Gemini Arena labels are not API pins: eval before you swap models

Gemini Arena can show a Flash-labeled model that feels stronger than the Flash you call from the API. Mid-September 2026 chatter about a Gemini 4 Pro-class checkpoint under an old Flash name is exactl