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Kimi K2.5 vs o3 Mini

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.

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

OpenAI o3-mini is a cost-efficient language model optimized for STEM reasoning tasks, particularly excelling in science, mathematics, and coding. This model supports the `reasoning_effort` parameter, which can be set to...

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Technical Specifications

SpecificationKimi K2.5o3 Mini
ProviderMoonshot AIOpenAI
Context Window262,144 tokens200,000 tokens
Agent SuitabilityN/A91/100
Time to First Token (TTFT)N/A800 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-01-272025-01-31

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.5

$0.38

o3 Mini

$1.10

Output Price per Million Tokens

Kimi K2.5

$2.02

o3 Mini

$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%vs8790.0%
Kimi K2.5
o3 Mini
HumanEvalPython coding & logic synthesis
8300.0%vs9020.0%
Kimi K2.5
o3 Mini
MATHComplex mathematical problem solving
5900.0%vs9020.0%
Kimi K2.5
o3 Mini
GPQAGraduate-level expert reasoning
4100.0%vs6850.0%
Kimi K2.5
o3 Mini
HellaSwagCommonsense reasoning and inference
8400.0%vs8900.0%
Kimi K2.5
o3 Mini
MT-BenchMulti-turn conversation flow quality
880.0%vs910.0%
Kimi K2.5
o3 Mini

Kimi K2.5 Quirks & Gotchas

No developer gotchas reported.

o3 Mini Quirks & Gotchas

  • โ–ธBest cost/performance ratio for reasoning tasks in the OpenAI lineup
  • โ–ธStill slower than GPT-5 for simple tool calls โ€” route accordingly