[UPDATE] Meta Shifts AI Strategy: Introducing "Avocado" as a Proprietary Frontier Model
In a major strategic pivot, Meta is preparing to launch its next-generation AI model, codenamed "Avocado," moving away from its historically strict open-source doctrine to offer initial closed-source versions.
The News
Axios reports that Meta's "Superintelligence" group, now led by Alexandr Wang, is gearing up to release "Avocado," the highly anticipated successor to the struggling Llama 4 family of models. Significantly, Meta plans to release these as proprietary, closed-source models initially to protect their specifications, manage safety risks, and close the performance gap with industry rivals like OpenAI and Anthropic. While open-source variants are still planned for the future, they will likely be scaled down or stripped of frontier capabilities.
The OPTYX Analysis
This represents a massive concession that the open-source-only route cannot compete efficiently at the absolute frontier of AI development. By keeping the most advanced capabilities proprietary—or heavily redacting them in the eventual open-source versions—Meta is validating the closed-ecosystem approaches of its primary competitors. Following the lackluster performance of Llama 4 and subsequent executive shakeups, this aggressive shift prioritizes speed, efficiency, and commercial viability over idealistic open-source commitments.
AI Platforms Impact
Brands that built their AI infrastructure exclusively on the assumption of free, cutting-edge, open-source Llama models must now prepare for a tiered reality. Enterprise implementations will need to evaluate whether the delayed, nerfed open-source versions of Avocado will suffice for their internal tools, or if they must pivot to licensing Meta's closed-source endpoints or competitor APIs. Flexibility in model orchestration has never been more critical.