Ling 3.0 Flash Fin
The Ling 3.0 Flash Fin is an AI model developed by InclusionAI, designed for processing text inputs within a maximum context length of 262144 tokens. It supports both input and output in the form of text and also enables the use of tools for tasks that require reasoning. For those who prioritize cost-effectiveness without sacrificing performance on text-based applications, this model is worth shortlisting due to its relatively low price point, with $0.06 per million input tokens and $0.18 per million output tokens. However, it currently lacks independent benchmark coverage, making a definitive assessment of its capabilities challenging; prospective users will need to weigh these factors when deciding on the best model for their specific needs.
- Model ID
- inclusionai/ling-3.0-flash-fin
- Vendor
- inclusionai
- Released
- August 2026
- Tokenizer
- Other
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 235,929 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- text only
- Audio
- no
- Moderated
- no
What it costs in practice
Computed from the current $0.06/M input and $0.18/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | under $0.01 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.04 |
| A month of a busy support chatbot | 5M in / 2M out | $0.66 |
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Quick answers
- How much does Ling 3.0 Flash Fin cost?
- $0.06 per million input tokens and $0.18 per million output tokens.
- What is Ling 3.0 Flash Fin's context window?
- 262,144 tokens, roughly 393 pages of text in a single request.
- Does Ling 3.0 Flash Fin support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can Ling 3.0 Flash Fin process images?
- No, it is text-only on the input side.