Llama 4: replaced zero token prices with null: downloadable weights do not establish free hosted inference or a universal API price
Meta redefines token pricing expectations by clarifying the distinction between open weights and hosted inference.
Replaced zero token prices with null: downloadable weights do not establish free hosted inference or a universal API price — verified by the OnAirToday AI Progress Tracker against Meta's published documentation.
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The OnAirToday AI Progress Tracker recorded a verified change to Meta's Llama 4 (version Scout / Maverick): Replaced zero token prices with null: downloadable weights do not establish free hosted inference or a universal API price.
Meta's Llama 4 Scout and Maverick are downloadable-weight, multimodal mixture-of-experts models; the benchmarks below are Meta's April 2025 Maverick results, including AIME 2024. Live source verification is unavailable in this response, so this is a documentation-based profile rather than confirmation of the current state on 22 September 2026.
What changed in this review:
- Risks and threats updated
Teams building on Llama 4 should confirm limits, pricing and benchmark coverage against the vendor's own documentation before relying on these figures.
The full profile — capabilities, benchmark citations, known flaws and risk guidance — is on the tracker at /ai-models/llama-4.
References:
- https://ai.meta.com/blog/llama-4-multimodal-intelligence/
- https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Instruct
- https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct
Generated insight by OnAirToday AI
The shift from zero-priced token labels to null values signals a strategic move by Meta to decouple open-weights availability from guaranteed free hosted infrastructure. This adjustment clarifies that while models remain accessible for local deployment, commercial API access will likely be subject to evolving economic models.
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