head-to-head

SpaceXAI: Grok 4.7 vs inclusionAI: Ling 3.0 Flash VL

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

SpaceXAI: Grok 4.7 inclusionAI: Ling 3.0 Flash VL
Vendorx-aiinclusionai
Quality Score100100
Benchmark Score79.238.6
Input Price$1.60/M$0.06/M
Output Price$4.80/M$0.18/M
Context Window500,000131,072
Max Output450,00032,768
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio--
Benchmark Scores
ai_index76.640.5

Who wins by task?

TaskSpaceXAI: Grok 4.7inclusionAI: Ling 3.0 Flash VL
SQL Generation 142 133
Code Review 146 128
Code Completion 120 127
Code Refactoring 148 126
Bug Fixing 150 132
Unit Test Generation 133 123
Code Documentation 137 124
Regex Writing 126 124
CI/CD Pipelines 129 119
Frontend Component Design 131 126
Data Analysis 135 130
CSV / Spreadsheet Cleanup 136 124
ETL Scripting 138 122
JSON Extraction 122 132
Bulk Data Labeling 120 129
OCR / Document Parsing 134 127
Table Extraction from PDFs 134 127
Long-Document Summarization 149 128
Short-Form Summarization 118 126
Blog Post Writing 130 121

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

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