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Kimi K2.7 Code vs Gemini 3.1 Flash Lite

At a glance

MoonshotAI's coding-focused Kimi model for end-to-end software engineering.

82262K ctx$0.82/$3.75 per M#20/92

Google's high-efficiency model for high-volume use cases at half the cost of Gemini 3 Flash.

771.0M ctx$0.25/$1.50 per M#37/92
Agent Demos
All agent demos

No shared agent demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Smarter7%
Capability
CapabilityECI7%81.8
Reasoning & Knowledge
Graduate Science89.5%Expert-Level—Factual Recall39.2%
Math
Competition Math96.4%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper64%
Capability
CapabilityECI76.7
Reasoning & Knowledge
Graduate Science—Expert-Level8.6%Factual Recall—
Math
Competition Math—
Specs
262K
Context
128K
Max output
Jun 2026
Released
1.0M
Context
66K
Max output
Mar 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$0.82/M tokens
Output$3.75/M tokens
Cache read$0.16/M tokens
Live pricing, shown before you run
Input70%$0.25/M tokens
Output60%$1.50/M tokens
Reasoning$1.50/M tokens
Cache read84%$0.02/M tokens
Cache write$0.08/M tokens
Image input$0.25/M tokens
Audio input$0.50/M tokens
Web search$0.01/search
Chat with Kimi K2.7 CodeGo to model
Chat with Gemini 3.1 Flash LiteGo to model
Frequently Asked Questions: Kimi K2.7 Code vs Gemini 3.1 Flash Lite▼

Which is better, Kimi K2.7 Code or Gemini 3.1 Flash Lite?

▼

Based on the Capability Index, Kimi K2.7 Code scores higher (81.8 vs 76.7). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Kimi K2.7 Code or Gemini 3.1 Flash Lite?

▼

Gemini 3.1 Flash Lite has a lower blended cost. Kimi K2.7 Code: $0.82 input / $3.75 output. Gemini 3.1 Flash Lite: $0.25 input / $1.50 output.

Which has a larger context window, Kimi K2.7 Code or Gemini 3.1 Flash Lite?

▼

Gemini 3.1 Flash Lite has a larger context window: Kimi K2.7 Code supports 262K tokens vs Gemini 3.1 Flash Lite at 1M tokens.

Do both Kimi K2.7 Code and Gemini 3.1 Flash Lite support vision?

▼

Yes, both Kimi K2.7 Code and Gemini 3.1 Flash Lite support vision/image input.

What are the key differences between Kimi K2.7 Code and Gemini 3.1 Flash Lite?

▼

Key differences: Kimi K2.7 Code has a notably higher capability index (5.1 point gap); Gemini 3.1 Flash Lite is significantly cheaper. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Kimi K2.7 Code and Gemini 3.1 Flash Lite for free on idapt.app to see which performs better for your specific needs.

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