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Gemini 3.1 Flash Lite Preview 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 Gemini 3.1 Flash Lite Preview and Kimi K2 Thinking.

Google

Gemini 3.1 Flash Lite Preview

Gemini 3.1 Flash Lite Preview is Google's high-efficiency model optimized for high-volume use cases. It outperforms Gemini 2.5 Flash Lite on overall quality and approaches Gemini 2.5 Flash performance across...

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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

SpecificationGemini 3.1 Flash Lite PreviewKimi K2 Thinking
ProviderGoogleMoonshot AI
Context Window1,048,576 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-03-032025-11-06

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.1 Flash Lite Preview

$0.25

Kimi K2 Thinking

$0.60

Output Price per Million Tokens

Gemini 3.1 Flash Lite Preview

$1.50

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%
Gemini 3.1 Flash Lite Preview
Kimi K2 Thinking
HumanEvalPython coding & logic synthesis
N/Avs9100.0%
Gemini 3.1 Flash Lite Preview
Kimi K2 Thinking
MATHComplex mathematical problem solving
N/Avs8540.0%
Gemini 3.1 Flash Lite Preview
Kimi K2 Thinking
GPQAGraduate-level expert reasoning
N/Avs5450.0%
Gemini 3.1 Flash Lite Preview
Kimi K2 Thinking
HellaSwagCommonsense reasoning and inference
N/Avs8880.0%
Gemini 3.1 Flash Lite Preview
Kimi K2 Thinking
MT-BenchMulti-turn conversation flow quality
N/Avs922.0%
Gemini 3.1 Flash Lite Preview
Kimi K2 Thinking

Gemini 3.1 Flash Lite Preview Quirks & Gotchas

No developer gotchas reported.

Kimi K2 Thinking Quirks & Gotchas

No developer gotchas reported.