Ling 3.0 Flash Fin
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 workflows that require complex multi-step tasks and long-horizon planning and execution, while retaining general capabilities in reasoning, coding, and mathematics.
Specifications
| Lab | InclusionAI |
|---|---|
| Context window | 262.1K tokens |
| Input price | $0.06/1M |
| Output price | $0.18/1M |
| Release | Aug 2026 |
Strengths
- Finance-focused behavior for investment workflows
- 5.1B active parameters in a 124B MoE model
- 262K-token context window
Weaknesses
- Specialized financial focus limits general use
- Free-tier availability may bring rate limits
Best for
- Financial analysis
- Investment research
- Finance-oriented agent workflows
In Depth: Ling 3.0 Flash Fin
Summary
Ling 3.0 Flash Fin is an AI model from InclusionAI.
Released in Aug 2026. It takes text input and produces text output, with a context window of 262.1K tokens. Input pricing is $0.06 per 1M tokens and output is $0.18 per 1M tokens on OpenRouter.