API cost decision in 10 seconds

NewQwen3.8 Max Prime vs NewMiMo-V2.6-Pro-UltraSpeed

Pick MiMo-V2.6-Pro-UltraSpeed when budget and context both matter.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick MiMo-V2.6-Pro-UltraSpeed when budget and context both matter.

On the standard 1M input plus 500K output workload, MiMo-V2.6-Pro-UltraSpeed is estimated at $8.7 vs $10 for Qwen3.8 Max Prime, saving $1.3 (13% lower).

Cost-first pickMiMo-V2.6-Pro-UltraSpeed
Context-first pickMiMo-V2.6-Pro-UltraSpeed
Sample savings$1.313%
10x traffic gap$13

MiMo-V2.6-Pro-UltraSpeed is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $13. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors Qwen3.8 Max Prime, balanced workload favors MiMo-V2.6-Pro-UltraSpeed, and output-heavy chatbot favors MiMo-V2.6-Pro-UltraSpeed.

Workload shapeToken mixBetter pickQwen3.8 Max PrimeMiMo-V2.6-Pro-UltraSpeed
Input-heavy / RAG5M input + 500K outputQwen3.8 Max Prime$26$26.1
Balanced workload1M input + 1M outputMiMo-V2.6-Pro-UltraSpeed$16$13.05
Output-heavy chatbot1M input + 5M outputMiMo-V2.6-Pro-UltraSpeed$64$47.85
Cheaper input Qwen3.8 Max Prime $4 vs $4.35 / 1M

Qwen3.8 Max Prime is $0.35 cheaper per 1M input tokens (8% lower; 1.09x difference).

Cheaper output MiMo-V2.6-Pro-UltraSpeed $12 vs $8.7 / 1M

MiMo-V2.6-Pro-UltraSpeed is $3.3 cheaper per 1M output tokens (27.5% lower; 1.38x difference).

Larger context MiMo-V2.6-Pro-UltraSpeed 1M vs 1.05M

MiMo-V2.6-Pro-UltraSpeed has 48.58K more context (1.05x larger).

Sample workload MiMo-V2.6-Pro-UltraSpeed $10 vs $8.7

MiMo-V2.6-Pro-UltraSpeed is $1.3 cheaper on the standard workload (13% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Qwen3.8 Max Prime Calculating… Estimated API cost
MiMo-V2.6-Pro-UltraSpeed 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

Qwen3.8 Max Prime has the lower input price; MiMo-V2.6-Pro-UltraSpeed has the lower output price; MiMo-V2.6-Pro-UltraSpeed offers the larger context window. For the 1M input plus 500K output sample, MiMo-V2.6-Pro-UltraSpeed 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 $8.7 for MiMo-V2.6-Pro-UltraSpeed.

Best Fit

Choose Qwen3.8 Max Prime when you care most about lower input-token price.

Choose MiMo-V2.6-Pro-UltraSpeed when you care most about lower output-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, MiMo-V2.6-Pro-UltraSpeed is estimated at $8.7 vs $10 for Qwen3.8 Max Prime, saving $1.3 (13% lower).
  • MiMo-V2.6-Pro-UltraSpeed is $1.3 cheaper on the standard workload (13% lower).
  • Qwen3.8 Max Prime is $0.35 cheaper per 1M input tokens (8% lower; 1.09x difference).
  • MiMo-V2.6-Pro-UltraSpeed is $3.3 cheaper per 1M output tokens (27.5% lower; 1.38x difference).
  • MiMo-V2.6-Pro-UltraSpeed has 48.58K more context (1.05x larger).
Head-to-Head Specs
FeatureNewQwen3.8 Max Prime
(Qwen)
NewMiMo-V2.6-Pro-UltraSpeed
(Xiaomi)
Input Price
prompt tokens per 1M
$4$4.35
Completion Price
per 1M tokens
$12$8.7
Sample Workload Cost
1M input + 500K output
$10$8.7
Context Window1M1.05M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMiMo-V2.6-Pro-UltraSpeedOn the standard 1M input plus 500K output workload, MiMo-V2.6-Pro-UltraSpeed is estimated at $8.7 vs $10 for Qwen3.8 Max Prime, saving $1.3 (13% lower).
High-volume input processingQwen3.8 Max PrimeLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMiMo-V2.6-Pro-UltraSpeedLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workMiMo-V2.6-Pro-UltraSpeedA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

Qwen catalog

Review all tracked Qwen models before deciding whether this matchup is the right shortlist.

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Xiaomi catalog

Check other Xiaomi models with comparable pricing, context, or release timing.

Open Xiaomi models
Qwen3.8 Max Prime

Qwen3.8 Max Prime is a higher-throughput variant of Qwen3.8 Max from Alibaba's Qwen team, served as a separate SKU at a higher price point. It accepts text, image, and video...

MiMo-V2.6-Pro-UltraSpeed

MiMo-V2.6-Pro-UltraSpeed is the fast speed edition of Xiaomi's flagship foundation model, MiMo-V2.6-Pro. Built from the same 1T MiMo-V2.6-Pro checkpoint, it matches the original model in quality while delivering roughly 10x...