head-to-head

OpenAI: GPT-5.6 Luna vs OpenAI: GPT-5.6 Terra Pro (batch)

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

OpenAI: GPT-5.6 Luna OpenAI: GPT-5.6 Terra Pro (batch)
Vendoropenaiopenai
Quality Score100100
Benchmark Score62.3-
Input Price$0.20/M$1.00/M
Output Price$1.20/M$6.00/M
Context Window1,050,0001,050,000
Max Output128,000128,000
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio--
Benchmark Scores
ai_index61.6-

Who wins by task?

TaskOpenAI: GPT-5.6 LunaOpenAI: GPT-5.6 Terra Pro (batch)
SQL Generation 141 133
Code Review 143 132
Code Completion 133 118
Code Refactoring 145 136
Bug Fixing 147 136
Unit Test Generation 131 124
Code Documentation 137 130
Regex Writing 125 118
CI/CD Pipelines 127 120
Frontend Component Design 129 122
Data Analysis 133 124
CSV / Spreadsheet Cleanup 136 133
ETL Scripting 136 128
JSON Extraction 131 122
Bulk Data Labeling 129 119
OCR / Document Parsing 134 131
Table Extraction from PDFs 134 131
Long-Document Summarization 147 137
Short-Form Summarization 126 114
Blog Post Writing 129 121

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

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