head-to-head

Xiaomi: MiMo-V2.6-Pro-UltraSpeed vs inclusionAI: Ling 3.0 Flash

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

Xiaomi: MiMo-V2.6-Pro-UltraSpeed inclusionAI: Ling 3.0 Flash
Vendorxiaomiinclusionai
Quality Score100100
Benchmark Score-39.3
Input Price$4.35/M$0.02/M
Output Price$8.70/M$0.06/M
Context Window1,048,576262,144
Max Output131,07232,768
Tool Calling
Structured Output
Reasoning Mode
Vision-
Audio-
Benchmark Scores
ai_index-41.1

Who wins by task?

TaskXiaomi: MiMo-V2.6-Pro-UltraSpeedinclusionAI: Ling 3.0 Flash
SQL Generation 132 136
Code Review 132 134
Code Completion 117 130
Code Refactoring 136 134
Bug Fixing 136 138
Unit Test Generation 124 126
Code Documentation 129 130
Regex Writing 117 124
CI/CD Pipelines 120 122
Frontend Component Design 122 96
Data Analysis 124 130
CSV / Spreadsheet Cleanup 132 130
ETL Scripting 128 128
JSON Extraction 121 132
Bulk Data Labeling 118 130
OCR / Document Parsing 131 85
Table Extraction from PDFs 131 85
Long-Document Summarization 136 136
Short-Form Summarization 113 126
Blog Post Writing 120 124

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

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