Aion 3.5 Mini is $0.55 cheaper per 1M input tokens (44% lower; 1.79x difference).
API cost decision in 10 seconds
NewAion 3.5 Mini vs Muse Spark 1.1
Pick Aion 3.5 Mini for lower cost; pick Muse Spark 1.1 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 Aion 3.5 Mini for lower cost; pick Muse Spark 1.1 only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Aion 3.5 Mini is estimated at $1.4 vs $3.38 for Muse Spark 1.1, saving $1.98 (58.5% lower).
Cost-first pickAion 3.5 Mini
Context-first pickMuse Spark 1.1
Sample savings$1.9858.5%
10x traffic gap$19.75
Muse Spark 1.1 has more context, but Aion 3.5 Mini saves $1.98 on the standard workload. At 10x that traffic, the same price gap is about $19.75. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Aion 3.5 Mini stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Aion 3.5 Mini | Muse Spark 1.1 |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Aion 3.5 Mini | $4.2 | $8.38 |
| Balanced workload | 1M input + 1M output | Aion 3.5 Mini | $2.1 | $5.5 |
| Output-heavy chatbot | 1M input + 5M output | Aion 3.5 Mini | $7.7 | $22.5 |
Aion 3.5 Mini is $2.85 cheaper per 1M output tokens (67.1% lower; 3.04x difference).
Muse Spark 1.1 has 786.43K more context (4x larger).
Aion 3.5 Mini is $1.98 cheaper on the standard workload (58.5% 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
Aion 3.5 Mini has the lower input price; Aion 3.5 Mini has the lower output price; Muse Spark 1.1 offers the larger context window. For the 1M input plus 500K output sample, Aion 3.5 Mini is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $1.4 for Aion 3.5 Mini and $3.38 for Muse Spark 1.1.
Choose Aion 3.5 Mini when you care most about lower input-token price, and lower output-token price.
Choose Muse Spark 1.1 when you care most about larger context window.
- On the standard 1M input plus 500K output workload, Aion 3.5 Mini is estimated at $1.4 vs $3.38 for Muse Spark 1.1, saving $1.98 (58.5% lower).
- Aion 3.5 Mini is $1.98 cheaper on the standard workload (58.5% lower).
- Aion 3.5 Mini is $0.55 cheaper per 1M input tokens (44% lower; 1.79x difference).
- Aion 3.5 Mini is $2.85 cheaper per 1M output tokens (67.1% lower; 3.04x difference).
- Muse Spark 1.1 has 786.43K more context (4x larger).
| Feature | NewAion 3.5 Mini (AionLabs) | Muse Spark 1.1 (Meta) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.7 | $1.25 |
| Completion Price per 1M tokens | $1.4 | $4.25 |
| Sample Workload Cost 1M input + 500K output | $1.4 | $3.38 |
| Context Window | 262.14K | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Aion 3.5 Mini | On the standard 1M input plus 500K output workload, Aion 3.5 Mini is estimated at $1.4 vs $3.38 for Muse Spark 1.1, saving $1.98 (58.5% lower). |
| High-volume input processing | Aion 3.5 Mini | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Aion 3.5 Mini | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Muse Spark 1.1 | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Llama 3.3 70B Instruct (free) can replace Muse Spark 1.1 when lower sample workload cost matters most: $0.
- Llama 3.2 3B Instruct (free) can replace Muse Spark 1.1 when lower sample workload cost matters most: $0.
- Llama 3.1 8B Instruct can replace Muse Spark 1.1 when lower sample workload cost matters most: $0.09.
- Llama 3.2 1B Instruct can replace Muse Spark 1.1 when lower sample workload cost matters most: $0.13.
- 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.
- GLM 5.3 Flash offers 1.31M context with $0.4 sample workload cost.
- DeepSeek V4 Flash 0731 offers 1.31M context with $0.36 sample workload cost.
- MiMo-V2.6-Pro · Xiaomi · #1
- GLM 5.3 Flash · Z.ai · #2
- DeepSeek V4.1 Flash · DeepSeek · #3
- Hy4 preview · Tencent · #4
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