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Kimi K2 Thinking 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 Thinking and o4 Mini High.

Moonshot AI

Kimi K2 Thinking

Kimi K2 Thinking is Moonshot AIโ€™s most advanced open reasoning model to date, extending the K2 series into agentic, long-horizon reasoning. Built on the trillion-parameter Mixture-of-Experts (MoE) architecture introduced in...

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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 Thinkingo4 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 Date2025-11-062025-04-16

API Pricing Comparison

Input Price per Million Tokens

Kimi K2 Thinking

$0.60

o4 Mini High

$1.10

Output Price per Million Tokens

Kimi K2 Thinking

$2.50

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
8850.0%vsN/A
Kimi K2 Thinking
o4 Mini High
HumanEvalPython coding & logic synthesis
9100.0%vsN/A
Kimi K2 Thinking
o4 Mini High
MATHComplex mathematical problem solving
8540.0%vsN/A
Kimi K2 Thinking
o4 Mini High
GPQAGraduate-level expert reasoning
5450.0%vsN/A
Kimi K2 Thinking
o4 Mini High
HellaSwagCommonsense reasoning and inference
8880.0%vsN/A
Kimi K2 Thinking
o4 Mini High
MT-BenchMulti-turn conversation flow quality
922.0%vsN/A
Kimi K2 Thinking
o4 Mini High

Kimi K2 Thinking Quirks & Gotchas

No developer gotchas reported.

o4 Mini High Quirks & Gotchas

No developer gotchas reported.