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Muse Wonder Full vs Nova Lite

Muse Wonder Full leads the LLM Stats Score 52.1 to 7.5.

Meta · Amazon · Updated for 2026

Which is better?

Muse Wonder Full leads the overall LLM Stats Score 52.1 to 7.5, ranking #13 overall.

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

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

Choose Nova Lite

  • you want predictable pricing at $0.06/M input and $0.24/M output

At a glance

The differences that matter most.

Muse Wonder Full
Meta
Nova Lite
Amazon
Core performance indexes
LLM Stats Score
52.1
#13
7.5
#303
Reasoning
38.4
#71
7.1
#300
Coding
41.5
#8
5.5
#211
Agents
38.5
#8
4.9
#164
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.06 / M
Output price
— / M
$0.24 / M
Context window
—
300,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Muse Wonder Full
Nova Lite
Vision
31.7#28
1.7#182
Multimodal
31.8#25
4.2#151
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

16 reported for Muse Wonder Full · 27 for Nova Lite

No common benchmarks found

Muse Wonder Full and Nova Litedon'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 Nova Lite specifies input context (300,000 tokens). Only Nova Lite specifies output context (2,048 tokens).

Meta
Muse Wonder Full
Input- tokens
Output- tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Thu Oct 15 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Muse Wonder Full and Nova Lite support multimodal inputs.

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

Muse Wonder Full

Text
Images
Audio
Video

Nova Lite

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Muse Wonder Full

Proprietary

Closed source

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

Muse Wonder Full was released on 2026-10-12, while Nova Lite was released on 2024-11-20.

Muse Wonder Full is 23 months newer than Nova Lite.

Muse Wonder Full

Oct 12, 2026

2 days ago

1.9yr newer
Nova Lite

Nov 20, 2024

1.9 years ago

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 Muse Wonder Full and Nova Lite side-by-side, then vote on the output you prefer.

Muse Wonder Full
✓ Preferred
Nova Lite
Open in Playground

FAQ

Common questions about Muse Wonder Full vs Nova Lite.

Which is better, Muse Wonder Full or Nova Lite?

Muse Wonder Full leads the LLM Stats Score 52.1 to 7.5. Muse Wonder Full is made by Meta and Nova Lite is made by Amazon. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Muse Wonder Full compare to Nova Lite in benchmarks?

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%. Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%.

What are the context window sizes for Muse Wonder Full and Nova Lite?

Muse Wonder Full supports an unknown number of tokens and Nova Lite supports 300K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Muse Wonder Full and Nova Lite?

Key differences include LLM Stats Score (52.1 vs 7.5). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Wonder Full and Nova Lite?

Muse Wonder Full is developed by Meta and Nova Lite is developed by Amazon.

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