Question · Q4 2025
Sean Lehmann from Morgan Stanley inquired about the key actions or measures that led to the increase in average ACV for customers spending over $1 million, and what strategies Schrödinger plans to employ to continue exponentially increasing this average ACV in the future.
Answer
Richie Jain, CFO, highlighted that the $1 million ACV threshold signifies a customer's adoption of Schrödinger's technology at scale and a predict-first approach. He noted that the average ACV for this cohort grew by 16% from $3.3 million to $3.9 million. This growth was driven by expanding relationships within top 20 pharma customers through new product introductions and closing adoption gaps, as well as by a handful of biotechs embracing computation at scale. Ramy Farid, CEO, added that the significant variance within this cohort presents an exciting opportunity for customers currently spending under the average to increase their spend, as some customers in this group already spend significantly more.
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