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 2026-08-04.

Qwen: Qwen3.8 Max Meta: Muse Spark 1.1
Vendorqwenmeta
Quality Score100100
Benchmark Score-83.6
Input Price$2.00/M$1.25/M
Output Price$6.00/M$4.25/M
Context Window1,000,0001,048,576
Max Output131,072-
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio-
Benchmark Scores
ai_index-83.5
ai_index_agentic-61.9
ai_index_coding-100.0

Who wins by task?

TaskQwen: Qwen3.8 MaxMeta: Muse Spark 1.1
SQL Generation 133 169
Code Review 132 165
Code Completion 118 120
Code Refactoring 136 162
Bug Fixing 136 176
Unit Test Generation 124 153
Code Documentation 130 142
Regex Writing 118 135
CI/CD Pipelines 120 143
Frontend Component Design 122 145
Data Analysis 124 167
CSV / Spreadsheet Cleanup 133 153
ETL Scripting 128 153
JSON Extraction 122 139
Bulk Data Labeling 119 126
OCR / Document Parsing 131 146
Table Extraction from PDFs 131 146
Long-Document Summarization 137 158
Short-Form Summarization 114 122
Blog Post Writing 121 139

Scores reflect capability match + benchmark data + pricing for each task. Methodology →

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