Databricks’ August 2026 $5 billion round at a $190 billion valuation, backed by Coatue and others, anchors trader sentiment amid 80%+ year-over-year revenue-run-rate growth to $7 billion. CEO Ali Ghodsi has explicitly deferred any 2026 listing due to competing mega-offerings and has not filed an S-1, pushing the earliest credible window to 2027. This timeline uncertainty, combined with analyst skepticism that sustainable margins support only a fraction of the private mark, produces closely matched implied probabilities across $150–450 billion+ debut buckets. Secondary-market pricing near the last round and historical AI-software precedents further illustrate the wide dispersion in market-implied odds for the eventual IPO closing market cap.