Ling 3.0 Flash Fin (free)✓ Catalog verified
Ling 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment...
Overview
Ling 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment...
Access: available through the official Inclusionai API. Context window: 262K.
Specifications
| API identifier | inclusionai/ling-3.0-flash-fin:free |
| Provider | Inclusionai |
| Model type | Text LLM |
| Context window | 262K catalog |
| Input modalities | text |
| Output modalities | text |
| Released | Aug 27, 2026 |
| Moderated | No |
| Architecture modality | text->text |
Pricing
Live pricing components for inclusionai/ling-3.0-flash-fin:free as published in the catalog.
| Pricing component | Raw unit price | Normalized | Unit |
|---|---|---|---|
| Prompt tokens | $0 | $0.00 / 1M | Per input token |
| Completion tokens | $0 | $0.00 / 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
$0Calculated from current list pricing in the ModelsAtlas catalog.Capabilities
| Capability | Status | What it means |
|---|---|---|
| Visual Understanding | Not advertised | 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 Ling 3.0 Flash Fin (free) 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-fin:free",
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 |
|---|---|---|---|---|
| Arcee AI: Trinity Large Thinking | Arcee Ai | 262K | $0.25 | View → |
| ByteDance Seed: Seed 1.6 | Bytedance Seed | 262K | $0.25 | View → |
Sources & attribution
Pricing and metadata are maintained in the ModelsAtlas catalog.
Frequently asked questions
How much does Ling 3.0 Flash Fin (free) cost?
$0.00 per 1M input tokens and $0.00 per 1M output tokens on the official Inclusionai API.
What is the context window of Ling 3.0 Flash Fin (free)?
Ling 3.0 Flash Fin (free) supports up to 262K tokens of context.
Does Ling 3.0 Flash Fin (free) support tool / function calling?
Yes, Ling 3.0 Flash Fin (free) supports tool / function calling — you can register tools and the model will emit structured tool calls.
How do I access Ling 3.0 Flash Fin (free)?
Use the official Inclusionai API with the model id `inclusionai/ling-3.0-flash-fin:free`. See the Quick start section above for code examples.