API cost decision in 10 seconds

NewMoonshotAI Kimi Latest vs Nano Banana Pro (Gemini 3 Pro Image Preview)

Pick MoonshotAI Kimi Latest 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 MoonshotAI Kimi Latest when budget and context both matter.

On the standard 1M input plus 500K output workload, MoonshotAI Kimi Latest is estimated at $2.48 vs $8 for Nano Banana Pro (Gemini 3 Pro Image Preview), saving $5.53 (69.1% lower).

Cost-first pickMoonshotAI Kimi Latest
Context-first pickMoonshotAI Kimi Latest
Sample savings$5.5369.1%
10x traffic gap$55.25

MoonshotAI Kimi Latest is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $55.25. 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 LatestNano Banana Pro (Gemini 3 Pro Image Preview)
Input-heavy / RAG5M input + 500K outputMoonshotAI Kimi Latest$5.39$16
Balanced workload1M input + 1M outputMoonshotAI Kimi Latest$4.22$14
Output-heavy chatbot1M input + 5M outputMoonshotAI Kimi Latest$18.18$62
Cheaper input MoonshotAI Kimi Latest $0.73 vs $2 / 1M

MoonshotAI Kimi Latest is $1.27 cheaper per 1M input tokens (63.5% lower; 2.74x difference).

Cheaper output MoonshotAI Kimi Latest $3.49 vs $12 / 1M

MoonshotAI Kimi Latest is $8.51 cheaper per 1M output tokens (70.9% lower; 3.44x difference).

Larger context MoonshotAI Kimi Latest 262.14K vs 65.54K

MoonshotAI Kimi Latest has 196.61K more context (4x larger).

Sample workload MoonshotAI Kimi Latest $2.48 vs $8

MoonshotAI Kimi Latest is $5.53 cheaper on the standard workload (69.1% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
MoonshotAI Kimi Latest Calculating… Estimated API cost
Nano Banana Pro (Gemini 3 Pro Image Preview) 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; MoonshotAI Kimi Latest has the lower output price; MoonshotAI Kimi Latest 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 $8 for Nano Banana Pro (Gemini 3 Pro Image Preview).

Best Fit

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

Choose Nano Banana Pro (Gemini 3 Pro Image Preview) when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, MoonshotAI Kimi Latest is estimated at $2.48 vs $8 for Nano Banana Pro (Gemini 3 Pro Image Preview), saving $5.53 (69.1% lower).
  • MoonshotAI Kimi Latest is $5.53 cheaper on the standard workload (69.1% lower).
  • MoonshotAI Kimi Latest is $1.27 cheaper per 1M input tokens (63.5% lower; 2.74x difference).
  • MoonshotAI Kimi Latest is $8.51 cheaper per 1M output tokens (70.9% lower; 3.44x difference).
  • MoonshotAI Kimi Latest has 196.61K more context (4x larger).
Head-to-Head Specs
FeatureNewMoonshotAI Kimi Latest
(MoonshotAI)
Nano Banana Pro (Gemini 3 Pro Image Preview)
(Google)
Input Price
prompt tokens per 1M
$0.73$2
Completion Price
per 1M tokens
$3.49$12
Sample Workload Cost
1M input + 500K output
$2.48$8
Context Window262.14K65.54K
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 $8 for Nano Banana Pro (Gemini 3 Pro Image Preview), saving $5.53 (69.1% lower).
High-volume input processingMoonshotAI Kimi LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMoonshotAI Kimi LatestLower 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
  • 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.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 Multi-Agent offers 2M context with $5 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 sample workload cost.
  • GPT-5.4 offers 1.05M context with $10 sample workload cost.
Popular competitors
  • No popular competitor is currently available.

Cheaper alternatives

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Provider catalogs

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MoonshotAI catalog

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Google catalog

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MoonshotAI Kimi Latest

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

Nano Banana Pro (Gemini 3 Pro Image Preview)

Nano Banana Pro is Google’s most advanced image-generation and editing model, built on Gemini 3 Pro. It extends the original Nano Banana with significantly improved multimodal reasoning, real-world grounding, and...