head-to-head
MoonshotAI: Kimi K3 vs Anthropic: Claude Sonnet 5
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-13.
| MoonshotAI: Kimi K3 | Anthropic: Claude Sonnet 5 | |
|---|---|---|
| Vendor | moonshotai | anthropic |
| Quality Score | 100 | 100 |
| Benchmark Score | 96.9 | 91.6 |
| Input Price | $3.00/M | $2.00/M |
| Output Price | $15.00/M | $10.00/M |
| Context Window | 1,048,576 | 1,000,000 |
| Max Output | - | 128,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | 98.5 | 91.2 |
| ai_index_agentic | 89.5 | 82.0 |
| ai_index_coding | 100.0 | 100.0 |
Who wins by task?
| Task | MoonshotAI: Kimi K3 | Anthropic: Claude Sonnet 5 |
|---|---|---|
| SQL Generation | 173 | 172 |
| Code Review | 170 | 168 |
| Code Completion | 118 | 119 |
| Code Refactoring | 167 | 165 |
| Bug Fixing | 185 | 182 |
| Unit Test Generation | 157 | 155 |
| Code Documentation | 141 | 142 |
| CI/CD Pipelines | 147 | 145 |
| Frontend Component Design | 149 | 147 |
| Data Analysis | 175 | 172 |
| CSV / Spreadsheet Cleanup | 153 | 153 |
| ETL Scripting | 157 | 155 |
| JSON Extraction | 138 | 139 |
| Bulk Data Labeling | 122 | 124 |
| OCR / Document Parsing | 147 | 147 |
| Table Extraction from PDFs | 147 | 147 |
| Long-Document Summarization | 161 | 160 |
| Short-Form Summarization | 122 | 122 |
| Blog Post Writing | 141 | 140 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
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