| Provider | inclusionAI |
|---|---|
| Model ID | inclusionai/ling-3.0-flash-sante |
| Prompt Price per 1M tokens | $0.042 |
| Completion Price per 1M tokens | $0.1232 |
| Sample Workload Cost 1M input + 500K output | $0.1 |
| Context Window | 262.14K |
| Release Date |
Ling 3.0 Flash Sante
inclusionAI API model specs with normalized input price, output price, context window, sample workload cost, and related comparisons.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget brief
Ling 3.0 Flash Sante is estimated at $0.1 for the standard workload.
Ling 3.0 Flash Sante is best suited for cost-sensitive production traffic. A 1M input token plus 500K output token workload is estimated at $0.1.
Input price$0.042per 1M tokens
Output price$0.1232per 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 Sante. 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 |
|---|---|---|---|---|---|
| 🔥Nemotron 3 Ultra (free) | NVIDIA | $0 | 1M | Lower standard workload estimate from another provider. | Open model Compare |
| NewApodex 1.1 Mini (free) | Apodex | $0 | 262.14K | Lower standard workload estimate from another provider. | Open model Compare |
| Space Bunny Alpha | stealth | $0 | 1M | Lower standard workload estimate from another provider. | Open model Compare |
| Union Alpha | stealth | $0 | 262.14K | 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 |
|---|---|---|---|---|---|
| Ling 3.0 Flash VL (free) | inclusionAI | $0 | 262.14K | Same provider with a lower standard workload estimate. | Open model Compare |
| Ling 3.0 Flash Sante (free) | inclusionAI | $0 | 262.14K | Same provider with a lower standard workload estimate. | Open model Compare |
| Ling 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 |
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 |
|---|---|---|---|---|---|
| Owl Alpha | OpenRouter | $0 | 1.05M | More context while staying near this model's sample-cost band. | Open model Compare |
| Ox Alpha | stealth | $0 | 1.05M | More context while staying near this model's sample-cost band. | Open model Compare |
| DeepSeek V4 Flash 0731 (free) | DeepSeek | $0 | 1.05M | More context while staying near this model's sample-cost band. | Open model Compare |
| Inkling Small (free) | Thinking Machines | $0 | 1.05M | More context while staying near this model's sample-cost band. | Open model Compare |
Ling 3.0 Flash Sante is a health and medicine-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...
Ling 3.0 Flash Sante is best suited for cost-sensitive production traffic.
A 1M input token plus 500K output token workload is estimated at $0.1.
Decision Shortcuts
Compare this model
Search head-to-head pages that include Ling 3.0 Flash Sante and review input price, output price, context, and sample workload cost.
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|---|---|---|
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