head-to-head

Meta: Muse Spark 1.3 vs Google: Gemini 3.5 Flash Lite (batch)

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-19.

Meta: Muse Spark 1.3 Google: Gemini 3.5 Flash Lite (batch)
Vendormetagoogle
Quality Score100100
Benchmark Score81.731.8
Input Price$1.25/M$0.15/M
Output Price$4.25/M$1.25/M
Context Window1,048,5761,048,576
Max Output943,71865,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio-✓
Benchmark Scores
ai_index79.436.6

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Gemini 3.5 Flash Lite (batch) costs $0.46 and Muse Spark 1.3 costs $2.31, so Gemini 3.5 Flash Lite (batch) is about 5.0 times cheaper for the same work.

Both read up to 1,048,576 tokens at once, roughly 1,573 pages of text.

Only Gemini 3.5 Flash Lite (batch) offers audio input.

On our blended benchmark score Muse Spark 1.3 leads 81.7 to 31.8.

Across the 20 tasks where they differ, Muse Spark 1.3 scores higher on 16 (SQL Generation, Code Review, Code Refactoring and others), Gemini 3.5 Flash Lite (batch) on 4 (Code Completion, JSON Extraction, Bulk Data Labeling and others).

Muse Spark 1.3 was released in September 2026 and Gemini 3.5 Flash Lite (batch) in July 2026.

Pick Muse Spark 1.3 if you need benchmark performance or the stronger all-round task scores; pick Gemini 3.5 Flash Lite (batch) if you need lower cost or audio input.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskMeta: Muse Spark 1.3Google: Gemini 3.5 Flash Lite (batch)
SQL Generation 143 138
Code Review 147 139
Code Completion 120 132
Code Refactoring 148 141
Bug Fixing 151 143
Unit Test Generation 133 128
Code Documentation 138 135
Regex Writing 126 123
CI/CD Pipelines 129 124
Frontend Component Design 131 126
Data Analysis 135 129
CSV / Spreadsheet Cleanup 136 135
ETL Scripting 139 133
JSON Extraction 122 131
Bulk Data Labeling 120 129
OCR / Document Parsing 135 132
Table Extraction from PDFs 135 132
Long-Document Summarization 150 143
Short-Form Summarization 118 125
Blog Post Writing 131 126

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

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