Anthropic: Claude Sonnet Latest vs Google: Gemma 4 31B
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.
| Anthropic: Claude Sonnet Latest | Google: Gemma 4 31B | |
|---|---|---|
| Vendor | ~anthropic | |
| Quality Score | 100 | 100 |
| Benchmark Score | - | 53.7 |
| Input Price | $2.00/M | $0.20/M |
| Output Price | $10.00/M | $0.40/M |
| Context Window | 1,000,000 | 262,144 |
| Max Output | 128,000 | 16,384 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | - | 48.4 |
| ai_index_agentic | - | 23.8 |
| ai_index_coding | - | 71.7 |
| eqbench | - | 57.5 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Gemma 4 31B costs $0.30 and Claude Sonnet Latest costs $4.50, so Gemma 4 31B is about 15.0 times cheaper for the same work.
Claude Sonnet Latest reads up to 1,000,000 tokens at once, roughly 1,500 pages of text, against about 393 pages for Gemma 4 31B.
Only Gemma 4 31B offers video input.
Across the 20 tasks where they differ, Gemma 4 31B on 20 (SQL Generation, Code Review, Code Completion and others).
Pick Claude Sonnet Latest if you need long documents; pick Gemma 4 31B if you need lower cost, video input 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 | Anthropic: Claude Sonnet Latest | Google: Gemma 4 31B |
|---|---|---|
| SQL Generation | 132 | 156 |
| Code Review | 132 | 152 |
| Code Completion | 117 | 131 |
| Code Refactoring | 136 | 151 |
| Bug Fixing | 136 | 160 |
| Unit Test Generation | 124 | 143 |
| Code Documentation | 129 | 137 |
| Regex Writing | 117 | 131 |
| CI/CD Pipelines | 120 | 135 |
| Frontend Component Design | 122 | 138 |
| Data Analysis | 124 | 152 |
| CSV / Spreadsheet Cleanup | 132 | 145 |
| ETL Scripting | 128 | 143 |
| JSON Extraction | 121 | 143 |
| Bulk Data Labeling | 118 | 133 |
| OCR / Document Parsing | 131 | 140 |
| Table Extraction from PDFs | 131 | 140 |
| Long-Document Summarization | 136 | 149 |
| Short-Form Summarization | 113 | 129 |
| Blog Post Writing | 120 | 133 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →