head-to-head

MiniMax: MiniMax M3.1 Flash vs Z.ai: GLM 5.3 FlashX

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-23.

MiniMax: MiniMax M3.1 Flash Z.ai: GLM 5.3 FlashX
Vendorminimaxz-ai
Quality Score100100
Benchmark Score71.3-
Input Price$0.15/M$0.37/M
Output Price$0.60/M$1.25/M
Context Window1,048,5761,048,576
Max Output524,288131,072
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index70.5-

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, MiniMax M3.1 Flash costs $0.30 and GLM 5.3 FlashX costs $0.68, so MiniMax M3.1 Flash is about 2.3 times cheaper for the same work.

Both read up to 1,048,576 tokens at once, roughly 1,573 pages of text.

Across the 20 tasks where they differ, MiniMax M3.1 Flash scores higher on 20 (SQL Generation, Code Review, Code Completion and others).

MiniMax M3.1 Flash was released in October 2026 and GLM 5.3 FlashX in September 2026.

Pick MiniMax M3.1 Flash if you need lower cost or the stronger all-round task scores.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskMiniMax: MiniMax M3.1 FlashZ.ai: GLM 5.3 FlashX
SQL Generation 142 133
Code Review 145 132
Code Completion 133 131
Code Refactoring 147 136
Bug Fixing 149 136
Unit Test Generation 132 124
Code Documentation 138 131
Regex Writing 126 119
CI/CD Pipelines 128 120
Frontend Component Design 130 122
Data Analysis 134 124
CSV / Spreadsheet Cleanup 136 133
ETL Scripting 137 128
JSON Extraction 131 131
Bulk Data Labeling 129 129
OCR / Document Parsing 134 131
Table Extraction from PDFs 134 131
Long-Document Summarization 149 137
Short-Form Summarization 127 123
Blog Post Writing 130 121

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

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