Developer: Closed and Open Models Barely Differ at the Research Ceiling

Developer tokenbender argues that dropping top closed models in favor of the best open ones would mainly slow execution, not lower the research ceiling, though models still lack intuition—so paying for premium models is mostly about workflow experience.

2026-09-02 ~ 2026-09-02 · 3 related posts

• Dev claims top OSS models match proprietary ones in research ceiling — tokenbender · 2026-09-02
• Developer notes huge intuition gaps in current LLMs despite capabilities — tokenbender · 2026-09-02
• Paying for proprietary models buys ease of work, not higher ceiling — tokenbender · 2026-09-02