API cost decision in 10 seconds

NewMoonshotAI Kimi Latest vs Palmyra X5

Pick MoonshotAI Kimi Latest for lower cost; pick Palmyra X5 only if the larger context window matters more.

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

Budget verdict

Pick MoonshotAI Kimi Latest for lower cost; pick Palmyra X5 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, MoonshotAI Kimi Latest is estimated at $2.48 vs $3.6 for Palmyra X5, saving $1.12 (31.2% lower).

Cost-first pickMoonshotAI Kimi Latest
Context-first pickPalmyra X5
Sample savings$1.1231.2%
10x traffic gap$11.25

Palmyra X5 has more context, but MoonshotAI Kimi Latest saves $1.12 on the standard workload. At 10x that traffic, the same price gap is about $11.25. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

MoonshotAI Kimi Latest stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickMoonshotAI Kimi LatestPalmyra X5
Input-heavy / RAG5M input + 500K outputMoonshotAI Kimi Latest$5.39$6
Balanced workload1M input + 1M outputMoonshotAI Kimi Latest$4.22$6.6
Output-heavy chatbot1M input + 5M outputMoonshotAI Kimi Latest$18.18$30.6
Cheaper input Palmyra X5 $0.73 vs $0.6 / 1M

Palmyra X5 is $0.13 cheaper per 1M input tokens (17.8% lower; 1.22x difference).

Cheaper output MoonshotAI Kimi Latest $3.49 vs $6 / 1M

MoonshotAI Kimi Latest is $2.51 cheaper per 1M output tokens (41.8% lower; 1.72x difference).

Larger context Palmyra X5 262.14K vs 1.04M

Palmyra X5 has 777.86K more context (3.97x larger).

Sample workload MoonshotAI Kimi Latest $2.48 vs $3.6

MoonshotAI Kimi Latest is $1.12 cheaper on the standard workload (31.2% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
MoonshotAI Kimi Latest 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; MoonshotAI Kimi Latest has the lower output price; Palmyra X5 offers the larger context window. For the 1M input plus 500K output sample, MoonshotAI Kimi Latest is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $2.48 for MoonshotAI Kimi Latest and $3.6 for Palmyra X5.

Best Fit

Choose MoonshotAI Kimi Latest when you care most about lower output-token price.

Choose Palmyra X5 when you care most about lower input-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, MoonshotAI Kimi Latest is estimated at $2.48 vs $3.6 for Palmyra X5, saving $1.12 (31.2% lower).
  • MoonshotAI Kimi Latest is $1.12 cheaper on the standard workload (31.2% lower).
  • Palmyra X5 is $0.13 cheaper per 1M input tokens (17.8% lower; 1.22x difference).
  • MoonshotAI Kimi Latest is $2.51 cheaper per 1M output tokens (41.8% lower; 1.72x difference).
  • Palmyra X5 has 777.86K more context (3.97x larger).
Head-to-Head Specs
FeatureNewMoonshotAI Kimi Latest
(MoonshotAI)
Palmyra X5
(Writer)
Input Price
prompt tokens per 1M
$0.73$0.6
Completion Price
per 1M tokens
$3.49$6
Sample Workload Cost
1M input + 500K output
$2.48$3.6
Context Window262.14K1.04M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMoonshotAI Kimi LatestOn the standard 1M input plus 500K output workload, MoonshotAI Kimi Latest is estimated at $2.48 vs $3.6 for Palmyra X5, saving $1.12 (31.2% lower).
High-volume input processingPalmyra X5Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMoonshotAI Kimi LatestLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workPalmyra X5A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Kimi K2.5 can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.35.
  • Kimi K2 0711 can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.72.
  • Kimi K2 Thinking can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.85.
  • Kimi K2 0905 can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.85.
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Popular competitors
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Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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MoonshotAI catalog

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Writer catalog

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MoonshotAI Kimi Latest

This model always redirects to the latest model in the MoonshotAI Kimi family.

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...