โ† Back to Model Hub/SIDE-BY-SIDE REVIEW
SHARE THIS:

Kimi K2 Thinking vs R1

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 R1.

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...

View Full Specs
DeepSeek

R1

DeepSeek R1 is here: Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active in an inference pass....

View Full Specs

Technical Specifications

SpecificationKimi K2 ThinkingR1
ProviderMoonshot AIDeepSeek
Context Window262,144 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-11-062025-01-20

API Pricing Comparison

Input Price per Million Tokens

Kimi K2 Thinking

$0.60

R1

$0.70

Output Price per Million Tokens

Kimi K2 Thinking

$2.50

R1

$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
8850.0%vs9080.0%
Kimi K2 Thinking
R1
HumanEvalPython coding & logic synthesis
9100.0%vs9280.0%
Kimi K2 Thinking
R1
MATHComplex mathematical problem solving
8540.0%vs9310.0%
Kimi K2 Thinking
R1
GPQAGraduate-level expert reasoning
5450.0%vs6210.0%
Kimi K2 Thinking
R1
HellaSwagCommonsense reasoning and inference
8880.0%vs9050.0%
Kimi K2 Thinking
R1
MT-BenchMulti-turn conversation flow quality
922.0%vs935.0%
Kimi K2 Thinking
R1

Kimi K2 Thinking Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.