Tomasz Tunguz Blog (tomtunguz.com) · 2026-03-26
· 70d
AI Models as a New Competitive Axis in Software
Software companies are increasingly building proprietary or open-source AI models as a differentiation strategy. While specialized models like Intercom's Apex and Chroma's Context-1 show performance gains today, historical patterns suggest these advantages may erode as general-purpose models improve. The choice between proprietary models for differentiation versus open-source models for adoption represents two competing philosophies.
Metrics in this report
Agent Search Benchmark Score
97%
achieved
Chroma Context-1 model
Customer Support Ticket Resolution Rate
68-75%
before/after
Intercom gaming customer