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Mistral AI

Ministral 3 8B

VS
Moonshot AI (Kimi)

Kimi K2.7 Code

✍️ Analysis by:the whichllmmodel Editorial Team|📅 Updated: June 2026

Decision Recommendation

⚖️ Editorial Verdict: In our analysis, Kimi K2.7 Code is the premium intelligence choice, scoring 58.6% higher on coding benchmarks. However, this accuracy premium comes with a cost overhead: Ministral 3 8B is 11.4x cheaper to run. If you are building high-volume, simple chatbots or processing massive amounts of text where budget is critical, Ministral 3 8B offers excellent cost savings. For agentic reasoning, code refactoring, or complex logical tasks, the accuracy premium of Kimi K2.7 Code fully justifies the cost.

Model Specs

Ministral 3 8B

Benchmarks & Scores

Coding (swe-bench-pro)
N/A
Reasoning (gpqa-diamond)
N/A

Cost & Performance

Cost (per 1M tokens)11.4x cheaper
$0.15Input: $0.15 | Output: $0.15
Context Window
262.14k tokens
Model Specs

Kimi K2.7 Code

Benchmarks & Scores

Coding (swe-bench-pro)Winner (+)
58.6%
Reasoning (gpqa-diamond)
N/A

Cost & Performance

Cost (per 1M tokens)
$1.71Input: $0.95 | Output: $4.00
Context Window
262.14k tokens

Frequently Asked Questions

Ministral 3 8B is cheaper than Kimi K2.7 Code. Ministral 3 8B has a blended cost of $0.15/1M tokens, which is about 11.4x cheaper than Kimi K2.7 Code at $1.71/1M tokens.

Kimi K2.7 Code is better for coding tasks. It scores 58.6% on coding evaluations (swe-bench-pro) compared to Ministral 3 8B which scores N/A.

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