ryanlstevens12(@ryanlstevens12):Firms are switching AI providers at the highest rate Ramp has seen. The monthly share of businesses switching their top model provider reached nearly 8% in September, measured as a three-month moving average. We last saw comparable switching when Anthropic launched Opus 4 and Sonnet 4 in May 2025. Rapid model releases and OpenAI’s price cuts are giving firms reasons to switch. The more willing and able firms are to switch, the less pricing power AI labs have. Another sign that AI models may be becoming commodities. Read more at our data blog:

2026.10.06 15:23

Firms are switching AI providers at the highest rate Ramp has seen. The monthly share of businesses switching their top model provider reached nearly 8% in September, measured as a three-month moving average. We last saw comparable switching when Anthropic launched Opus 4 and Sonnet 4 in May 2025. Rapid model releases and OpenAI’s price cuts are giving firms reasons to switch. The more willing and able firms are to switch, the less pricing power AI labs have. Another sign that AI models may be becoming commodities. Read more at our data blog: