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Kimi K2 Thinking vs o3 Deep Research

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 o3 Deep Research.

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

o3 Deep Research

o3-deep-research is OpenAI's advanced model for deep research, designed to tackle complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.

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Technical Specifications

SpecificationKimi K2 Thinkingo3 Deep Research
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 Date2025-11-062025-10-10

API Pricing Comparison

Input Price per Million Tokens

Kimi K2 Thinking

$0.60

o3 Deep Research

$10.00

Output Price per Million Tokens

Kimi K2 Thinking

$2.50

o3 Deep Research

$40.00

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
o3 Deep Research
HumanEvalPython coding & logic synthesis
9100.0%vsN/A
Kimi K2 Thinking
o3 Deep Research
MATHComplex mathematical problem solving
8540.0%vsN/A
Kimi K2 Thinking
o3 Deep Research
GPQAGraduate-level expert reasoning
5450.0%vsN/A
Kimi K2 Thinking
o3 Deep Research
HellaSwagCommonsense reasoning and inference
8880.0%vsN/A
Kimi K2 Thinking
o3 Deep Research
MT-BenchMulti-turn conversation flow quality
922.0%vsN/A
Kimi K2 Thinking
o3 Deep Research

Kimi K2 Thinking Quirks & Gotchas

No developer gotchas reported.

o3 Deep Research Quirks & Gotchas

No developer gotchas reported.