Google: Gemini 3.7 Flash (batch) vs OpenAI: GPT-5.6 Sol (batch)
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-28.
| Google: Gemini 3.7 Flash (batch) | OpenAI: GPT-5.6 Sol (batch) | |
|---|---|---|
| Vendor | openai | |
| Quality Score | 100 | 100 |
| Benchmark Score | 65.5 | 80.2 |
| Input Price | $0.38/M | $1.00/M |
| Output Price | $1.88/M | $5.00/M |
| Context Window | 1,048,576 | 1,050,000 |
| Max Output | 65,536 | 128,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | ✓ | - |
| Benchmark Scores | ||
| ai_index | 64.4 | 77.5 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Gemini 3.7 Flash (batch) costs $0.84 and GPT-5.6 Sol (batch) costs $2.25, so Gemini 3.7 Flash (batch) is about 2.7 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 3.7 Flash (batch) offers audio input and video input.
On our blended benchmark score GPT-5.6 Sol (batch) leads 80.2 to 65.5.
Across the 20 tasks where they differ, Gemini 3.7 Flash (batch) scores higher on 4 (Code Completion, JSON Extraction, Bulk Data Labeling and others), GPT-5.6 Sol (batch) on 16 (SQL Generation, Code Review, Code Refactoring and others).
Gemini 3.7 Flash (batch) was released in August 2026 and GPT-5.6 Sol (batch) in July 2026.
Pick Gemini 3.7 Flash (batch) if you need lower cost, audio input or video input; pick GPT-5.6 Sol (batch) if you need benchmark performance or the stronger all-round task scores.
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?
| Task | Google: Gemini 3.7 Flash (batch) | OpenAI: GPT-5.6 Sol (batch) |
|---|---|---|
| SQL Generation | 141 | 142 |
| Code Review | 144 | 146 |
| Code Completion | 132 | 120 |
| Code Refactoring | 146 | 148 |
| Bug Fixing | 148 | 150 |
| Unit Test Generation | 131 | 133 |
| Code Documentation | 137 | 137 |
| Regex Writing | 126 | 126 |
| CI/CD Pipelines | 127 | 129 |
| Frontend Component Design | 129 | 131 |
| Data Analysis | 133 | 135 |
| CSV / Spreadsheet Cleanup | 136 | 136 |
| ETL Scripting | 137 | 138 |
| JSON Extraction | 131 | 122 |
| Bulk Data Labeling | 129 | 120 |
| OCR / Document Parsing | 134 | 134 |
| Table Extraction from PDFs | 134 | 134 |
| Long-Document Summarization | 148 | 149 |
| Short-Form Summarization | 126 | 118 |
| Blog Post Writing | 129 | 130 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →