head-to-head

OpenAI: GPT-6.1 Sol vs Google: Gemini 3.8 Flash (batch)

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-30.

OpenAI: GPT-6.1 Sol Google: Gemini 3.8 Flash (batch)
Vendoropenaigoogle
Quality Score100100
Benchmark Score89.269.0
Input Price$2.00/M$0.38/M
Output Price$10.00/M$1.88/M
Context Window1,050,0001,048,576
Max Output128,00065,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio-✓
Benchmark Scores
ai_index85.567.5

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Gemini 3.8 Flash (batch) costs $0.84 and GPT-6.1 Sol costs $4.50, so Gemini 3.8 Flash (batch) is about 5.3 times cheaper for the same work.

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

Only Gemini 3.8 Flash (batch) offers audio input and video input.

On our blended benchmark score GPT-6.1 Sol leads 89.2 to 69.0.

Across the 20 tasks where they differ, GPT-6.1 Sol scores higher on 13 (SQL Generation, Code Review, Code Refactoring and others), Gemini 3.8 Flash (batch) on 7 (Code Completion, Code Documentation, Regex Writing and others).

Pick GPT-6.1 Sol if you need benchmark performance; pick Gemini 3.8 Flash (batch) if you need lower cost, audio input or video input.

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?

TaskOpenAI: GPT-6.1 SolGoogle: Gemini 3.8 Flash (batch)
SQL Generation 143 141
Code Review 148 144
Code Completion 119 132
Code Refactoring 149 146
Bug Fixing 152 148
Unit Test Generation 134 132
Code Documentation 137 137
Regex Writing 126 126
CI/CD Pipelines 130 128
Frontend Component Design 132 130
Data Analysis 136 134
CSV / Spreadsheet Cleanup 136 136
ETL Scripting 140 137
JSON Extraction 121 131
Bulk Data Labeling 118 129
OCR / Document Parsing 135 134
Table Extraction from PDFs 135 134
Long-Document Summarization 150 148
Short-Form Summarization 117 126
Blog Post Writing 131 129

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

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