API cost decision in 10 seconds

NewMiMo-V2.6-Pro-UltraSpeed vs GPT-6 Astra

Pick MiMo-V2.6-Pro-UltraSpeed for lower cost; pick GPT-6 Astra 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 MiMo-V2.6-Pro-UltraSpeed for lower cost; pick GPT-6 Astra only if the larger context window matters more.

On the standard 1M input plus 500K output workload, MiMo-V2.6-Pro-UltraSpeed is estimated at $8.7 vs $35 for GPT-6 Astra, saving $26.3 (75.1% lower).

Cost-first pickMiMo-V2.6-Pro-UltraSpeed
Context-first pickGPT-6 Astra
Sample savings$26.375.1%
10x traffic gap$263

GPT-6 Astra has more context, but MiMo-V2.6-Pro-UltraSpeed saves $26.3 on the standard workload. At 10x that traffic, the same price gap is about $263. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

MiMo-V2.6-Pro-UltraSpeed stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickMiMo-V2.6-Pro-UltraSpeedGPT-6 Astra
Input-heavy / RAG5M input + 500K outputMiMo-V2.6-Pro-UltraSpeed$26.1$75
Balanced workload1M input + 1M outputMiMo-V2.6-Pro-UltraSpeed$13.05$60
Output-heavy chatbot1M input + 5M outputMiMo-V2.6-Pro-UltraSpeed$47.85$260
Cheaper input MiMo-V2.6-Pro-UltraSpeed $4.35 vs $10 / 1M

MiMo-V2.6-Pro-UltraSpeed is $5.65 cheaper per 1M input tokens (56.5% lower; 2.3x difference).

Cheaper output MiMo-V2.6-Pro-UltraSpeed $8.7 vs $50 / 1M

MiMo-V2.6-Pro-UltraSpeed is $41.3 cheaper per 1M output tokens (82.6% lower; 5.75x difference).

Larger context GPT-6 Astra 1.05M vs 1.05M

GPT-6 Astra has 1.42K more context (1x larger).

Sample workload MiMo-V2.6-Pro-UltraSpeed $8.7 vs $35

MiMo-V2.6-Pro-UltraSpeed is $26.3 cheaper on the standard workload (75.1% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
MiMo-V2.6-Pro-UltraSpeed Calculating… Estimated API cost
GPT-6 Astra 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

MiMo-V2.6-Pro-UltraSpeed has the lower input price; MiMo-V2.6-Pro-UltraSpeed has the lower output price; GPT-6 Astra 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 $8.7 for MiMo-V2.6-Pro-UltraSpeed and $35 for GPT-6 Astra.

Best Fit

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

Choose GPT-6 Astra when you care most about 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 $35 for GPT-6 Astra, saving $26.3 (75.1% lower).
  • MiMo-V2.6-Pro-UltraSpeed is $26.3 cheaper on the standard workload (75.1% lower).
  • MiMo-V2.6-Pro-UltraSpeed is $5.65 cheaper per 1M input tokens (56.5% lower; 2.3x difference).
  • MiMo-V2.6-Pro-UltraSpeed is $41.3 cheaper per 1M output tokens (82.6% lower; 5.75x difference).
  • GPT-6 Astra has 1.42K more context (1x larger).
Head-to-Head Specs
FeatureNewMiMo-V2.6-Pro-UltraSpeed
(Xiaomi)
GPT-6 Astra
(OpenAI)
Input Price
prompt tokens per 1M
$4.35$10
Completion Price
per 1M tokens
$8.7$50
Sample Workload Cost
1M input + 500K output
$8.7$35
Context Window1.05M1.05M
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 $35 for GPT-6 Astra, saving $26.3 (75.1% lower).
High-volume input processingMiMo-V2.6-Pro-UltraSpeedLower 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 workGPT-6 AstraA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • MiMo-V2-Flash can replace MiMo-V2.6-Pro-UltraSpeed when lower sample workload cost matters most: $0.25.
  • MiMo-V2.5 can replace MiMo-V2.6-Pro-UltraSpeed when lower sample workload cost matters most: $0.28.
  • MiMo-V2.6-Flash 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.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

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Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

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

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Xiaomi catalog

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

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OpenAI catalog

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

Open OpenAI models
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...

GPT-6 Astra

GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creation, with particular strengths in long-horizon...