head-to-head

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

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

OpenAI: GPT-5.6 Luna Pro (batch) OpenAI: GPT-5.6 Sol (batch)
Vendoropenaiopenai
Quality Score100100
Benchmark Score-80.2
Input Price$0.10/M$1.00/M
Output Price$0.60/M$5.00/M
Context Window1,050,0001,050,000
Max Output128,000128,000
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio--
Benchmark Scores
ai_index-77.5

Who wins by task?

TaskOpenAI: GPT-5.6 Luna Pro (batch)OpenAI: GPT-5.6 Sol (batch)
SQL Generation 133 142
Code Review 132 146
Code Completion 131 120
Code Refactoring 136 148
Bug Fixing 136 150
Unit Test Generation 124 133
Code Documentation 131 137
Regex Writing 119 126
CI/CD Pipelines 120 129
Frontend Component Design 122 131
Data Analysis 124 135
CSV / Spreadsheet Cleanup 133 136
ETL Scripting 128 138
JSON Extraction 131 122
Bulk Data Labeling 129 120
OCR / Document Parsing 131 134
Table Extraction from PDFs 131 134
Long-Document Summarization 137 149
Short-Form Summarization 123 118
Blog Post Writing 121 130

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

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