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Meta: Muse Spark 1.2 vs Google: Gemini 3.1 Flash Lite

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-06.

Meta: Muse Spark 1.2 Google: Gemini 3.1 Flash Lite
Vendormetagoogle
Quality Score100100
Benchmark Score90.9-
Input Price$1.25/M$0.25/M
Output Price$4.25/M$1.50/M
Context Window1,048,5761,048,576
Max Output-65,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓✓
Benchmark Scores
ai_index89.2-
ai_index_agentic77.2-
ai_index_coding100.0-

Who wins by task?

TaskMeta: Muse Spark 1.2Google: Gemini 3.1 Flash Lite
SQL Generation 172 133
Code Review 167 132
Code Completion 120 131
Code Refactoring 164 136
Bug Fixing 181 136
Unit Test Generation 154 124
Code Documentation 143 131
Regex Writing 136 119
CI/CD Pipelines 145 120
Frontend Component Design 147 122
Data Analysis 171 124
CSV / Spreadsheet Cleanup 154 133
ETL Scripting 154 128
JSON Extraction 140 131
Bulk Data Labeling 126 129
OCR / Document Parsing 147 131
Table Extraction from PDFs 147 131
Long-Document Summarization 160 137
Blog Post Writing 140 121

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

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