API cost decision in 10 seconds

NewMoonshotAI Kimi Latest vs Ministral 3 8B 2512

Pick Ministral 3 8B 2512 when budget is the priority.

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

Budget verdict

Pick Ministral 3 8B 2512 when budget is the priority.

On the standard 1M input plus 500K output workload, Ministral 3 8B 2512 is estimated at $0.22 vs $2.48 for MoonshotAI Kimi Latest, saving $2.25 (90.9% lower).

Cost-first pickMinistral 3 8B 2512
Context-first pickBoth models
Sample savings$2.2590.9%
10x traffic gap$22.5

The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $22.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Ministral 3 8B 2512 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickMoonshotAI Kimi LatestMinistral 3 8B 2512
Input-heavy / RAG5M input + 500K outputMinistral 3 8B 2512$5.39$0.82
Balanced workload1M input + 1M outputMinistral 3 8B 2512$4.22$0.3
Output-heavy chatbot1M input + 5M outputMinistral 3 8B 2512$18.18$0.9
Cheaper input Ministral 3 8B 2512 $0.73 vs $0.15 / 1M

Ministral 3 8B 2512 is $0.58 cheaper per 1M input tokens (79.5% lower; 4.87x difference).

Cheaper output Ministral 3 8B 2512 $3.49 vs $0.15 / 1M

Ministral 3 8B 2512 is $3.34 cheaper per 1M output tokens (95.7% lower; 23.3x difference).

Larger context Tie 262.14K vs 262.14K

Both models report the same context window at 262.14K tokens.

Sample workload Ministral 3 8B 2512 $2.48 vs $0.22

Ministral 3 8B 2512 is $2.25 cheaper on the standard workload (90.9% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
MoonshotAI Kimi Latest Calculating… Estimated API cost
Ministral 3 8B 2512 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

Ministral 3 8B 2512 has the lower input price; Ministral 3 8B 2512 has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, Ministral 3 8B 2512 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 $0.22 for Ministral 3 8B 2512.

Best Fit

Choose MoonshotAI Kimi Latest when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Choose Ministral 3 8B 2512 when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Ministral 3 8B 2512 is estimated at $0.22 vs $2.48 for MoonshotAI Kimi Latest, saving $2.25 (90.9% lower).
  • Ministral 3 8B 2512 is $2.25 cheaper on the standard workload (90.9% lower).
  • Ministral 3 8B 2512 is $0.58 cheaper per 1M input tokens (79.5% lower; 4.87x difference).
  • Ministral 3 8B 2512 is $3.34 cheaper per 1M output tokens (95.7% lower; 23.3x difference).
  • Both models report the same context window at 262.14K tokens.
Head-to-Head Specs
FeatureNewMoonshotAI Kimi Latest
(MoonshotAI)		Ministral 3 8B 2512
(Mistral)
Input Price
prompt tokens per 1M		$0.73$0.15
Completion Price
per 1M tokens		$3.49$0.15
Sample Workload Cost
1M input + 500K output		$2.48$0.22
Context Window262.14K262.14K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMinistral 3 8B 2512On the standard 1M input plus 500K output workload, Ministral 3 8B 2512 is estimated at $0.22 vs $2.48 for MoonshotAI Kimi Latest, saving $2.25 (90.9% lower).
High-volume input processingMinistral 3 8B 2512Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMinistral 3 8B 2512Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workTieA 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
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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Mistral catalog

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MoonshotAI Kimi Latest

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

Ministral 3 8B 2512

A balanced model in the Ministral 3 family, Ministral 3 8B is a powerful, efficient tiny language model with vision capabilities.