Wix-owned vibe coding platform Base44 has started rolling out its own AI model — with hopes that it will eventually outperform frontier models.
The rapid commoditization of frontier AI models and increasing costs for external inference are pushing AI product companies to develop proprietary models for defensibility and cost control.
This move highlights a growing trend among AI-reliant companies to internalize AI model development, seeking competitive advantages and reducing reliance on external providers.
Companies that previously integrated third-party AI models are now investing in their own foundational AI capabilities, creating new competitive dynamics in the AI landscape.
- · Base44
- · Companies with strong R&D capabilities
- · Talent specializing in AI model development
- · Frontier model providers (long term, for specific use cases)
- · AI integration platforms (if they don't develop proprietary models)
Base44 gains greater control over its 'vibe coding' AI features and potentially reduces operational costs.
Other companies within specific niches might follow suit, leading to a broader fragmentation of specialized AI models.
This could accelerate a market where specialized, smaller models outperform generalist frontier models for specific tasks, leading to more niche AI development.
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Read at TechCrunch — AI