In June 2025, Meta invested approximately $14.3 billion for a 49% non-voting stake in Scale AI and brought founder Alexandr Wang to Menlo Park to lead Meta Superintelligence Labs, giving it direct control over one of the largest data-labeling pipelines in the industry. This partnership, combined with aggressive recruiting of top researchers from OpenAI, Google DeepMind, and Anthropic, positions Meta to close the gap with frontier model leaders.

However, the partnership has shown early strain: Scale AI executives departed quickly, TBD Labs began using competing vendors Surge and Mercor, and OpenAI and Google dropped Scale AI as a client. Meta's Llama 4 underperformed in early 2025, and its new Avocado frontier model faced delays, with reports suggesting Meta may temporarily license Gemini. The shift from fully open-source to hybrid closed-open releases risks alienating the developer community that helped popularize Llama.

Meta faces intensifying competition from short-form video platforms like TikTok and YouTube Shorts. Apple app tracking transparency changes reduced Meta ad targeting capabilities by an estimated $10 billion annually.

The company operates under significant regulatory pressure including antitrust lawsuits from the US Federal Trade Commission and record GDPR fines in Europe. Meta has faced controversies over content moderation and mental health impacts on teens. Its Reality Labs division posted $19 billion in operating losses in 2025, reflecting high metaverse investment costs.

As of May 2026, Meta is rolling out paid premium subscription tiers across WhatsApp, Instagram, and Facebook under the Meta One brand, piloting in Saudi Arabia, Morocco, Thailand, and Bangladesh. The tiers include WhatsApp Plus ($2.99/month for consumers), Meta One Essential ($14.99/month for businesses and creators), and Meta One Advanced ($49.99/month), offering verified badges, reduced ads, analytics dashboards, and ranking boosts.

This represents a strategic pivot from pure ad-supported revenue toward hybrid consumer and business subscription models. While creator subscription tools already existed, the new consumer premium tier and business plans could diversify revenue amid regulatory pressure on ad targeting and AI-driven competition for user attention. Early global rollout timing remains uncertain, and uptake will depend on whether users perceive sufficient value in premium features beyond the free core experience.

Meta generates approximately 98 percent of its revenue from digital advertising sold across its Family of Apps. Advertisers purchase impressions and clicks through self-serve and managed service channels, with pricing determined by auction dynamics and audience targeting precision.

In 2025 and 2026, Meta began diversifying into consumer and business subscription models. The company introduced Meta One premium tiers across WhatsApp, Instagram, and Facebook, including WhatsApp Plus at $2.99 per month for consumers and business plans ranging from $14.99 to $49.99 per month. These subscriptions offer verified badges, reduced ads, analytics dashboards, and ranking boosts, representing a strategic pivot beyond pure advertising revenue.

Meta core products span two reportable segments: Family of Apps and Reality Labs. The Family of Apps includes Facebook, Instagram, Messenger, WhatsApp, and Threads, which collectively reach 3.58 billion daily active people. These platforms generate revenue primarily through targeted digital advertising.

Reality Labs encompasses Meta virtual and augmented reality initiatives, including Meta Quest headsets, Ray-Ban Meta smart glasses, and the Orion AR glasses project. Meta also develops artificial intelligence products including the Meta AI assistant and open Llama large language models. In 2025, Family of Apps generated $198.8 billion in revenue while Reality Labs recorded $2.2 billion.