head-to-head

Google: Gemini 3.8 Flash vs Meta: Muse Spark 1.2

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-04.

Google: Gemini 3.8 Flash Meta: Muse Spark 1.2
Vendorgooglemeta
Quality Score100100
Benchmark Score93.491.8
Input Price$0.75/M$1.25/M
Output Price$3.75/M$4.25/M
Context Window1,048,5761,048,576
Max Output65,536943,718
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio
Benchmark Scores
ai_index96.893.7
ai_index_agentic82.581.4
ai_index_coding100.0100.0

Who wins by task?

TaskGoogle: Gemini 3.8 FlashMeta: Muse Spark 1.2
SQL Generation 173 173
Code Review 169 168
Code Completion 133 120
Code Refactoring 166 165
Bug Fixing 183 182
Unit Test Generation 156 155
Code Documentation 144 143
Regex Writing 137 137
CI/CD Pipelines 146 145
Frontend Component Design 148 147
Data Analysis 173 173
CSV / Spreadsheet Cleanup 154 154
ETL Scripting 156 155
JSON Extraction 148 140
Bulk Data Labeling 134 126
OCR / Document Parsing 147 147
Table Extraction from PDFs 147 147
Long-Document Summarization 162 161
Short-Form Summarization 132 124
Blog Post Writing 142 141

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

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