Google: Gemini 3.5 Flash vs OpenAI: GPT-5.4 Nano
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.
| Google: Gemini 3.5 Flash | OpenAI: GPT-5.4 Nano | |
|---|---|---|
| Vendor | openai | |
| Quality Score | 100 | 100 |
| Benchmark Score | 84.2 | 68.1 |
| Input Price | $1.50/M | $0.20/M |
| Output Price | $9.00/M | $1.25/M |
| Context Window | 1,048,576 | 400,000 |
| Max Output | 65,536 | 128,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | ✓ | - |
| Benchmark Scores | ||
| ai_index | 82.8 | 63.1 |
| ai_index_agentic | 61.8 | 45.4 |
| ai_index_coding | 100.0 | 92.5 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, GPT-5.4 Nano costs $0.51 and Gemini 3.5 Flash costs $3.75, so GPT-5.4 Nano is about 7.3 times cheaper for the same work.
Gemini 3.5 Flash reads up to 1,048,576 tokens at once, roughly 1,573 pages of text, against about 600 pages for GPT-5.4 Nano.
Only Gemini 3.5 Flash offers audio input and video input.
On our blended benchmark score Gemini 3.5 Flash leads 84.2 to 68.1.
Across the 20 tasks where they differ, Gemini 3.5 Flash scores higher on 16 (SQL Generation, Code Review, Code Refactoring and others), GPT-5.4 Nano on 4 (Code Completion, JSON Extraction, Bulk Data Labeling and others).
Gemini 3.5 Flash was released in May 2026 and GPT-5.4 Nano in March 2026.
Pick Gemini 3.5 Flash if you need long documents, audio input, video input, benchmark performance or the stronger all-round task scores; pick GPT-5.4 Nano 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?
| Task | Google: Gemini 3.5 Flash | OpenAI: GPT-5.4 Nano |
|---|---|---|
| SQL Generation | 168 | 163 |
| Code Review | 164 | 158 |
| Code Completion | 119 | 133 |
| Code Refactoring | 162 | 157 |
| Bug Fixing | 176 | 168 |
| Unit Test Generation | 152 | 148 |
| Code Documentation | 141 | 140 |
| Regex Writing | 133 | 132 |
| CI/CD Pipelines | 143 | 139 |
| Frontend Component Design | 145 | 141 |
| Data Analysis | 167 | 159 |
| CSV / Spreadsheet Cleanup | 153 | 151 |
| ETL Scripting | 152 | 148 |
| JSON Extraction | 138 | 146 |
| Bulk Data Labeling | 124 | 134 |
| OCR / Document Parsing | 146 | 144 |
| Table Extraction from PDFs | 146 | 144 |
| Long-Document Summarization | 157 | 154 |
| Short-Form Summarization | 121 | 130 |
| Blog Post Writing | 138 | 135 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →