API cost decision in 10 seconds

NewQwen3.8 Max Prime vs NewAion 3.5 Mini

Pick Aion 3.5 Mini for lower cost; pick Qwen3.8 Max Prime only if the larger context window matters more.

Page updated:  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 Qwen3.8 Max Prime 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 $10 for Qwen3.8 Max Prime, saving $8.6 (86% lower).

Cost-first pickAion 3.5 Mini
Context-first pickQwen3.8 Max Prime
Sample savings$8.686%
10x traffic gap$86

Qwen3.8 Max Prime has more context, but Aion 3.5 Mini saves $8.6 on the standard workload. At 10x that traffic, the same price gap is about $86. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Aion 3.5 Mini stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickQwen3.8 Max PrimeAion 3.5 Mini
Input-heavy / RAG5M input + 500K outputAion 3.5 Mini$26$4.2
Balanced workload1M input + 1M outputAion 3.5 Mini$16$2.1
Output-heavy chatbot1M input + 5M outputAion 3.5 Mini$64$7.7
Cheaper input Aion 3.5 Mini $4 vs $0.7 / 1M

Aion 3.5 Mini is $3.3 cheaper per 1M input tokens (82.5% lower; 5.71x difference).

Cheaper output Aion 3.5 Mini $12 vs $1.4 / 1M

Aion 3.5 Mini is $10.6 cheaper per 1M output tokens (88.3% lower; 8.57x difference).

Larger context Qwen3.8 Max Prime 1M vs 262.14K

Qwen3.8 Max Prime has 737.86K more context (3.81x larger).

Sample workload Aion 3.5 Mini $10 vs $1.4

Aion 3.5 Mini is $8.6 cheaper on the standard workload (86% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Qwen3.8 Max Prime Calculating… Estimated API cost
Aion 3.5 Mini Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

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

Verdict

Aion 3.5 Mini has the lower input price; Aion 3.5 Mini has the lower output price; Qwen3.8 Max Prime 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 $10 for Qwen3.8 Max Prime and $1.4 for Aion 3.5 Mini.

Best Fit

Choose Qwen3.8 Max Prime when you care most about larger context window.

Choose Aion 3.5 Mini when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Aion 3.5 Mini is estimated at $1.4 vs $10 for Qwen3.8 Max Prime, saving $8.6 (86% lower).
  • Aion 3.5 Mini is $8.6 cheaper on the standard workload (86% lower).
  • Aion 3.5 Mini is $3.3 cheaper per 1M input tokens (82.5% lower; 5.71x difference).
  • Aion 3.5 Mini is $10.6 cheaper per 1M output tokens (88.3% lower; 8.57x difference).
  • Qwen3.8 Max Prime has 737.86K more context (3.81x larger).
Head-to-Head Specs
FeatureNewQwen3.8 Max Prime
(Qwen)
NewAion 3.5 Mini
(AionLabs)
Input Price
prompt tokens per 1M
$4$0.7
Completion Price
per 1M tokens
$12$1.4
Sample Workload Cost
1M input + 500K output
$10$1.4
Context Window1M262.14K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionAion 3.5 MiniOn the standard 1M input plus 500K output workload, Aion 3.5 Mini is estimated at $1.4 vs $10 for Qwen3.8 Max Prime, saving $8.6 (86% lower).
High-volume input processingAion 3.5 MiniLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsAion 3.5 MiniLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workQwen3.8 Max PrimeA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

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Provider catalogs

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Qwen catalog

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AionLabs catalog

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