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Z.ai: GLM Flash Latest vs Google: Gemini 3.7 Flash (batch)

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-04.

Z.ai: GLM Flash Latest Google: Gemini 3.7 Flash (batch)
Vendor~z-aigoogle
Quality Score100100
Benchmark Score-89.2
Input Price$0.07/M$0.38/M
Output Price$0.25/M$1.88/M
Context Window1,310,7201,048,576
Max Output943,71865,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio-✓
Benchmark Scores
ai_index-92.4
ai_index_agentic-74.4
ai_index_coding-100.0

Who wins by task?

TaskZ.ai: GLM Flash LatestGoogle: Gemini 3.7 Flash (batch)
SQL Generation 134 172
Code Review 132 168
Code Completion 131 133
Code Refactoring 136 165
Bug Fixing 136 181
Unit Test Generation 124 155
Code Documentation 131 144
Regex Writing 119 137
CI/CD Pipelines 120 145
Frontend Component Design 122 147
Data Analysis 124 171
CSV / Spreadsheet Cleanup 134 154
ETL Scripting 128 155
JSON Extraction 131 148
Bulk Data Labeling 129 135
OCR / Document Parsing 131 147
Table Extraction from PDFs 131 147
Long-Document Summarization 138 161
Short-Form Summarization 123 132
Blog Post Writing 122 141

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

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