Meta’s next models: Avocado & Mango

# Meta’s next models: Avocado and Mango point to a more selective kind of openness Meta is reportedly preparing two new frontier artificial intelligence models, internally codenamed Avocado and Mango, and the striking part is not just the names. The bigger shift is that Meta appears to be planning both closed and partially open releases of the same generation of models, which would let it keep some capabilities behind a gate while still putting other parts into public hands. (techzine.eu, siliconangle.com) That matters because Meta built much of its recent artificial intelligence reputation on the opposite idea. Its Llama family helped make Meta the highest-profile big company arguing that powerful models should be widely shared with developers, startups, and researchers rather than kept entirely inside a paid application programming interface. (forbes.com, ascendeducation.com) A model release can be “open” in more than one way, and that is where this story sits. In practice, companies can share model weights, developer tools, or limited versions while holding back the most commercially valuable or safety-sensitive features, so “partially open-source” often means access is real but incomplete. (techzine.eu, msn.com) According to reports published on April 6 and April 8, 2026, Meta intends to release open versions of Avocado and Mango eventually, but not with every capability included. The omitted pieces are reportedly tied to both safety concerns and competitive advantage, which is a familiar tradeoff for labs trying to look open without giving away their full edge. (siliconangle.com, techzine.eu, msn.com) The reports also suggest Meta itself does not expect these new models to dominate every benchmark. Instead, the company reportedly believes they will have specific strengths that are especially useful in consumer products, which hints at a product strategy built around everyday use inside Meta’s own apps rather than a pure race for leaderboard supremacy. (siliconangle.com) That consumer angle is important. Meta’s public artificial intelligence messaging has increasingly centered on personal superintelligence and on tools that help people create, connect, and navigate daily digital life, rather than on enterprise software alone. (meta.com, socialsamosa.com) If that framing holds, Avocado and Mango may show up first as features people notice in products they already use. Instead of debuting mainly as a model that outside developers rent through an application programming interface, the new systems could arrive through faster upgrades to assistants, creation tools, recommendation features, and media workflows across Meta’s consumer platforms. (socialsamosa.com, siliconangle.com) This would also fit the company structure Meta put in place last year. On June 30, 2025, Mark Zuckerberg announced Meta Superintelligence Labs, a reorganized artificial intelligence unit led in part by Alexandr Wang, with the goal of concentrating the company’s top artificial intelligence efforts in one place. (cnbc.com, techcrunch.com) The Avocado and Mango models are widely described as the first major outputs of that new structure. That gives them extra weight inside Meta, because they are not just another model refresh; they are an early test of whether the company’s reorganization can turn research spending and hiring into products that people actually use. (socialsamosa.com, siliconangle.com) There is also a strategic balancing act here. Full openness helped Meta win developer mindshare with Llama, but full openness can also make it easier for rivals to copy techniques, fine-tune releases, and compete on top of Meta’s work; a hybrid model tries to preserve the ecosystem benefits without handing over everything. (forbes.com, techzine.eu) For developers, that could produce a mixed outcome. Some version of Avocado or Mango may still be available to download, test, or build on, but the most powerful multimodal, safety-tuned, or product-specific features could remain accessible only through Meta-controlled services. (techzine.eu, msn.com) For users, the trade may be simpler: better features sooner, but less transparency about the full system behind them. A closed or partly closed release gives Meta more control over rollout speed, safety filters, monetization, and integration across Facebook, Instagram, WhatsApp, and its broader consumer software stack. That last point is an inference from Meta’s consumer-first positioning and the reported plan to keep some capabilities gated. (meta.com, socialsamosa.com, techzine.eu) The clearest read on Avocado and Mango, as of April 8, 2026, is that Meta is not abandoning openness so much as redefining it. The company still appears to want the distribution and goodwill that come with public releases, but it also wants the tighter control that comes with keeping its most valuable capabilities inside the fence. (techzine.eu, siliconangle.com, forbes.com)