head-to-head
Ox Alpha vs Google: Gemini 3.5 Flash Lite
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-21.
| Ox Alpha | Google: Gemini 3.5 Flash Lite | |
|---|---|---|
| Vendor | stealth | |
| Quality Score | 100 | 100 |
| Benchmark Score | - | 62.3 |
| Input Price | Free | $0.30/M |
| Output Price | Free | $2.50/M |
| Context Window | 1,048,576 | 1,048,576 |
| Max Output | 131,072 | 65,536 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | ✓ |
| Benchmark Scores | ||
| ai_index | - | 61.8 |
| ai_index_agentic | - | 44.8 |
| ai_index_coding | - | 81.4 |
Who wins by task?
| Task | Ox Alpha | Google: Gemini 3.5 Flash Lite |
|---|---|---|
| SQL Generation | 134 | 161 |
| Code Review | 132 | 157 |
| Code Completion | 132 | 132 |
| Code Refactoring | 136 | 156 |
| Bug Fixing | 136 | 166 |
| Unit Test Generation | 124 | 146 |
| Code Documentation | 132 | 140 |
| Regex Writing | 120 | 131 |
| CI/CD Pipelines | 120 | 137 |
| Frontend Component Design | 122 | 139 |
| Data Analysis | 124 | 157 |
| CSV / Spreadsheet Cleanup | 134 | 149 |
| ETL Scripting | 128 | 147 |
| JSON Extraction | 132 | 145 |
| Bulk Data Labeling | 130 | 133 |
| OCR / Document Parsing | 131 | 143 |
| Table Extraction from PDFs | 131 | 143 |
| Long-Document Summarization | 138 | 153 |
| Short-Form Summarization | 124 | 129 |
| Blog Post Writing | 122 | 135 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →