AI Rankings

Meta

Muse Wonder

Meta's Muse reasoning model (October 2026) for complex software engineering and long-horizon agent work, offered through the Meta Model API.

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Our editorial assessment, based on the public sources listed below. Last reviewed .

Overall rank
#9
Tier
S
Score
87.7
Main category
Overall

Strengths

  • Built for multi-file changes in real repositories, sub-agent delegation and parallel tool calls
  • 1M-token context with text, image, speech and video input
  • Self-serve access via the Meta Model API and Muse Code plans, including a higher-effort Wonder Full option

Considerations

  • Meta labels the model as a preview, so behavior and pricing may change
  • Weights are proprietary, unlike Meta's earlier Llama releases
  • Fewer API providers than established frontier models

Price

API about $4 input / $20 output per 1M tokens (Meta Model API preview, per Artificial Analysis)

Shown for reference — price is not part of the score.

Score breakdown

Performance
92.0
55% of score
Reputation
78.0
35% of score
Recency
98.0
10% of score

The overall score combines these sub-scores using the weights shown. How we score →

Verification status

Each field carries its own re-verification date. Amber means older than 90 days — treat those figures as stale until re-checked.

Pricing
Benchmark
Reputation
Feature list
source ↗

Checked against the sources listed below.

Sources

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