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Muse Spark 1.1 vs Gemma 3 12B

At a glance

Meta's multimodal reasoning model built for agentic work and real-world coding.

1.0M ctx$1.25/$4.25 per M

Mid-size open multimodal model balancing capability and efficiency.

131K ctx$0.05/$0.15 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Provider·OpenRouter· as of 2026-07-16
Reasoning & Knowledge
Expert-Level52.2%
Agentic
Terminal Tasks80.0%
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper96%
Reasoning & Knowledge
Expert-Level—
Agentic
Terminal Tasks—
Specs
1.0M
Context
16K
Max output
Jul 2026
Released
131K
Context
16K
Max output
Mar 2025
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$1.25/M tokens
Output$4.25/M tokens
Cache read$0.15/M tokens
Web search$0.003/search
Live pricing, shown before you run
Input96%$0.05/M tokens
Output96%$0.15/M tokens
Chat with Muse Spark 1.1Go to model
Chat with Gemma 3 12BGo to model
Frequently Asked Questions: Muse Spark 1.1 vs Gemma 3 12B▼

Which is better, Muse Spark 1.1 or Gemma 3 12B?

▼

Both Muse Spark 1.1 and Gemma 3 12B are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, Muse Spark 1.1 or Gemma 3 12B?

▼

Gemma 3 12B has a lower blended cost. Muse Spark 1.1: $1.25 input / $4.25 output. Gemma 3 12B: $0.05 input / $0.15 output.

Which has a larger context window, Muse Spark 1.1 or Gemma 3 12B?

▼

Muse Spark 1.1 has a larger context window: Muse Spark 1.1 supports 1M tokens vs Gemma 3 12B at 131K tokens.

Do both Muse Spark 1.1 and Gemma 3 12B support vision?

▼

Yes, both Muse Spark 1.1 and Gemma 3 12B support vision/image input.

What are the key differences between Muse Spark 1.1 and Gemma 3 12B?

▼

Key differences: Gemma 3 12B is significantly cheaper; only Muse Spark 1.1 offers extended reasoning mode. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Muse Spark 1.1 and Gemma 3 12B for free on idapt.app to see which performs better for your specific needs.

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