Notion disables Claude Opus over performance

Hot Take: The temporary removal of Claude Opus 4.7 and 4.8 highlights the challenges of productionizing heavyweight frontier models, where latency and reliability bottlenecks often outweigh incremental intelligence gains.

• –High-compute models like Opus require sophisticated parameter tuning and effort controls to perform consistently under high-traffic user conditions.
• –Notion's multi-model architecture saved it from a complete service outage, demonstrating the necessity of robust fallback strategies to alternative model providers.
• –LLM providers must prioritize speed and cost predictability alongside raw benchmarks, as enterprises will quickly deprecate unstable models to protect the user experience.