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Gemma 3 12B vs Muse Wonder Full

Muse Wonder Full leads the LLM Stats Score 52.1 to 5.5.

Google · Meta · Updated for 2026

Which is better?

Muse Wonder Full leads the overall LLM Stats Score 52.1 to 5.5, ranking #13 overall.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Gemma 3 12B

  • you need open weights you can self-host or fine-tune

Choose Muse Wonder Full

  • overall performance matters — it scores 52.1 and ranks #13 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Gemma 3 12B
Google
Muse Wonder Full
Meta
Core performance indexes
LLM Stats Score
5.5
#311
52.1
#13
Reasoning
5.9
#305
38.4
#71
Coding
2.8
#236
41.5
#8
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.05 / M
— / M
Output price
$0.15 / M
— / M
Context window
131,072
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Gemma 3 12B
Muse Wonder Full
Vision
-4.4#211
31.7#28
Multimodal
-2.0#171
31.8#25
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

26 reported for Gemma 3 12B · 16 for Muse Wonder Full

No common benchmarks found

Gemma 3 12B and Muse Wonder Fulldon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Gemma 3 12B specifies input context (131,072 tokens). Only Gemma 3 12B specifies output context (131,072 tokens).

Google
Gemma 3 12B
Input131,072 tokens
Output131,072 tokens
Meta
Muse Wonder Full
Input- tokens
Output- tokens
Tue Oct 13 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Gemma 3 12B and Muse Wonder Full support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Gemma 3 12B

Text
Images
Audio
Video

Muse Wonder Full

Text
Images
Audio
Video

License

Usage and distribution terms

Gemma 3 12B is licensed under Gemma, while Muse Wonder Full uses a proprietary license.

License differences may affect how you can use these models in commercial or open-source projects.

Gemma 3 12B

Gemma

Open weights

Muse Wonder Full

Proprietary

Closed source

Release Timeline

When each model was launched

Gemma 3 12B was released on 2025-03-12, while Muse Wonder Full was released on 2026-10-12.

Muse Wonder Full is 19 months newer than Gemma 3 12B.

Gemma 3 12B

Mar 12, 2025

1.6 years ago

Muse Wonder Full

Oct 12, 2026

0 days ago

1.6yr newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Gemma 3 12B and Muse Wonder Full side-by-side, then vote on the output you prefer.

Gemma 3 12B
✓ Preferred
Muse Wonder Full
Open in Playground

FAQ

Common questions about Gemma 3 12B vs Muse Wonder Full.

Which is better, Gemma 3 12B or Muse Wonder Full?

Muse Wonder Full leads the LLM Stats Score 52.1 to 5.5. Gemma 3 12B is made by Google and Muse Wonder Full is made by Meta. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Gemma 3 12B compare to Muse Wonder Full in benchmarks?

Gemma 3 12B scores GSM8k: 94.4%, IFEval: 88.9%, DocVQA: 87.1%, BIG-Bench Hard: 85.7%, HumanEval: 85.4%. Muse Wonder Full scores MemoryBench: 85.5%, DeepSWE 1.1: 79.0%, OSWorld 2.1 (partial): 78.4%, JobBench: 75.3%, HealthBench Professional: 62.3%.

What are the context window sizes for Gemma 3 12B and Muse Wonder Full?

Gemma 3 12B supports 131K tokens and Muse Wonder Full supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemma 3 12B and Muse Wonder Full?

Key differences include LLM Stats Score (5.5 vs 52.1), licensing (Gemma vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemma 3 12B and Muse Wonder Full?

Gemma 3 12B is developed by Google and Muse Wonder Full is developed by Meta.

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