head-to-head
Google: Gemini 3.5 Flash Lite vs Anthropic: Claude Opus 4.8 (batch)
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-07-30.
| Google: Gemini 3.5 Flash Lite | Anthropic: Claude Opus 4.8 (batch) | |
|---|---|---|
| Vendor | anthropic | |
| Quality Score | 100 | 100 |
| Benchmark Score | 62.4 | 94.3 |
| Input Price | $0.30/M | $2.50/M |
| Output Price | $2.50/M | $12.50/M |
| Context Window | 1,048,576 | 1,000,000 |
| Max Output | 65,536 | 128,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | ✓ | - |
| Benchmark Scores | ||
| ai_index | 60.2 | 91.9 |
| ai_index_agentic | 44.3 | 77.8 |
| ai_index_coding | 81.4 | 100.0 |
| eqbench | - | 83.3 |
Who wins by task?
| Task | Google: Gemini 3.5 Flash Lite | Anthropic: Claude Opus 4.8 (batch) |
|---|---|---|
| SQL Generation | 161 | 177 |
| Code Review | 156 | 178 |
| Code Completion | 132 | 121 |
| Code Refactoring | 156 | 176 |
| Bug Fixing | 166 | 191 |
| Unit Test Generation | 146 | 161 |
| Code Documentation | 139 | 148 |
| Regex Writing | 131 | 138 |
| CI/CD Pipelines | 137 | 151 |
| Frontend Component Design | 139 | 150 |
| Data Analysis | 156 | 176 |
| CSV / Spreadsheet Cleanup | 149 | 158 |
| ETL Scripting | 146 | 163 |
| JSON Extraction | 145 | 138 |
| Bulk Data Labeling | 133 | 123 |
| OCR / Document Parsing | 143 | 149 |
| Table Extraction from PDFs | 143 | 149 |
| Long-Document Summarization | 153 | 170 |
| Short-Form Summarization | 129 | 123 |
| Blog Post Writing | 134 | 146 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
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