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GPT-4.1 vs Kimi K2 Thinking

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 GPT-4.1 and Kimi K2 Thinking.

OpenAI

GPT-4.1

GPT-4.1 is a flagship large language model optimized for advanced instruction following, real-world software engineering, and long-context reasoning. It supports a 1 million token context window and outperforms GPT-4o and...

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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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Technical Specifications

SpecificationGPT-4.1Kimi K2 Thinking
ProviderOpenAIMoonshot AI
Context Window1,047,576 tokens262,144 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)250 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-04-142025-11-06

API Pricing Comparison

Input Price per Million Tokens

GPT-4.1

$2.00

Kimi K2 Thinking

$0.60

Output Price per Million Tokens

GPT-4.1

$8.00

Kimi K2 Thinking

$2.50

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
N/Avs8850.0%
GPT-4.1
Kimi K2 Thinking
HumanEvalPython coding & logic synthesis
N/Avs9100.0%
GPT-4.1
Kimi K2 Thinking
MATHComplex mathematical problem solving
N/Avs8540.0%
GPT-4.1
Kimi K2 Thinking
GPQAGraduate-level expert reasoning
N/Avs5450.0%
GPT-4.1
Kimi K2 Thinking
HellaSwagCommonsense reasoning and inference
N/Avs8880.0%
GPT-4.1
Kimi K2 Thinking
MT-BenchMulti-turn conversation flow quality
N/Avs922.0%
GPT-4.1
Kimi K2 Thinking

GPT-4.1 Quirks & Gotchas

  • โ–ธStrong tool-calling reliability โ€” good migration path from GPT-4o
  • โ–ธMigrate to GPT-5 for larger context window and improved reasoning

Kimi K2 Thinking Quirks & Gotchas

No developer gotchas reported.