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Grok 4.5 vs Muse Wonder

Grok 4.5 and Muse Wonder are closely matched at 45.5 and 49.3 on the LLM Stats Score.

xAI · Meta · Updated for 2026

Which is better?

Grok 4.5 and Muse Wonder are closely matched on the overall LLM Stats Score at 45.5 and 49.3.

The models split the 4 individual benchmarks reported for both models evenly.

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

Choose Grok 4.5

  • you want predictable pricing at $2.00/M input and $6.00/M output

Choose Muse Wonder

  • your work emphasizes coding and agents — it leads those capability indexes
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Core performance indexes
45.5
#41
49.3
#24
44.8
#43
37.8
#82
32.0
#50
38.4
#21
30.2
#45
37.2
#17
Cost, coverage & limits
Benchmark wins
2 of 4
2 of 4
Input price
$2.00 / M
— / M
Output price
$6.00 / M
— / M
Context window
500,000
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Grok 4.5
Muse Wonder
22.5#56
19.2#74
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

15 reported for Grok 4.5 · 16 for Muse Wonder

4 shared

Grok 4.5 outperforms in 2 benchmarks (Artificial Analysis, AutomationBench-AA), while Muse Wonder is better at 2 benchmarks (DeepSWE 1.1, SWE-Marathon).

Both models are evenly matched across the benchmarks.

Fri Oct 23 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Grok 4.5 specifies input context (500,000 tokens).

xAI
Grok 4.5
Input500,000 tokens
Output- tokens
Meta
Muse Wonder
Input- tokens
Output- tokens
Fri Oct 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Grok 4.5 and Muse Wonder support multimodal inputs.

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

Grok 4.5

Text
Images
Audio
Video

Muse Wonder

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.

Grok 4.5

Proprietary

Closed source

Muse Wonder

Proprietary

Closed source

Release Timeline

When each model was launched

Grok 4.5 was released on 2026-07-16, while Muse Wonder was released on 2026-10-12.

Muse Wonder is 3 months newer than Grok 4.5.

Grok 4.5

Jul 16, 2026

3 months ago

Muse Wonder

Oct 12, 2026

1 weeks ago

2mo newer

Knowledge Cutoff

When training data ends

Grok 4.5 has a documented knowledge cutoff of 2026-02-01, while Muse Wonder's cutoff date is not specified.

We can confirm Grok 4.5's training data extends to 2026-02-01, but cannot make a direct comparison without Muse Wonder's cutoff date.

Grok 4.5

Feb 2026

Muse Wonder

—

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Grok 4.5 and Muse Wonder side-by-side, then vote on the output you prefer.

Grok 4.5
✓ Preferred
Muse Wonder
Open in Playground

FAQ

Common questions about Grok 4.5 vs Muse Wonder.

Which is better, Grok 4.5 or Muse Wonder?

Grok 4.5 and Muse Wonder are closely matched on the LLM Stats Score at 45.5 and 49.3. Grok 4.5 is made by xAI and Muse Wonder is made by Meta. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Grok 4.5 compare to Muse Wonder in benchmarks?

Grok 4.5 scores GPQA: 93.0%, Terminal-Bench 2.1: 83.3%, SWE-Bench Pro: 64.7%, AA-Omniscience Index: 63.0%, DeepSWE 1.0: 62.0%. Muse Wonder scores MemoryBench: 85.6%, DeepSWE 1.1: 78.8%, OSWorld 2.1 (partial): 72.6%, JobBench: 70.5%, HealthBench Professional: 60.5%.

What are the context window sizes for Grok 4.5 and Muse Wonder?

Grok 4.5 supports 500K tokens and Muse Wonder 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 Grok 4.5 and Muse Wonder?

Key differences include LLM Stats Score (45.5 vs 49.3). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok 4.5 and Muse Wonder?

Grok 4.5 is developed by xAI and Muse Wonder is developed by Meta.