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Kimi K2.7 Code vs Nano Banana (Gemini 2.5 Flash Image)

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 K2.7 Code and Nano Banana (Gemini 2.5 Flash Image).

Moonshot AI

Kimi K2.7 Code

MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts...

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Google

Nano Banana (Gemini 2.5 Flash Image)

Gemini 2.5 Flash Image, a.k.a. "Nano Banana," is now generally available. It is a state of the art image generation model with contextual understanding. It is capable of image generation,...

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Technical Specifications

SpecificationKimi K2.7 CodeNano Banana (Gemini 2.5 Flash Image)
ProviderMoonshot AIGoogle
Context Window262,144 tokens32,768 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-06-122025-10-07

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.7 Code

$0.74

Nano Banana (Gemini 2.5 Flash Image)

$0.30

Output Price per Million Tokens

Kimi K2.7 Code

$3.50

Nano Banana (Gemini 2.5 Flash Image)

$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
8500.0%vsN/A
Kimi K2.7 Code
Nano Banana (Gemini 2.5 Flash Image)
HumanEvalPython coding & logic synthesis
9320.0%vsN/A
Kimi K2.7 Code
Nano Banana (Gemini 2.5 Flash Image)
MATHComplex mathematical problem solving
7650.0%vsN/A
Kimi K2.7 Code
Nano Banana (Gemini 2.5 Flash Image)
GPQAGraduate-level expert reasoning
4600.0%vsN/A
Kimi K2.7 Code
Nano Banana (Gemini 2.5 Flash Image)
HellaSwagCommonsense reasoning and inference
8600.0%vsN/A
Kimi K2.7 Code
Nano Banana (Gemini 2.5 Flash Image)
MT-BenchMulti-turn conversation flow quality
900.0%vsN/A
Kimi K2.7 Code
Nano Banana (Gemini 2.5 Flash Image)

Kimi K2.7 Code Quirks & Gotchas

No developer gotchas reported.

Nano Banana (Gemini 2.5 Flash Image) Quirks & Gotchas

No developer gotchas reported.