head-to-head

SpaceXAI: Grok 4.6 vs OpenAI: GPT-5.6 Luna Pro

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-27.

SpaceXAI: Grok 4.6 OpenAI: GPT-5.6 Luna Pro
Vendorx-aiopenai
Quality Score100100
Benchmark Score75.3-
Input Price$2.00/M$0.20/M
Output Price$6.00/M$1.20/M
Context Window500,0001,050,000
Max Output450,000128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index73.1-

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, GPT-5.6 Luna Pro costs $0.50 and Grok 4.6 costs $3.50, so GPT-5.6 Luna Pro is about 7.0 times cheaper for the same work.

GPT-5.6 Luna Pro reads up to 1,050,000 tokens at once, roughly 1,575 pages of text, against about 750 pages for Grok 4.6.

Across the 20 tasks where they differ, Grok 4.6 scores higher on 16 (SQL Generation, Code Review, Code Refactoring and others), GPT-5.6 Luna Pro on 4 (Code Completion, JSON Extraction, Bulk Data Labeling and others).

Grok 4.6 was released in August 2026 and GPT-5.6 Luna Pro in July 2026.

Pick Grok 4.6 if you need the stronger all-round task scores; pick GPT-5.6 Luna Pro if you need lower cost or long documents.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskSpaceXAI: Grok 4.6OpenAI: GPT-5.6 Luna Pro
SQL Generation 142 133
Code Review 145 132
Code Completion 119 131
Code Refactoring 147 136
Bug Fixing 149 136
Unit Test Generation 132 124
Code Documentation 137 131
Regex Writing 125 119
CI/CD Pipelines 128 120
Frontend Component Design 130 122
Data Analysis 135 124
CSV / Spreadsheet Cleanup 136 133
ETL Scripting 138 128
JSON Extraction 122 131
Bulk Data Labeling 119 129
OCR / Document Parsing 134 131
Table Extraction from PDFs 134 131
Long-Document Summarization 148 137
Short-Form Summarization 118 123
Blog Post Writing 130 121

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

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