LLM Comparison

Muse Spark 1.1 vs Gemini 3.1 Pro: benchmark scores, pricing & comparison.

Side-by-side Muse Spark 1.1 vs Gemini 3.1 Pro comparison across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, context window, and AskClash RWT. Green marks the winner on each benchmark.

Open live leaderboardMuse Spark 1.1 model pageGemini 3.1 Pro model page
Rank #6 vs #24AskClash overall scores 77.5 vs 51.9.
Pricing $1.25/$4.25 vs $2.00/$12.0Input and output token prices per 1M tokens when published.
Proprietary vs ProprietaryMeta vs Google.

Muse Spark 1.1 vs Gemini 3.1 Pro benchmark comparison

Green cells highlight the winning model for each metric. Scores are cached from the AskClash LLM leaderboard snapshot.

MetricMuse Spark 1.1Gemini 3.1 Pro
Overall Score77.551.9
Leaderboard Rank#6#24
RWT7.5—
Coding Agent Index—42.7
HLE62.151.4
GPQA—94.3
SWE-bench—80.6
SWE-Pro61.554.2
Terminal-Bench80.068.5
DeepSWE—11.8
OSWorld80.8—
MCP Atlas88.169.2
Finance Agent57.243.0
CharXiv88.480.2
MMMU-Pro—83.9
ARC-AGI 2—77.1
Tau2—99.3
MRCR54.184.9
Input Price (per 1M tokens)$1.25$2.00
Output Price (per 1M tokens)$4.25$12.0
Context Window1M1M
Benchmarks Published916

Muse Spark 1.1 vs Gemini 3.1 Pro head-to-head charts

Muse Spark 1.1 leads 7 and Gemini 3.1 Pro leads 1 of 8 shared benchmarks. Muse Spark 1.1 is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.

Muse Spark 1.1Gemini 3.1 Pro
Overall
77.5Muse Spark 1.1
51.9Gemini 3.1 Pro
HLE
62.1Muse Spark 1.1
51.4Gemini 3.1 Pro
SWE-Pro
61.5Muse Spark 1.1
54.2Gemini 3.1 Pro
Terminal-Bench
80.0Muse Spark 1.1
68.5Gemini 3.1 Pro
MCP Atlas
88.1Muse Spark 1.1
69.2Gemini 3.1 Pro
Finance Agent
57.2Muse Spark 1.1
43.0Gemini 3.1 Pro
CharXiv
88.4Muse Spark 1.1
80.2Gemini 3.1 Pro
MRCR
54.1Muse Spark 1.1
84.9Gemini 3.1 Pro
Muse Spark 1.1
Input$1.25
Output$4.25
Workload$2.10
Context1M
Gemini 3.1 Pro
Input$2.00
Output$12.0
Workload$4.40
Context1M

Workload = published cost of 1M input + 200K output tokens. Open the live leaderboard for interactive compare charts.

More Muse Spark 1.1 and Gemini 3.1 Pro comparisons

Explore how Muse Spark 1.1 and Gemini 3.1 Pro stack up against other top-ranked LLMs.

Claude Fable 5 vs Muse Spark 1.1Claude Fable 5 vs Gemini 3.1 ProGPT-5.6 Sol vs Muse Spark 1.1GPT-5.6 Sol vs Gemini 3.1 ProKimi K3 vs Muse Spark 1.1Kimi K3 vs Gemini 3.1 ProClaude Opus 4.8 vs Muse Spark 1.1Claude Opus 4.8 vs Gemini 3.1 ProGrok 4.5 vs Muse Spark 1.1Grok 4.5 vs Gemini 3.1 Pro

How to read this comparison

Benchmark scores

Higher is better for all benchmark scores (SWE-bench, GPQA, HLE, Terminal-Bench, etc.). Green marks the model with the higher score.

Token pricing

Lower is better for input and output prices. Green marks the cheaper model per 1M tokens.

Coverage matters

Models with fewer disclosed benchmark cells may have inflated percentile scores. Check the benchmark cell count for context.

This comparison page is generated from the AskClash LLM leaderboard cache. Open the live leaderboard for real-time scores and interactive filtering.