head-to-head

MoonshotAI: Kimi K2.7 Code vs Google: Gemini Pro Latest

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.

MoonshotAI: Kimi K2.7 Code Google: Gemini Pro Latest
Vendormoonshotai~google
Quality Score100100
Benchmark Score40.9-
Input Price$0.71/M$2.00/M
Output Price$3.30/M$12.00/M
Context Window262,1441,048,576
Max Output235,92965,536
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio-
Benchmark Scores
ai_index42.6-

Who wins by task?

TaskMoonshotAI: Kimi K2.7 CodeGoogle: Gemini Pro Latest
SQL Generation 136 132
Code Review 134 132
Code Completion 129 117
Code Refactoring 134 136
Bug Fixing 138 136
Unit Test Generation 126 124
Code Documentation 129 129
Regex Writing 123 117
CI/CD Pipelines 122 120
Frontend Component Design 127 122
Data Analysis 130 124
CSV / Spreadsheet Cleanup 129 132
ETL Scripting 128 128
JSON Extraction 131 121
Bulk Data Labeling 128 117
OCR / Document Parsing 130 131
Table Extraction from PDFs 130 131
Long-Document Summarization 136 136
Short-Form Summarization 125 113
Blog Post Writing 124 120

Scores reflect capability match + benchmark data + pricing for each task. Methodology →

Related comparisons

Anthropic: Claude Haiku Latest vs Google: Gemini Pro Latest Anthropic: Claude Opus 5 (batch) vs MoonshotAI: Kimi K2.7 Code Anthropic: Claude Sonnet 5 vs Google: Gemini Pro Latest Anthropic: Claude Sonnet 5 vs MoonshotAI: Kimi K2.7 Code ByteDance Seed: Seed-2.0-Code vs MoonshotAI: Kimi K2.7 Code ByteDance Seed: Seed 2.1 Turbo vs MoonshotAI: Kimi K2.7 Code DeepSeek: DeepSeek V4 Flash Vision Exp vs MoonshotAI: Kimi K2.7 Code Google: Gemini 3.1 Flash Lite vs Google: Gemini Pro Latest

The Model Movers Report

One email every Friday, built from this site's own rankings: the current top five by benchmark score, every model released in the last seven days, and one note worked out from that week's numbers. You can unsubscribe from any issue with one click.