head-to-head

Qwen: Qwen3.8 27B vs Meta: Muse Spark 1.2

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-16.

Qwen: Qwen3.8 27B Meta: Muse Spark 1.2
Vendorqwenmeta
Quality Score100100
Benchmark Score-92.4
Input Price$0.45/M$1.25/M
Output Price$3.20/M$4.25/M
Context Window262,1441,048,576
Max Output131,072-
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio-
Benchmark Scores
ai_index-93.7
ai_index_agentic-81.4
ai_index_coding-100.0

Who wins by task?

TaskQwen: Qwen3.8 27BMeta: Muse Spark 1.2
SQL Generation 130 173
Code Review 126 168
Code Completion 128 120
Code Refactoring 127 165
Bug Fixing 130 182
Unit Test Generation 121 155
Code Documentation 125 143
Regex Writing 119 137
CI/CD Pipelines 117 145
Frontend Component Design 122 147
Data Analysis 124 173
CSV / Spreadsheet Cleanup 128 154
ETL Scripting 122 155
JSON Extraction 131 140
Bulk Data Labeling 128 126
OCR / Document Parsing 128 147
Table Extraction from PDFs 128 147
Long-Document Summarization 129 161
Short-Form Summarization 123 124
Blog Post Writing 118 141

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

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