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Kimi K2.7 Code vs Gemma 2 27B

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
GoogleGemma 2 27B

Second-generation open model from Google DeepMind.

578K ctx$0.65/$0.65 per M#72/92
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
Math Problems—Competition Math96.4%
GoogleGemma 2 27B
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI56.8
Reasoning & Knowledge
Graduate Science36.5%Factual Recall—
Math
Math Problems27.9%Competition Math1.4%
Specs
MoonshotAIKimi K2.7 Code
262K
Context
16K
Max output
Jun 2026
Released
GoogleGemma 2 27B
8K
Context
2K
Max output
Jul 2024
Released
Capabilities
MoonshotAIKimi K2.7 Code
Vision
Audio
Reasoning
GoogleGemma 2 27B
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
GoogleGemma 2 27B
Live pricing, shown before you run
Input$0.65/M tokens
Output$0.65/M tokens
Chat with Kimi K2.7 CodeGo to model
Chat with Gemma 2 27BGo to model
Frequently Asked Questions: Kimi K2.7 Code vs Gemma 2 27B▼

Which is better, Kimi K2.7 Code or Gemma 2 27B?

▼

Based on the Capability Index, Kimi K2.7 Code scores higher (81.8 vs 56.8). 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 Gemma 2 27B?

▼

Gemma 2 27B has a lower blended cost. Kimi K2.7 Code: $0.74 input / $3.50 output. Gemma 2 27B: $0.65 input / $0.65 output.

Which has a larger context window, Kimi K2.7 Code or Gemma 2 27B?

▼

Kimi K2.7 Code has a larger context window: Kimi K2.7 Code supports 262K tokens vs Gemma 2 27B at 8K tokens.

Do both Kimi K2.7 Code and Gemma 2 27B support vision?

▼

Kimi K2.7 Code supports vision/image input, but Gemma 2 27B does not.

What are the key differences between Kimi K2.7 Code and Gemma 2 27B?

▼

Key differences: Kimi K2.7 Code has a notably higher capability index (25.0 point gap); only Kimi K2.7 Code supports vision input; only Kimi K2.7 Code offers extended reasoning mode. 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 Gemma 2 27B for free on idapt.app to see which performs better for your specific needs.

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