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Kimi K2 Thinking vs Step 3.7 Flash

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 Step 3.7 Flash.

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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StepFun

Step 3.7 Flash

Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters...

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Technical Specifications

SpecificationKimi K2 ThinkingStep 3.7 Flash
ProviderMoonshot AIStepFun
Context Window262,144 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-11-062026-05-28

API Pricing Comparison

Input Price per Million Tokens

Kimi K2 Thinking

$0.60

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Kimi K2 Thinking

$2.50

Step 3.7 Flash

$1.15

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%vs8450.0%
Kimi K2 Thinking
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
9100.0%vs8600.0%
Kimi K2 Thinking
Step 3.7 Flash
MATHComplex mathematical problem solving
8540.0%vs6680.0%
Kimi K2 Thinking
Step 3.7 Flash
GPQAGraduate-level expert reasoning
5450.0%vs4400.0%
Kimi K2 Thinking
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
8880.0%vs8580.0%
Kimi K2 Thinking
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
922.0%vs890.0%
Kimi K2 Thinking
Step 3.7 Flash

Kimi K2 Thinking Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.