Compare · ModelsLive · 2 picked · head to head
Gemini 3 Flash Preview vs Muse Spark
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
Muse Spark wins on 6/8 benchmarks
Muse Spark wins 6 of 8 shared benchmarks. Leads in speed · math · knowledge.
Category leads
speed·Muse Sparkmath·Muse Sparkknowledge·Muse Spark
Hype vs Reality
Attention vs performance
Gemini 3 Flash Preview
#98 by perf·no signal
Muse Spark
#47 by perf·no signal
Best value
Gemini 3 Flash Preview
Gemini 3 Flash Preview
28.1 pts/$
$1.75/M
Muse Spark
—
no price
Vendor risk
Who is behind the model
Google DeepMind
$4.00T·Tier 1
U
Unknown
private · undisclosed
Head to head
8 benchmarks · 2 models
Gemini 3 Flash PreviewMuse Spark
Artificial Analysis · Agentic Index
Muse Spark leads by +12.3
Artificial Analysis Agentic Index · a composite score measuring how well a model performs in agentic workflows · multi-step tool use, planning, error recovery, and autonomous task completion. Aggregates results from multiple agentic benchmarks including SWE-bench, tool-use tests, and planning evaluations. The canonical single-number metric for "how good is this model as an agent?"
Gemini 3 Flash Preview
49.7
Muse Spark
62.0
Artificial Analysis · Coding Index
Muse Spark leads by +4.9
Artificial Analysis Coding Index · a composite score that aggregates performance across multiple coding benchmarks into a single index. Tracks code generation quality, debugging ability, multi-language competence, and real-world software engineering tasks. Used by Artificial Analysis to rank model coding capability in a normalized, comparable format. Useful for developers choosing between models for coding-heavy workloads.
Gemini 3 Flash Preview
42.6
Muse Spark
47.5
Artificial Analysis · Quality Index
Muse Spark leads by +5.7
Gemini 3 Flash Preview
46.4
Muse Spark
52.1
FrontierMath-2025-02-28-Private
Muse Spark leads by +3.4
FrontierMath (Feb 2025) · original research-level math problems created by mathematicians, testing capabilities at the boundary of current AI mathematical reasoning.
Gemini 3 Flash Preview
35.6
Muse Spark
39.0
FrontierMath-Tier-4-2025-07-01-Private
Muse Spark leads by +10.4
FrontierMath Tier 4 (Jul 2025) · the most challenging tier of frontier mathematics, containing problems that push the absolute limits of AI mathematical reasoning.
Gemini 3 Flash Preview
4.2
Muse Spark
14.6
GPQA diamond
Muse Spark leads by +8.8
Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs.
Gemini 3 Flash Preview
77.6
Muse Spark
86.4
OTIS Mock AIME 2024-2025
Gemini 3 Flash Preview leads by +3.9
OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills.
Gemini 3 Flash Preview
92.8
Muse Spark
88.9
SimpleQA Verified
Gemini 3 Flash Preview leads by +1.1
SimpleQA Verified · short factual questions with verified answers, measuring factual accuracy and the tendency to hallucinate or provide incorrect information.
Gemini 3 Flash Preview
67.4
Muse Spark
66.3
Full benchmark table
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
Artificial Analysis · Agentic Index Artificial Analysis Agentic Index · a composite score measuring how well a model performs in agentic workflows · multi-step tool use, planning, error recovery, and autonomous task completion. Aggregates results from multiple agentic benchmarks including SWE-bench, tool-use tests, and planning evaluations. The canonical single-number metric for "how good is this model as an agent?" | 49.7 | 62.0 |
Artificial Analysis · Coding Index Artificial Analysis Coding Index · a composite score that aggregates performance across multiple coding benchmarks into a single index. Tracks code generation quality, debugging ability, multi-language competence, and real-world software engineering tasks. Used by Artificial Analysis to rank model coding capability in a normalized, comparable format. Useful for developers choosing between models for coding-heavy workloads. | 42.6 | 47.5 |
Artificial Analysis · Quality Index | 46.4 | 52.1 |
FrontierMath-2025-02-28-Private FrontierMath (Feb 2025) · original research-level math problems created by mathematicians, testing capabilities at the boundary of current AI mathematical reasoning. | 35.6 | 39.0 |
FrontierMath-Tier-4-2025-07-01-Private FrontierMath Tier 4 (Jul 2025) · the most challenging tier of frontier mathematics, containing problems that push the absolute limits of AI mathematical reasoning. | 4.2 | 14.6 |
GPQA diamond Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs. | 77.6 | 86.4 |
OTIS Mock AIME 2024-2025 OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills. | 92.8 | 88.9 |
SimpleQA Verified SimpleQA Verified · short factual questions with verified answers, measuring factual accuracy and the tendency to hallucinate or provide incorrect information. | 67.4 | 66.3 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| $0.50 | $3.00 | 1.0M tokens (~524 books) | $11.25 | |
U Muse Spark | — | — | — | — |