusionai/ling-3.0-flash-vl |
| Provider | Inclusionai |
| Model type | Multimodal LLM |
| Context window | 131K catalog |
| Input modalities | text · image · video |
| Output modalities | text |
| Released | Sep 10, 2026 |
| Moderated | No |
| Architecture modality | text+image+video->text |
Pricing
Live pricing components for inclusionai/ling-3.0-flash-vl as published in the catalog.
| Pricing component | Raw unit price | Normalized | Unit |
|---|---|---|---|
| Prompt tokens | $6e-8 | $0.06 / 1M | Per input token |
| Completion tokens | $1.8e-7 | $0.18 / 1M | Per output token |
| Request fee | N/A | N/A | Per request |
| Image fee | N/A | N/A | Per image unit |
| Web search fee | N/A | N/A | Per search request |
Cost calculator
Estimate monthly spend from your own token volumes.
Estimated Total Cost
$0.07Calculated from current list pricing in the ModelsAtlas catalog.Capabilities
| Capability | Status | What it means |
|---|---|---|
| Visual Understanding | ✓ Supported | Image and document analysis support |
| Audio Processing | Not advertised | Speech and voice aligned flows |
| Tool Calling | ✓ Supported | Supports tools / function calling |
| Self-Hosting | Not advertised | Deploy outside managed APIs |
Capability signals
Directional signals derived from model metadata and capability tags — not official benchmark submissions.
Quick start
Call inclusionAI: Ling 3.0 Flash VL through an OpenAI-compatible client.
from openai import OpenAI
client = OpenAI(
base_url="https://openrouter.ai/api/v1",
api_key="YOUR_API_KEY"
)
response = client.chat.completions.create(
model="inclusionai/ling-3.0-flash-vl",
messages=[{"role": "user", "content": "Explain quantum physics."}]
)
print(response.choices[0].message.content)Alternatives
Closest models by context window from a different provider.
| Model | Provider | Context | Input /1M | Actions |
|---|---|---|---|---|
| AionLabs: Aion-1.0 | Aion Labs | 131K | $4.00 | View → |
| AionLabs: Aion-1.0-Mini | Aion Labs | 131K | $0.70 | View → |
Sources & attribution
Pricing and metadata are maintained in the ModelsAtlas catalog.
Frequently asked questions
How much does inclusionAI: Ling 3.0 Flash VL cost?
$0.06 per 1M input tokens and $0.18 per 1M output tokens on the official Inclusionai API.
What is the context window of inclusionAI: Ling 3.0 Flash VL?
inclusionAI: Ling 3.0 Flash VL supports up to 131K tokens of context.
Does inclusionAI: Ling 3.0 Flash VL support tool / function calling?
Yes, inclusionAI: Ling 3.0 Flash VL supports tool / function calling — you can register tools and the model will emit structured tool calls.
How do I access inclusionAI: Ling 3.0 Flash VL?
Use the official Inclusionai API with the model id `inclusionai/ling-3.0-flash-vl`. See the Quick start section above for code examples.