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Kimi K2.5 vs o3 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 K2.5 and o3 Mini High.

Moonshot AI

Kimi K2.5

Kimi K2.5 is Moonshot AI's native multimodal model, delivering state-of-the-art visual coding capability and a self-directed agent swarm paradigm. Built on Kimi K2 with continued pretraining over approximately 15T mixed...

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OpenAI

o3 Mini High

OpenAI o3-mini-high is the same model as [o3-mini](/openai/o3-mini) with reasoning_effort set to high. o3-mini is a cost-efficient language model optimized for STEM reasoning tasks, particularly excelling in science, mathematics, and...

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Technical Specifications

SpecificationKimi K2.5o3 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 Date2026-01-272025-02-12

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.5

$0.38

o3 Mini High

$1.10

Output Price per Million Tokens

Kimi K2.5

$2.02

o3 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
8250.0%vsN/A
Kimi K2.5
o3 Mini High
HumanEvalPython coding & logic synthesis
8300.0%vsN/A
Kimi K2.5
o3 Mini High
MATHComplex mathematical problem solving
5900.0%vsN/A
Kimi K2.5
o3 Mini High
GPQAGraduate-level expert reasoning
4100.0%vsN/A
Kimi K2.5
o3 Mini High
HellaSwagCommonsense reasoning and inference
8400.0%vsN/A
Kimi K2.5
o3 Mini High
MT-BenchMulti-turn conversation flow quality
880.0%vsN/A
Kimi K2.5
o3 Mini High

Kimi K2.5 Quirks & Gotchas

No developer gotchas reported.

o3 Mini High Quirks & Gotchas

No developer gotchas reported.