head-to-head
Anthropic: Claude Sonnet 5 (batch) vs SpaceXAI: Grok 4.3
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.
| Anthropic: Claude Sonnet 5 (batch) | SpaceXAI: Grok 4.3 | |
|---|---|---|
| Vendor | anthropic | x-ai |
| Quality Score | 100 | 100 |
| Benchmark Score | 63.9 | 39.3 |
| Input Price | $1.00/M | $1.25/M |
| Output Price | $5.00/M | $2.50/M |
| Context Window | 1,000,000 | 1,000,000 |
| Max Output | 128,000 | 900,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | 63.0 | 41.1 |
Who wins by task?
| Task | Anthropic: Claude Sonnet 5 (batch) | SpaceXAI: Grok 4.3 |
|---|---|---|
| SQL Generation | 141 | 138 |
| Code Review | 144 | 139 |
| Code Refactoring | 146 | 142 |
| Bug Fixing | 148 | 143 |
| Unit Test Generation | 131 | 128 |
| Code Documentation | 136 | 134 |
| Regex Writing | 125 | 123 |
| CI/CD Pipelines | 127 | 124 |
| Frontend Component Design | 129 | 126 |
| Data Analysis | 133 | 130 |
| CSV / Spreadsheet Cleanup | 135 | 135 |
| ETL Scripting | 136 | 133 |
| JSON Extraction | 122 | 123 |
| Bulk Data Labeling | 120 | 120 |
| OCR / Document Parsing | 134 | 133 |
| Table Extraction from PDFs | 134 | 133 |
| Long-Document Summarization | 147 | 144 |
| Short-Form Summarization | 118 | 117 |
| Blog Post Writing | 129 | 126 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
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