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Llama 4 Maverick

Flexible open-weight option with broad community experimentation and strong customization potential.

Overall score
80
open-weightcustomizableself-hosted
Context window
256K
Speed
Balanced
Input pricing
Self-host / variable
Output pricing
Self-host / variable

Score breakdown

Capability84
Use-case fit82
Cost efficiency88
Speed79
Reliability77
Agent readiness75
Ecosystem89

Scores combine benchmark signals, product experience, and editorial weighting. Use them as a practical guide, not an absolute truth claim.

Best for

agent-automationresearch

Works with

self-hosted inferencevector retrievalcustom fine-tuning

Modalities

textimage

Strengths

  • Strong fit for teams that need control and self-hosting
  • Community momentum creates many integration paths

Things to watch

  • Production quality depends heavily on deployment discipline
  • Benchmark strength does not always translate to polished UX

Best for