API cost decision in 10 seconds

MiMo-V2-Pro vs Palmyra X5

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

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

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

On the standard 1M input plus 500K output workload, MiMo-V2-Pro is estimated at $2.5 vs $3.6 for Palmyra X5, saving $1.1 (30.6% lower).

Cost-first pickMiMo-V2-Pro
Context-first pickMiMo-V2-Pro
Sample savings$1.130.6%
10x traffic gap$11

MiMo-V2-Pro is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $11. 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 Palmyra X5, balanced workload favors MiMo-V2-Pro, and output-heavy chatbot favors MiMo-V2-Pro.

Workload shapeToken mixBetter pickMiMo-V2-ProPalmyra X5
Input-heavy / RAG5M input + 500K outputPalmyra X5$6.5$6
Balanced workload1M input + 1M outputMiMo-V2-Pro$4$6.6
Output-heavy chatbot1M input + 5M outputMiMo-V2-Pro$16$30.6
Cheaper input Palmyra X5 $1 vs $0.6 / 1M

Palmyra X5 is $0.4 cheaper per 1M input tokens (40% lower; 1.67x difference).

Cheaper output MiMo-V2-Pro $3 vs $6 / 1M

MiMo-V2-Pro is $3 cheaper per 1M output tokens (50% lower; 2x difference).

Larger context MiMo-V2-Pro 1.05M vs 1.04M

MiMo-V2-Pro has 8.58K more context (1.01x larger).

Sample workload MiMo-V2-Pro $2.5 vs $3.6

MiMo-V2-Pro is $1.1 cheaper on the standard workload (30.6% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
MiMo-V2-Pro Calculating… Estimated API cost
Palmyra X5 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

Palmyra X5 has the lower input price; MiMo-V2-Pro has the lower output price; MiMo-V2-Pro offers the larger context window. For the 1M input plus 500K output sample, MiMo-V2-Pro is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $2.5 for MiMo-V2-Pro and $3.6 for Palmyra X5.

Best Fit

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

Choose Palmyra X5 when you care most about lower input-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, MiMo-V2-Pro is estimated at $2.5 vs $3.6 for Palmyra X5, saving $1.1 (30.6% lower).
  • MiMo-V2-Pro is $1.1 cheaper on the standard workload (30.6% lower).
  • Palmyra X5 is $0.4 cheaper per 1M input tokens (40% lower; 1.67x difference).
  • MiMo-V2-Pro is $3 cheaper per 1M output tokens (50% lower; 2x difference).
  • MiMo-V2-Pro has 8.58K more context (1.01x larger).
Head-to-Head Specs
FeatureMiMo-V2-Pro
(Xiaomi)
Palmyra X5
(Writer)
Input Price
prompt tokens per 1M
$1$0.6
Completion Price
per 1M tokens
$3$6
Sample Workload Cost
1M input + 500K output
$2.5$3.6
Context Window1.05M1.04M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMiMo-V2-ProOn the standard 1M input plus 500K output workload, MiMo-V2-Pro is estimated at $2.5 vs $3.6 for Palmyra X5, saving $1.1 (30.6% lower).
High-volume input processingPalmyra X5Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMiMo-V2-ProLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workMiMo-V2-ProA 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-Pro when lower sample workload cost matters most: $0.25.
  • MiMo-V2.5 can replace MiMo-V2-Pro when lower sample workload cost matters most: $1.4.
  • MiMo-V2-Omni can replace MiMo-V2-Pro when lower sample workload cost matters most: $1.4.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.
Popular competitors
  • No popular competitor is currently available.

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.

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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.

Open Xiaomi models

Writer catalog

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

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MiMo-V2-Pro

MiMo-V2-Pro is Xiaomi's flagship foundation model, featuring over 1T total parameters and a 1M context length, deeply optimized for agentic scenarios. It is highly adaptable to general agent frameworks like...

Palmyra X5

Palmyra X5 is Writer's most advanced model, purpose-built for building and scaling AI agents across the enterprise. It delivers industry-leading speed and efficiency on context windows up to 1 million...