head-to-head

Z.ai: GLM 5V Turbo vs Google: Gemini 3.1 Pro Preview

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

Who wins by task?

Task	Z.ai: GLM 5V Turbo	Google: Gemini 3.1 Pro Preview
SQL Generation	134	143
Code Review	131	150
Code Completion	115	120
Code Refactoring	130	153
Bug Fixing	135	154
Unit Test Generation	124	135
Code Documentation	126	139
Regex Writing	122	125
CI/CD Pipelines	120	131
Frontend Component Design	126	130
Data Analysis	129	135
CSV / Spreadsheet Cleanup	127	139
ETL Scripting	125	142
JSON Extraction	123	121
Bulk Data Labeling	120	117
OCR / Document Parsing	129	135
Table Extraction from PDFs	129	135
Long-Document Summarization	131	154
Short-Form Summarization	116	117
Blog Post Writing	122	131

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