picksbymodel Get API access →
head-to-head

Qwen: Qwen3.8 Flash vs Meta: Muse Spark 1.1

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-27.

Qwen: Qwen3.8 Flash Meta: Muse Spark 1.1
Vendorqwenmeta
Quality Score100100
Benchmark Score-85.2
Input Price$0.16/M$1.25/M
Output Price$0.47/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_index-87.8
ai_index_agentic-65.6
ai_index_coding-100.0

Who wins by task?

TaskQwen: Qwen3.8 FlashMeta: Muse Spark 1.1
SQL Generation 133 170
Code Review 132 166
Code Completion 131 120
Code Refactoring 136 163
Bug Fixing 136 178
Unit Test Generation 124 153
Code Documentation 131 142
Regex Writing 119 135
CI/CD Pipelines 120 144
Frontend Component Design 122 146
Data Analysis 124 168
CSV / Spreadsheet Cleanup 133 153
ETL Scripting 128 153
JSON Extraction 131 139
Bulk Data Labeling 129 126
OCR / Document Parsing 131 146
Table Extraction from PDFs 131 146
Long-Document Summarization 137 159
Short-Form Summarization 123 123
Blog Post Writing 121 139

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

Related comparisons

Qwen: Qwen3.8 Flash vs Z.ai: GLM 5.3 Flash Qwen: Qwen3.8 Flash vs Meta: Muse Spark 1.2 Contributor Qwen: Qwen3.8 Flash vs DeepSeek: DeepSeek V4 Flash Vision Exp Qwen: Qwen3.8 Flash vs Qwen: Qwen3.8 27B Qwen: Qwen3.8 Flash vs Google: Gemini 3.7 Flash Qwen: Qwen3.8 Flash vs Google: Gemini 3.7 Flash (batch) Qwen: Qwen3.8 Flash vs ByteDance Seed: Seed 2.1 Turbo Qwen: Qwen3.8 Flash vs ByteDance Seed: Seed-2.0-Code