picksbymodel Get API access →
head-to-head

Google: Gemini 3.7 Flash vs MoonshotAI: Kimi K2.7 Code (batch)

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-14.

Google: Gemini 3.7 Flash MoonshotAI: Kimi K2.7 Code (batch)
Vendorgooglemoonshotai
Quality Score100100
Benchmark Score89.773.5
Input Price$0.38/M$0.47/M
Output Price$1.88/M$2.00/M
Context Window1,048,576262,144
Max Output65,536-
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-
Benchmark Scores
ai_index92.471.0
ai_index_agentic74.450.0
ai_index_coding100.0100.0

Who wins by task?

TaskGoogle: Gemini 3.7 FlashMoonshotAI: Kimi K2.7 Code (batch)
SQL Generation 172 163
Code Review 168 156
Code Completion 133 130
Code Refactoring 165 151
Bug Fixing 181 166
Unit Test Generation 155 147
Code Documentation 144 135
Regex Writing 137 133
CI/CD Pipelines 145 138
Frontend Component Design 147 143
Data Analysis 171 162
CSV / Spreadsheet Cleanup 154 147
ETL Scripting 155 144
JSON Extraction 148 148
Bulk Data Labeling 135 134
OCR / Document Parsing 147 142
Table Extraction from PDFs 147 142
Long-Document Summarization 161 147
Short-Form Summarization 132 130
Blog Post Writing 141 134

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

Related comparisons

Google: Gemini 3.7 Flash vs Google: Gemini 3.7 Flash (batch) Google: Gemini 3.7 Flash vs ByteDance Seed: Seed 2.1 Turbo Google: Gemini 3.7 Flash vs ByteDance Seed: Seed-2.0-Code Google: Gemini 3.7 Flash vs SpaceXAI: Grok 4.6 Google: Gemini 3.7 Flash vs Sakana: Sakana Namazu Google: Gemini 3.7 Flash vs Meta: Muse Spark 1.2 Google: Gemini 3.7 Flash vs Qwen: Qwen3.8 Max Google: Gemini 3.7 Flash vs Thinking Machines: Inkling Small