Google: Gemini Flash Latest vs OpenAI: GPT-5.4
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.
| Google: Gemini Flash Latest | OpenAI: GPT-5.4 | |
|---|---|---|
| Vendor | openai | |
| Quality Score | 100 | 100 |
| Benchmark Score | - | 89.6 |
| Input Price | $0.75/M | $2.50/M |
| Output Price | $3.75/M | $15.00/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 | - | 84.8 |
| ai_index_agentic | - | 67.8 |
| ai_index_coding | - | 100.0 |
| eqbench | - | 75.6 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Gemini Flash Latest costs $1.69 and GPT-5.4 costs $6.25, so Gemini Flash Latest is about 3.7 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 Flash Latest offers audio input and video input.
Across the 20 tasks where they differ, Gemini Flash Latest scores higher on 3 (Code Completion, Bulk Data Labeling, Short-Form Summarization), GPT-5.4 on 17 (SQL Generation, Code Review, Code Refactoring and others).
Gemini Flash Latest was released in April 2026 and GPT-5.4 in March 2026.
Pick Gemini Flash Latest if you need lower cost, audio input or video input; pick GPT-5.4 if you need 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 Flash Latest | OpenAI: GPT-5.4 |
|---|---|---|
| SQL Generation | 133 | 174 |
| Code Review | 132 | 175 |
| Code Completion | 131 | 120 |
| Code Refactoring | 136 | 173 |
| Bug Fixing | 136 | 187 |
| Unit Test Generation | 124 | 158 |
| Code Documentation | 131 | 146 |
| Regex Writing | 119 | 136 |
| CI/CD Pipelines | 120 | 149 |
| Frontend Component Design | 122 | 148 |
| Data Analysis | 124 | 173 |
| CSV / Spreadsheet Cleanup | 133 | 157 |
| ETL Scripting | 128 | 161 |
| JSON Extraction | 131 | 137 |
| Bulk Data Labeling | 128 | 122 |
| OCR / Document Parsing | 131 | 148 |
| Table Extraction from PDFs | 131 | 148 |
| Long-Document Summarization | 137 | 167 |
| Short-Form Summarization | 123 | 122 |
| Blog Post Writing | 121 | 143 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →