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23Open weightsProvisional score

Llama 4 Maverick

Llama 4 Maverick

The open-weights default: good enough, cheap to serve, supported everywhere.

Updated

Llama 4 Maverick

The read

Maverick is the mixture-of-experts middle of Llama 4 and the model most self-hosting teams land on. It is multimodal, it activates a small fraction of its parameters per token so it serves affordably, and every inference server, quantisation format and fine-tuning toolkit supports it on day one. That ecosystem, rather than the benchmarks, is the reason to pick it.

Where it shines

  • Supported by every serving stack and quantisation tool that matters
  • Mixture-of-experts design keeps serving costs down
  • Largest fine-tuning community of any open family

Worth knowing first

  • Chinese open-weights rivals now beat it on most benchmarks
  • The community licence carries a user-count threshold

Index score

80.4

Provisional. This score is read from the product's public capability, not from the one-prompt rebuild the fully reviewed entries went through, so treat it as a placing rather than a verdict.

Craft73
Speed84
Control92
Value90
Rank
23 of 53
Builds
LLMs
Category
Open weights
Output
Downloadable weights under Meta's community licence
Pricing
Free tier
Best for
Self-hosting a capable multimodal model affordably

Scores are our own editorial judgement, weighted craft 55, speed 10, control 15 and value 20.