head-to-head
MoonshotAI: Kimi K2.7 Code (batch) vs Qwen: Qwen3.7 Plus
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-08.
| MoonshotAI: Kimi K2.7 Code (batch) | Qwen: Qwen3.7 Plus | |
|---|---|---|
| Vendor | moonshotai | qwen |
| Quality Score | 100 | 100 |
| Benchmark Score | 73.5 | 63.7 |
| Input Price | $0.47/M | $0.32/M |
| Output Price | $2.00/M | $1.28/M |
| Context Window | 262,144 | 1,000,000 |
| Max Output | - | 131,072 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | 71.0 | 65.0 |
| ai_index_agentic | 50.0 | 34.1 |
| ai_index_coding | 100.0 | 92.2 |
Who wins by task?
| Task | MoonshotAI: Kimi K2.7 Code (batch) | Qwen: Qwen3.7 Plus |
|---|---|---|
| SQL Generation | 163 | 162 |
| Code Review | 156 | 157 |
| Code Completion | 130 | 133 |
| Code Refactoring | 151 | 157 |
| Bug Fixing | 166 | 166 |
| Unit Test Generation | 147 | 147 |
| Code Documentation | 135 | 140 |
| Regex Writing | 133 | 131 |
| CI/CD Pipelines | 138 | 138 |
| Frontend Component Design | 143 | 140 |
| Data Analysis | 162 | 156 |
| CSV / Spreadsheet Cleanup | 147 | 151 |
| ETL Scripting | 144 | 147 |
| JSON Extraction | 148 | 146 |
| Bulk Data Labeling | 134 | 134 |
| OCR / Document Parsing | 142 | 144 |
| Table Extraction from PDFs | 142 | 144 |
| Long-Document Summarization | 147 | 154 |
| Short-Form Summarization | 130 | 129 |
| Blog Post Writing | 134 | 135 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
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