head-to-head

OpenAI: GPT-5.6 Terra vs OpenAI: GPT-5.4 Nano

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

OpenAI: GPT-5.6 Terra OpenAI: GPT-5.4 Nano
Vendoropenaiopenai
Quality Score100100
Benchmark Score71.131.5
Input Price$2.00/M$0.20/M
Output Price$12.00/M$1.25/M
Context Window1,050,000400,000
Max Output128,000128,000
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio--
Benchmark Scores
ai_index69.434.2

Who wins by task?

TaskOpenAI: GPT-5.6 TerraOpenAI: GPT-5.4 Nano
SQL Generation 140 138
Code Review 145 138
Code Completion 118 132
Code Refactoring 147 141
Bug Fixing 149 142
Unit Test Generation 132 128
Code Documentation 135 134
Regex Writing 124 123
CI/CD Pipelines 128 124
Frontend Component Design 130 126
Data Analysis 134 129
CSV / Spreadsheet Cleanup 135 135
ETL Scripting 137 132
JSON Extraction 121 131
Bulk Data Labeling 117 129
OCR / Document Parsing 134 132
Table Extraction from PDFs 134 132
Long-Document Summarization 147 143
Short-Form Summarization 116 125
Blog Post Writing 128 126

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

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