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Kimi K2.7 Code vs o4 Mini High

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Kimi K2.7 Code and o4 Mini High.

Moonshot AI

Kimi K2.7 Code

MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts...

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OpenAI

o4 Mini High

OpenAI o4-mini-high is the same model as [o4-mini](/openai/o4-mini) with reasoning_effort set to high. OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining...

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Technical Specifications

SpecificationKimi K2.7 Codeo4 Mini High
ProviderMoonshot AIOpenAI
Context Window262,144 tokens200,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-06-122025-04-16

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.7 Code

$0.74

o4 Mini High

$1.10

Output Price per Million Tokens

Kimi K2.7 Code

$3.50

o4 Mini High

$4.40

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8500.0%vsN/A
Kimi K2.7 Code
o4 Mini High
HumanEvalPython coding & logic synthesis
9320.0%vsN/A
Kimi K2.7 Code
o4 Mini High
MATHComplex mathematical problem solving
7650.0%vsN/A
Kimi K2.7 Code
o4 Mini High
GPQAGraduate-level expert reasoning
4600.0%vsN/A
Kimi K2.7 Code
o4 Mini High
HellaSwagCommonsense reasoning and inference
8600.0%vsN/A
Kimi K2.7 Code
o4 Mini High
MT-BenchMulti-turn conversation flow quality
900.0%vsN/A
Kimi K2.7 Code
o4 Mini High

Kimi K2.7 Code Quirks & Gotchas

No developer gotchas reported.

o4 Mini High Quirks & Gotchas

No developer gotchas reported.