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Kimi K2.7 Code vs Gemini 2.5 Flash

At a glance
MoonshotAIKimi K2.7 Code

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

82262K ctx$0.74/$3.50 per M#20/92
GoogleGemini 2.5 Flash

Fast workhorse model with built-in thinking and audio support.

731.0M ctx$0.30/$2.50 per M#50/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
MoonshotAIKimi K2.7 Code
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Smarter
Capability
CapabilityECI81.8
Reasoning & Knowledge
Graduate Science89.5%Factual Recall39.2%
Math
Competition Math96.4%Research Math—
Agentic
Terminal Tasks—
GoogleGemini 2.5 Flash
Reasoning
CodingInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI72.9
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—Research Math4.8%
Agentic
Terminal Tasks17.1%
Specs
MoonshotAIKimi K2.7 Code
262K
Context
16K
Max output
Jun 2026
Released
GoogleGemini 2.5 Flash
1.0M
Context
66K
Max output
Jun 2025
Released
Capabilities
MoonshotAIKimi K2.7 Code
Vision
Audio
Reasoning
GoogleGemini 2.5 Flash
Vision
Audio
Reasoning
Pricing
MoonshotAIKimi K2.7 Code
Live pricing, shown before you run
Input$0.74/M tokens
Output$3.50/M tokens
Cache read$0.15/M tokens
GoogleGemini 2.5 Flash
Live pricing, shown before you run
Input$0.30/M tokens
Output$2.50/M tokens
Reasoning$2.50/M tokens
Cache read$0.03/M tokens
Cache write$0.08/M tokens
Image input$0.30/M tokens
Audio input$1.00/M tokens
Web search$0.01/search
Chat with Kimi K2.7 CodeGo to model
Chat with Gemini 2.5 FlashGo to model
Frequently Asked Questions: Kimi K2.7 Code vs Gemini 2.5 Flash▼

Which is better, Kimi K2.7 Code or Gemini 2.5 Flash?

▼

Based on the Capability Index, Kimi K2.7 Code scores higher (81.8 vs 72.9). 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 2.5 Flash?

▼

Gemini 2.5 Flash has a lower blended cost. Kimi K2.7 Code: $0.74 input / $3.50 output. Gemini 2.5 Flash: $0.30 input / $2.50 output.

Which has a larger context window, Kimi K2.7 Code or Gemini 2.5 Flash?

▼

Gemini 2.5 Flash has a larger context window: Kimi K2.7 Code supports 262K tokens vs Gemini 2.5 Flash at 1M tokens.

Do both Kimi K2.7 Code and Gemini 2.5 Flash support vision?

▼

Yes, both Kimi K2.7 Code and Gemini 2.5 Flash support vision/image input.

What are the key differences between Kimi K2.7 Code and Gemini 2.5 Flash?

▼

Key differences: Kimi K2.7 Code has a notably higher capability index (8.9 point gap); Gemini 2.5 Flash 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 2.5 Flash for free on idapt.app to see which performs better for your specific needs.

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