Rethinking open source
Meta is reportedly developing a new AI model, internally referred to as “Avocado,” that may not follow the company’s recent open-source strategy. Unlike its Llama models, which were released openly to attract developers and researchers, Avocado could be offered under a paid or restricted access model. The move would mark a significant shift in Meta’s AI positioning.
Meta’s open approach helped it regain relevance in the AI conversation after initially lagging competitors. However, the strategy also limited direct monetization. As training costs rise and rivals generate revenue through API access and subscriptions, Meta faces growing pressure to justify its investments. A paid Avocado model would align the company more closely with commercial peers like OpenAI and Anthropic.
Reports suggest that Avocado is designed for higher-end performance and enterprise use cases, potentially differentiating it from Llama’s research-friendly orientation. If confirmed, this would allow Meta to segment its offerings—keeping open models for ecosystem growth while reserving premium capabilities for paying customers. Such a structure mirrors strategies already common in cloud services.
The shift also reflects changing attitudes toward openness as AI becomes more central to competitive advantage. While open models drive adoption, they also enable rivals to benefit from shared progress. A more controlled release gives Meta tighter influence over how its most advanced systems are deployed and monetized.
Industry consequences
For developers and startups, Meta’s potential pivot introduces new uncertainty. Many have built tools and services around the assumption that Meta would continue expanding its open-source portfolio. A move toward paid access could reshape cost structures and planning, particularly for smaller firms.
At the industry level, the development underscores a broader trend: openness is becoming selective rather than absolute. Companies are balancing ecosystem goodwill against commercial sustainability. Avocado, if launched as a paid model, would signal that even the strongest advocates of open AI are reassessing the economics of generosity.
