head-to-head

Google: Gemini 4 Carbon (batch) vs OpenAI: GPT-6.1 Terra (batch)

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-12.

Google: Gemini 4 Carbon (batch) OpenAI: GPT-6.1 Terra (batch)
Vendorgoogleopenai
Quality Score100100
Benchmark Score98.983.7
Input Price$1.00/M$0.50/M
Output Price$5.00/M$2.50/M
Context Window1,048,5761,050,000
Max Output943,718128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-
Benchmark Scores
ai_index99.084.7

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, GPT-6.1 Terra (batch) costs $1.12 and Gemini 4 Carbon (batch) costs $2.25, so GPT-6.1 Terra (batch) is about 2.0 times cheaper for the same work.

Both take in a similar amount of text: 1,048,576 and 1,050,000 tokens, about 1,573 and 1,575 pages.

Only Gemini 4 Carbon (batch) offers audio input and video input.

On our blended benchmark score Gemini 4 Carbon (batch) leads 98.9 to 83.7.

Across the 20 tasks where they differ, Gemini 4 Carbon (batch) scores higher on 16 (SQL Generation, Code Review, Code Refactoring and others), GPT-6.1 Terra (batch) on 4 (Code Completion, JSON Extraction, Bulk Data Labeling and others).

Gemini 4 Carbon (batch) was released in November 2026 and GPT-6.1 Terra (batch) in October 2026.

Pick Gemini 4 Carbon (batch) if you need audio input, video input, benchmark performance or the stronger all-round task scores; pick GPT-6.1 Terra (batch) if you need lower cost.

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?

TaskGoogle: Gemini 4 Carbon (batch)OpenAI: GPT-6.1 Terra (batch)
SQL Generation 145 143
Code Review 150 148
Code Completion 120 133
Code Refactoring 151 149
Bug Fixing 154 152
Unit Test Generation 135 134
Code Documentation 139 139
Regex Writing 128 127
CI/CD Pipelines 131 130
Frontend Component Design 133 132
Data Analysis 138 136
CSV / Spreadsheet Cleanup 137 137
ETL Scripting 141 139
JSON Extraction 122 131
Bulk Data Labeling 120 129
OCR / Document Parsing 135 135
Table Extraction from PDFs 135 135
Long-Document Summarization 153 151
Short-Form Summarization 119 127
Blog Post Writing 133 131

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

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