head-to-head

Qwen: Qwen3.7 Flash vs Meta: Muse Spark 1.1

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-07-28.

Qwen: Qwen3.7 Flash Meta: Muse Spark 1.1
Vendorqwenmeta
Quality Score100100
Benchmark Score-83.6
Input Price$0.03/M$1.25/M
Output Price$0.13/M$4.25/M
Context Window1,000,0001,048,576
Max Output65,536-
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: Qwen3.7 FlashMeta: Muse Spark 1.1
SQL Generation 134 169
Code Review 132 165
Code Completion 132 120
Code Refactoring 136 162
Bug Fixing 136 176
Unit Test Generation 124 153
Code Documentation 132 142
Regex Writing 120 135
CI/CD Pipelines 120 143
Frontend Component Design 122 145
Data Analysis 124 167
CSV / Spreadsheet Cleanup 134 153
ETL Scripting 128 153
JSON Extraction 132 139
Bulk Data Labeling 130 126
OCR / Document Parsing 131 146
Table Extraction from PDFs 131 146
Long-Document Summarization 138 158
Short-Form Summarization 124 122
Blog Post Writing 122 139

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

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