head-to-head

Qwen: Qwen3.8 Max (0902) vs Meta: Muse Spark 1.2

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-06.

Qwen: Qwen3.8 Max (0902) Meta: Muse Spark 1.2
Vendorqwenmeta
Quality Score100100
Benchmark Score88.685.6
Input Price$2.00/M$1.25/M
Output Price$6.00/M$4.25/M
Context Window1,000,0001,048,576
Max Output131,072943,718
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio-
Benchmark Scores
ai_index77.477.3
ai_index_agentic82.372.9
ai_index_coding100.0100.0

Who wins by task?

TaskQwen: Qwen3.8 Max (0902)Meta: Muse Spark 1.2
SQL Generation 171 169
Code Review 165 165
Code Completion 119 120
Code Refactoring 163 162
Bug Fixing 180 178
Unit Test Generation 153 153
Code Documentation 141 142
Regex Writing 135 135
CI/CD Pipelines 144 143
Frontend Component Design 146 145
Data Analysis 170 168
CSV / Spreadsheet Cleanup 153 153
ETL Scripting 153 152
JSON Extraction 139 140
Bulk Data Labeling 125 126
OCR / Document Parsing 146 146
Table Extraction from PDFs 146 146
Long-Document Summarization 158 158
Short-Form Summarization 122 123
Blog Post Writing 139 139

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

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