Llama: models, licensing and self-hosting

Llama includes models with downloadable weights. Evaluate the exact version’s license together with hosting and operating costs.

2026-09-166 min
Illustration: Abstract open model weights: lattice of detachable glass cubes

Models and use

The official catalog lists Llama 4 Scout and Maverick alongside earlier generations. Self-hosting and third-party APIs differ in hardware, context limits and data handling. Record version, quantization and usable context; a stated maximum does not establish output quality.

License and EU rule

The Llama 4 Community License includes license distribution and attribution requirements for applicable redistribution. Its separate licensing rule applies above 700 million monthly active users as defined in the agreement. The Use Policy also excludes EU-domiciled individuals and companies with their principal place of business in the EU from the multimodal Llama 4 rights grant; end users of integrated products are excepted. Do not apply that rule to every Llama version.

Costs and operations

Royalty-free licensing does not provide free infrastructure. Budget GPU, memory, utilization, maintenance and security updates, or the chosen host’s API charges. Self-hosting enables your own controls but guarantees neither privacy compliance nor absence of data transfers. Review logs, telemetry, backups, permissions and external integrations.

Your practical evaluation

Sources checked 16 September 2026. Editorial guide without our own benchmark score. Linked reports may have different review dates.

  • Record the model version, license and Use Policy together; check location and intended use.
  • Set up a limited test environment using approved sample data.
  • Measure quality, latency, memory and cost under realistic concurrent load.
  • Define data flows, updates, recovery and operational responsibility before production.

Related reports

Sources checked 16 September 2026. Editorial guide without our own benchmark score. Linked reports may have different review dates.

Official sources

Sources checked 16 September 2026. Editorial guide without our own benchmark score. Linked reports may have different review dates.

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