API cost decision in 10 seconds

Aion-3.0 vs MoonshotAI Kimi Latest

Pick Aion-3.0 for lower cost; pick MoonshotAI Kimi Latest 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-3.0 for lower cost; pick MoonshotAI Kimi Latest only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Aion-3.0 is estimated at $6 vs $9.1 for MoonshotAI Kimi Latest, saving $3.1 (34.1% lower).

Cost-first pickAion-3.0
Context-first pickMoonshotAI Kimi Latest
Sample savings$3.134.1%
10x traffic gap$31

MoonshotAI Kimi Latest has more context, but Aion-3.0 saves $3.1 on the standard workload. At 10x that traffic, the same price gap is about $31. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Aion-3.0 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickAion-3.0MoonshotAI Kimi Latest
Input-heavy / RAG5M input + 500K outputAion-3.0$18$19.5
Balanced workload1M input + 1M outputAion-3.0$9$15.6
Output-heavy chatbot1M input + 5M outputAion-3.0$33$67.6
Cheaper input MoonshotAI Kimi Latest $3 vs $2.6 / 1M

MoonshotAI Kimi Latest is $0.4 cheaper per 1M input tokens (13.3% lower; 1.15x difference).

Cheaper output Aion-3.0 $6 vs $13 / 1M

Aion-3.0 is $7 cheaper per 1M output tokens (53.8% lower; 2.17x difference).

Larger context MoonshotAI Kimi Latest 131.07K vs 1.05M

MoonshotAI Kimi Latest has 917.5K more context (8x larger).

Sample workload Aion-3.0 $6 vs $9.1

Aion-3.0 is $3.1 cheaper on the standard workload (34.1% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Aion-3.0 Calculating… Estimated API cost
MoonshotAI Kimi Latest 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

MoonshotAI Kimi Latest has the lower input price; Aion-3.0 has the lower output price; MoonshotAI Kimi Latest offers the larger context window. For the 1M input plus 500K output sample, Aion-3.0 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $6 for Aion-3.0 and $9.1 for MoonshotAI Kimi Latest.

Best Fit

Choose Aion-3.0 when you care most about lower output-token price.

Choose MoonshotAI Kimi Latest when you care most about lower input-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Aion-3.0 is estimated at $6 vs $9.1 for MoonshotAI Kimi Latest, saving $3.1 (34.1% lower).
  • Aion-3.0 is $3.1 cheaper on the standard workload (34.1% lower).
  • MoonshotAI Kimi Latest is $0.4 cheaper per 1M input tokens (13.3% lower; 1.15x difference).
  • Aion-3.0 is $7 cheaper per 1M output tokens (53.8% lower; 2.17x difference).
  • MoonshotAI Kimi Latest has 917.5K more context (8x larger).
Head-to-Head Specs
FeatureAion-3.0
(AionLabs)
MoonshotAI Kimi Latest
(MoonshotAI)
Input Price
prompt tokens per 1M
$3$2.6
Completion Price
per 1M tokens
$6$13
Sample Workload Cost
1M input + 500K output
$6$9.1
Context Window131.07K1.05M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionAion-3.0On the standard 1M input plus 500K output workload, Aion-3.0 is estimated at $6 vs $9.1 for MoonshotAI Kimi Latest, saving $3.1 (34.1% lower).
High-volume input processingMoonshotAI Kimi LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsAion-3.0Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workMoonshotAI Kimi LatestA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Aion-3.0-Mini can replace Aion-3.0 when lower sample workload cost matters most: $1.4.
  • Aion-1.0-Mini can replace Aion-3.0 when lower sample workload cost matters most: $1.4.
  • Aion-2.0 can replace Aion-3.0 when lower sample workload cost matters most: $1.6.
  • Aion-RP 1.0 (8B) can replace Aion-3.0 when lower sample workload cost matters most: $1.6.

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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AionLabs catalog

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MoonshotAI catalog

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Aion-3.0

Aion-3.0 is a multi-model roleplaying and storytelling system from AionLabs, built on the GLM family of models. It uses a collaborative generation process in which multiple specialized models each contribute...

MoonshotAI Kimi Latest

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