Gemini 3.1 Pro vs Muse Spark 1.1
Side-by-side benchmark comparison across coding, math, reasoning, speed, and pricing.
Muse Spark 1.1 by Meta wins on 8 of 9 benchmarks against Gemini 3.1 Pro by Google, which leads on 0. This head-to-head comparison covers coding, math, reasoning, speed, and pricing metrics from our benchmark data.
Category-by-Category Breakdown
General Intelligence: In general intelligence, Muse Spark 1.1 scores 34.3 on AA Intelligence Index compared to Gemini 3.1 Pro's 30.4.
Coding: In coding, Muse Spark 1.1 scores 71.3 on AA Coding Index compared to Gemini 3.1 Pro's 68.8, while Muse Spark 1.1 scores 1293 on Design Arena ELO compared to Gemini 3.1 Pro's 1256, while Muse Spark 1.1 scores 1281 on Website Arena ELO compared to Gemini 3.1 Pro's 1246.
Reasoning: In reasoning, Muse Spark 1.1 scores 27.5 on AA Agentic Index compared to Gemini 3.1 Pro's 10.3.
Context: In context, both score 1.0M on Context Length.
Pricing Comparison
Gemini 3.1 Pro costs $2.0/1M input tokens and $12.0/1M output tokens, while Muse Spark 1.1 costs $1.3/1M input and $4.3/1M output. Muse Spark 1.1 is the more affordable option for API usage.
Verdict
Muse Spark 1.1 leads across the board in affordability, making it the stronger overall choice in this comparison.
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Gemini 3.1 Pro vs Muse Spark 1.1 — FAQ
Which is better, Gemini 3.1 Pro or Muse Spark 1.1?
Muse Spark 1.1 wins on more benchmarks overall (8 vs 0). However, the best choice depends on your specific needs — each model excels in different areas.
How does Gemini 3.1 Pro compare to Muse Spark 1.1 for coding?
SWE-bench Verified data is not available for both models. Check the detailed comparison charts above for other coding-related metrics.
Is Gemini 3.1 Pro cheaper than Muse Spark 1.1?
Yes, Muse Spark 1.1 is cheaper. Gemini 3.1 Pro costs $2.0/1M input and $12.0/1M output tokens. Muse Spark 1.1 costs $1.3/1M input and $4.3/1M output tokens.
Which is faster, Gemini 3.1 Pro or Muse Spark 1.1?
Output speed data is not available for both models. Check the speed section of the comparison above for available performance data.
What benchmarks does the Gemini 3.1 Pro vs Muse Spark 1.1 comparison cover?
This comparison covers 9 benchmarks including Input Cost, Output Cost, Context Length, AA Intelligence Index, AA Coding Index, AA Agentic Index, Cached Input Cost, Design Arena ELO, and more. Metrics span general intelligence, coding, math, reasoning, speed, and cost categories.