| Provider | inclusionAI |
|---|---|
| Model ID | inclusionai/ling-3.0-flash-fin |
| Prompt Price per 1M tokens | $0.06 |
| Completion Price per 1M tokens | $0.18 |
| Sample Workload Cost 1M input + 500K output | $0.15 |
| Context Window | 262.14K |
| Release Date |
NewLing 3.0 Flash Fin
inclusionAI API model specs with normalized input price, output price, context window, sample workload cost, and related comparisons.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget brief
Ling 3.0 Flash Fin is estimated at $0.15 for the standard workload.
Ling 3.0 Flash Fin is best suited for cost-sensitive production traffic. A 1M input token plus 500K output token workload is estimated at $0.15.
Input price$0.06per 1M tokens
Output price$0.18per 1M tokens
Context window262.14Kreported maximum
Releasecatalog timestamp
Use this as a first-pass planning estimate, then verify provider limits, routing, discounts, and availability before production deployment.
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This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Alternative path
Alternative Shortlist
Use these rows to build a test shortlist around Ling 3.0 Flash Fin. Lower cost, same-provider fit, and larger context are separate decisions, so each group is ranked by a different signal.
Lower-cost alternatives
Cross-provider candidates with a lower standard 1M input plus 500K output estimate.
| Model | Provider | Sample Cost | Context | Why it is here | Next Step |
|---|---|---|---|---|---|
| 🔥MiniMax M3 (free) | MiniMax | $0 | 1.05M | Lower standard workload estimate from another provider. | Open model Compare |
| 🔥Nemotron 3 Ultra (free) | NVIDIA | $0 | 1M | Lower standard workload estimate from another provider. | Open model Compare |
| NewOx Alpha | stealth | $0 | 1.05M | Lower standard workload estimate from another provider. | Open model Compare |
| Dots3-Note Preview (free) | Dots Studio | $0 | 512K | Lower standard workload estimate from another provider. | Open model Compare |
Same-provider swaps
Lower-cost options from the same provider, useful when account setup or procurement is already fixed.
| Model | Provider | Sample Cost | Context | Why it is here | Next Step |
|---|---|---|---|---|---|
| NewLing 3.0 Flash Fin (free) | inclusionAI | $0 | 262.14K | Same provider with a lower standard workload estimate. | Open model Compare |
| Ling 3.0 Tiny (free) | inclusionAI | $0 | 262.14K | Same provider with a lower standard workload estimate. | Open model Compare |
| Ling-3.0-flash (free) | inclusionAI | $0 | 262.14K | Same provider with a lower standard workload estimate. | Open model Compare |
| Ling-2.6-flash | inclusionAI | $0.03 | 262.14K | Same provider with a lower standard workload estimate. | Open model Compare |
Larger-context upgrades near this budget
Models with more context that stay within a close sample-cost band when price data is available.
| Model | Provider | Sample Cost | Context | Why it is here | Next Step |
|---|---|---|---|---|---|
| New🔥GLM 5.3 Flash | Z.ai | $0.2 | 1.31M | More context while staying near this model's sample-cost band. | Open model Compare |
| 🔥DeepSeek V4 Flash 0731 | DeepSeek | $0.15 | 1.31M | More context while staying near this model's sample-cost band. | Open model Compare |
| NewGLM Flash Latest | Z.ai | $0.2 | 1.31M | More context while staying near this model's sample-cost band. | Open model Compare |
| DeepSeek V4 Flash Latest | deepseek | $0.13 | 1.31M | More context while staying near this model's sample-cost band. | Open model Compare |
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...
Ling 3.0 Flash Fin is best suited for cost-sensitive production traffic.
A 1M input token plus 500K output token workload is estimated at $0.15.
Decision Shortcuts
Compare this model
Search head-to-head pages that include Ling 3.0 Flash Fin and review input price, output price, context, and sample workload cost.
Find comparisonsinclusionAI catalog
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Open provider hubCheaper alternatives
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|---|---|---|
| No high-interest comparison is currently available for this model. | ||
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