Ling 3.0 Flash Sante (free) is free for input tokens while Granite 4.2 8B costs $0.1 per 1M tokens.
API cost decision in 10 seconds
NewLing 3.0 Flash Sante (free) vs NewGranite 4.2 8B
Pick Ling 3.0 Flash Sante (free) when budget and context both matter.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Ling 3.0 Flash Sante (free) when budget and context both matter.
On the standard 1M input plus 500K output workload, Ling 3.0 Flash Sante (free) is estimated at $0 vs $0.17 for Granite 4.2 8B, saving $0.17 (100% lower).
Cost-first pickLing 3.0 Flash Sante (free)
Context-first pickLing 3.0 Flash Sante (free)
Sample savings$0.17100%
10x traffic gap$1.75
Ling 3.0 Flash Sante (free) is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $1.75. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Ling 3.0 Flash Sante (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Ling 3.0 Flash Sante (free) | Granite 4.2 8B |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Ling 3.0 Flash Sante (free) | $0 | $0.57 |
| Balanced workload | 1M input + 1M output | Ling 3.0 Flash Sante (free) | $0 | $0.25 |
| Output-heavy chatbot | 1M input + 5M output | Ling 3.0 Flash Sante (free) | $0 | $0.85 |
Ling 3.0 Flash Sante (free) is free for output tokens while Granite 4.2 8B costs $0.15 per 1M tokens.
Ling 3.0 Flash Sante (free) has 131.07K more context (2x larger).
Ling 3.0 Flash Sante (free) is free for the standard workload while the other model is estimated at $0.17.
Estimate your workload cost
Your Workload Cost
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.
Quick Decision
Ling 3.0 Flash Sante (free) has the lower input price; Ling 3.0 Flash Sante (free) has the lower output price; Ling 3.0 Flash Sante (free) offers the larger context window. For the 1M input plus 500K output sample, Ling 3.0 Flash Sante (free) is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0 for Ling 3.0 Flash Sante (free) and $0.17 for Granite 4.2 8B.
Choose Ling 3.0 Flash Sante (free) when you care most about lower input-token price, lower output-token price, and larger context window.
Choose Granite 4.2 8B when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
- On the standard 1M input plus 500K output workload, Ling 3.0 Flash Sante (free) is estimated at $0 vs $0.17 for Granite 4.2 8B, saving $0.17 (100% lower).
- Ling 3.0 Flash Sante (free) is free for the standard workload while the other model is estimated at $0.17.
- Ling 3.0 Flash Sante (free) is free for input tokens while Granite 4.2 8B costs $0.1 per 1M tokens.
- Ling 3.0 Flash Sante (free) is free for output tokens while Granite 4.2 8B costs $0.15 per 1M tokens.
- Ling 3.0 Flash Sante (free) has 131.07K more context (2x larger).
| Feature | NewLing 3.0 Flash Sante (free) (inclusionAI) | NewGranite 4.2 8B (IBM) |
|---|---|---|
| Input Price prompt tokens per 1M | $0 | $0.1 |
| Completion Price per 1M tokens | $0 | $0.15 |
| Sample Workload Cost 1M input + 500K output | $0 | $0.17 |
| Context Window | 262.14K | 131.07K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Ling 3.0 Flash Sante (free) | On the standard 1M input plus 500K output workload, Ling 3.0 Flash Sante (free) is estimated at $0 vs $0.17 for Granite 4.2 8B, saving $0.17 (100% lower). |
| High-volume input processing | Ling 3.0 Flash Sante (free) | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Ling 3.0 Flash Sante (free) | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Ling 3.0 Flash Sante (free) | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Granite 4.0 Micro can replace Granite 4.2 8B when lower sample workload cost matters most: $0.07.
- Granite 4.1 8B can replace Granite 4.2 8B when lower sample workload cost matters most: $0.1.
- GLM 5.3 Flash offers 1.31M context with $0.2 sample workload cost.
- DeepSeek V4 Flash 0731 offers 1.31M context with $0.15 sample workload cost.
- GLM Flash Latest offers 1.31M context with $0.2 sample workload cost.
- DeepSeek V4 Flash Latest offers 1.31M context with $0.1 sample workload cost.
- GLM 5.3 Flash · Z.ai · #1
- GPT-5.6 Luna · OpenAI · #2
- DeepSeek V4 Flash 0731 · DeepSeek · #3
- Hy4 preview · Tencent · #4
Cheaper alternatives
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Open cheapest modelsLarger context alternatives
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Open provider hubsinclusionAI catalog
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