head-to-head

Google: Gemini 4 Carbon (batch) vs Meta: Muse Spark Open

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-12.

Google: Gemini 4 Carbon (batch) Meta: Muse Spark Open
Vendorgooglemeta
Quality Score100100
Benchmark Score98.937.1
Input Price$1.00/M$1.25/M
Output Price$5.00/M$4.25/M
Context Window1,048,5761,048,576
Max Output943,718262,144
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓✓
Benchmark Scores
ai_index99.041.1

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Gemini 4 Carbon (batch) costs $2.25 and Muse Spark Open costs $2.31, so Gemini 4 Carbon (batch) is slightly cheaper for the same work.

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

On our blended benchmark score Gemini 4 Carbon (batch) leads 98.9 to 37.1.

Across the 20 tasks where they differ, Gemini 4 Carbon (batch) scores higher on 18 (SQL Generation, Code Review, Code Completion and others), Muse Spark Open on 2 (JSON Extraction, Bulk Data Labeling).

Gemini 4 Carbon (batch) was released in November 2026 and Muse Spark Open in October 2026.

Pick Gemini 4 Carbon (batch) if you need lower cost, benchmark performance or the stronger all-round task scores.

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?

TaskGoogle: Gemini 4 Carbon (batch)Meta: Muse Spark Open
SQL Generation 145 138
Code Review 150 139
Code Completion 120 119
Code Refactoring 151 142
Bug Fixing 154 143
Unit Test Generation 135 128
Code Documentation 139 134
Regex Writing 128 123
CI/CD Pipelines 131 124
Frontend Component Design 133 126
Data Analysis 138 130
CSV / Spreadsheet Cleanup 137 135
ETL Scripting 141 133
JSON Extraction 122 122
Bulk Data Labeling 120 120
OCR / Document Parsing 135 133
Table Extraction from PDFs 135 133
Long-Document Summarization 153 144
Short-Form Summarization 119 117
Blog Post Writing 133 126

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

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