head-to-head
Qwen: Qwen3.8 Max vs Meta: Muse Spark 1.1
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-13.
| Qwen: Qwen3.8 Max | Meta: Muse Spark 1.1 | |
|---|---|---|
| Vendor | qwen | meta |
| Quality Score | 100 | 100 |
| Benchmark Score | 97.9 | 85.2 |
| Input Price | $2.00/M | $1.25/M |
| Output Price | $6.00/M | $4.25/M |
| Context Window | 1,000,000 | 1,048,576 |
| Max Output | 131,072 | - |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | ✓ |
| Benchmark Scores | ||
| ai_index | 95.8 | 87.8 |
| ai_index_agentic | 96.4 | 65.6 |
| ai_index_coding | 100.0 | 100.0 |
Who wins by task?
| Task | Qwen: Qwen3.8 Max | Meta: Muse Spark 1.1 |
|---|---|---|
| SQL Generation | 175 | 170 |
| Code Review | 170 | 166 |
| Code Completion | 120 | 120 |
| Code Refactoring | 167 | 163 |
| Bug Fixing | 186 | 178 |
| Unit Test Generation | 157 | 153 |
| Code Documentation | 143 | 142 |
| Regex Writing | 137 | 135 |
| CI/CD Pipelines | 147 | 144 |
| Frontend Component Design | 149 | 146 |
| Data Analysis | 176 | 168 |
| CSV / Spreadsheet Cleanup | 154 | 153 |
| ETL Scripting | 157 | 153 |
| JSON Extraction | 140 | 139 |
| Bulk Data Labeling | 125 | 126 |
| OCR / Document Parsing | 147 | 146 |
| Table Extraction from PDFs | 147 | 146 |
| Long-Document Summarization | 162 | 159 |
| Short-Form Summarization | 124 | 123 |
| Blog Post Writing | 142 | 139 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
Related comparisons
ByteDance Seed: Seed 2.1 Turbo vs Qwen: Qwen3.8 Max
ByteDance Seed: Seed 2.1 Turbo vs Meta: Muse Spark 1.1
ByteDance Seed: Seed-2.0-Code vs Qwen: Qwen3.8 Max
ByteDance Seed: Seed-2.0-Code vs Meta: Muse Spark 1.1
SpaceXAI: Grok 4.6 vs Qwen: Qwen3.8 Max
SpaceXAI: Grok 4.6 vs Meta: Muse Spark 1.1
Sakana: Sakana Namazu vs Qwen: Qwen3.8 Max
Sakana: Sakana Namazu vs Meta: Muse Spark 1.1