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Ling-3.0-flash vs OpenAI: GPT-5.6 Terra

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-18.

Ling-3.0-flash OpenAI: GPT-5.6 Terra
Vendorinclusionaiopenai
Quality Score100100
Benchmark Score64.492.7
Input Price$0.02/M$2.00/M
Output Price$0.06/M$12.00/M
Context Window262,1441,050,000
Max Output32,768128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision-✓
Audio--
Benchmark Scores
ai_index62.493.3
ai_index_agentic48.482.8
ai_index_coding83.6100.0

Who wins by task?

TaskLing-3.0-flashOpenAI: GPT-5.6 Terra
SQL Generation 159 172
Code Review 152 169
Code Completion 130 119
Code Refactoring 148 165
Bug Fixing 162 183
Unit Test Generation 144 155
Code Documentation 135 142
Regex Writing 132 135
CI/CD Pipelines 135 146
Frontend Component Design 110 148
Data Analysis 158 173
CSV / Spreadsheet Cleanup 145 153
ETL Scripting 142 155
JSON Extraction 146 138
Bulk Data Labeling 134 123
OCR / Document Parsing 95 147
Table Extraction from PDFs 95 147
Long-Document Summarization 146 160
Short-Form Summarization 130 122
Blog Post Writing 133 140

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

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