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Meta: Muse Spark 1.3 Contributor vs Google: Gemini 3.8 Flash (batch)

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

Meta: Muse Spark 1.3 Contributor Google: Gemini 3.8 Flash (batch)
Vendormetagoogle
Quality Score100100
Benchmark Score-93.4
Input Price$0.10/M$0.38/M
Output Price$0.20/M$1.88/M
Context Window1,048,5761,048,576
Max Output943,71865,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓✓
Benchmark Scores
ai_index-96.8
ai_index_agentic-82.5
ai_index_coding-100.0

Who wins by task?

TaskMeta: Muse Spark 1.3 ContributorGoogle: Gemini 3.8 Flash (batch)
SQL Generation 134 173
Code Review 132 169
Code Completion 131 133
Code Refactoring 136 166
Bug Fixing 136 183
Unit Test Generation 124 156
Code Documentation 131 144
Regex Writing 119 138
CI/CD Pipelines 120 146
Frontend Component Design 122 148
Data Analysis 124 173
CSV / Spreadsheet Cleanup 134 155
ETL Scripting 128 156
JSON Extraction 131 149
Bulk Data Labeling 129 135
OCR / Document Parsing 131 147
Table Extraction from PDFs 131 147
Long-Document Summarization 138 162
Short-Form Summarization 123 132
Blog Post Writing 122 142

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

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