Summarize is $4.31 cheaper per 1M input tokens (99.1% lower; 108.7x difference).
API cost decision in 10 seconds
NewSummarize vs MiMo-V2.6-Pro-UltraSpeed
Pick Summarize for lower cost; pick MiMo-V2.6-Pro-UltraSpeed only if the larger context window matters more.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Summarize for lower cost; pick MiMo-V2.6-Pro-UltraSpeed only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Summarize is estimated at $0.04 vs $8.7 for MiMo-V2.6-Pro-UltraSpeed, saving $8.66 (99.5% lower).
Cost-first pickSummarize
Context-first pickMiMo-V2.6-Pro-UltraSpeed
Sample savings$8.6699.5%
10x traffic gap$86.6
MiMo-V2.6-Pro-UltraSpeed has more context, but Summarize saves $8.66 on the standard workload. At 10x that traffic, the same price gap is about $86.6. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Summarize stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Summarize | MiMo-V2.6-Pro-UltraSpeed |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Summarize | $0.2 | $26.1 |
| Balanced workload | 1M input + 1M output | Summarize | $0.04 | $13.05 |
| Output-heavy chatbot | 1M input + 5M output | Summarize | $0.04 | $47.85 |
Summarize is free for output tokens while MiMo-V2.6-Pro-UltraSpeed costs $8.7 per 1M tokens.
MiMo-V2.6-Pro-UltraSpeed has 48.58K more context (1.05x larger).
Summarize is $8.66 cheaper on the standard workload (99.5% lower).
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
Summarize has the lower input price; Summarize has the lower output price; MiMo-V2.6-Pro-UltraSpeed offers the larger context window. For the 1M input plus 500K output sample, Summarize is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.04 for Summarize and $8.7 for MiMo-V2.6-Pro-UltraSpeed.
Choose Summarize when you care most about lower input-token price, and lower output-token price.
Choose MiMo-V2.6-Pro-UltraSpeed when you care most about larger context window.
- On the standard 1M input plus 500K output workload, Summarize is estimated at $0.04 vs $8.7 for MiMo-V2.6-Pro-UltraSpeed, saving $8.66 (99.5% lower).
- Summarize is $8.66 cheaper on the standard workload (99.5% lower).
- Summarize is $4.31 cheaper per 1M input tokens (99.1% lower; 108.7x difference).
- Summarize is free for output tokens while MiMo-V2.6-Pro-UltraSpeed costs $8.7 per 1M tokens.
- MiMo-V2.6-Pro-UltraSpeed has 48.58K more context (1.05x larger).
| Feature | NewSummarize (ScaleDown) | MiMo-V2.6-Pro-UltraSpeed (Xiaomi) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.04 | $4.35 |
| Completion Price per 1M tokens | $0 | $8.7 |
| Sample Workload Cost 1M input + 500K output | $0.04 | $8.7 |
| Context Window | 1M | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Summarize | On the standard 1M input plus 500K output workload, Summarize is estimated at $0.04 vs $8.7 for MiMo-V2.6-Pro-UltraSpeed, saving $8.66 (99.5% lower). |
| High-volume input processing | Summarize | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Summarize | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | MiMo-V2.6-Pro-UltraSpeed | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- MiMo-V2-Flash can replace MiMo-V2.6-Pro-UltraSpeed when lower sample workload cost matters most: $0.25.
- MiMo-V2.6-Flash can replace MiMo-V2.6-Pro-UltraSpeed when lower sample workload cost matters most: $0.28.
- MiMo-V2.5 can replace MiMo-V2.6-Pro-UltraSpeed when lower sample workload cost matters most: $0.28.
- MiMo-V2.6-Pro can replace MiMo-V2.6-Pro-UltraSpeed when lower sample workload cost matters most: $0.87.
- Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- Llama 4 Scout offers 1.31M context with $0.47 sample workload cost.
- MiMo-V2.6-Flash offers 1.05M context with $0.28 sample workload cost.
- DeepSeek V4.1 Flash · DeepSeek · #1
- Step 5 Preview · StepFun · #2
- GLM 5.3 Flash · Z.ai · #3
- MiMo-V2.6-Flash · Xiaomi · #4
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