Databricks
Databricks surpassed a $4B total revenue run-rate with over $1B in AI-specific run-rate (confirmed ahead of its June 15-18 Data + AI Summit, where Agent Bricks and Lakebase are the flagship launches — both forward-looking as of this run). A new round at a reported $165-175B valuation (up from $134B in February) reflects continued enterprise demand, with pre-IPO valuation-inflation risk flagged. The Lakehouse-plus-agents platform remains one of the strongest enterprise AI-infrastructure positions outside the hyperscalers.
Key Investors
Scenarios
IPO in H2 2026 will set AI infrastructure valuation benchmark. Open-source moat (Delta Lake, MLflow, Spark) means engineers build careers around Databricks, creating organic demand.
Snowflake at $4.5B ARR shows market supports two major players, not three. AWS/Azure/GCP all subsidizing competing products. Consumption revenue can crater if AI ROI disappoints.
Key Factors to Watch
- ●55-65% YoY growth at $5B+ run-rate — almost unprecedented at this scale
- ●AI products $1B+ ARR is the fastest-growing sub-segment; Snowflake growing 29% at comparable scale
- ●Series L closed $5B ($3B equity + $2B debt); $850M UK investment announced March 31 2026
- ●IPO likely H2 2026 will define AI infrastructure valuations
Score History
| Date | Score | Direction | Note |
|---|---|---|---|
| 2026-04-10 | 8.3 | Very Positive | Score 8.2→8.3 (rounding drift correction — dimensions unchanged, formula recomputed to match stored value) |
| 2026-03-08 | 8.2 | Very Positive | Score 8.4→8.2 (formula reweight: sb 0.25→0.15, are 0.20→0.25, md 0.20→0.25, dr 0.20→0.25, aam 0.15→0.10) |
| 2026-03-08 | 8.4 | Very Positive | Score 8.6→8.4 (are 10→9). External research cross-ref: AI products $1.4B of $5.4B ARR; platform enables AI but not all revenue is pure AI |
| 2026-03-08 | 8.6 | Very Positive | Initial assessment from batch 8 research |
Software Peers
Last researched: 2026-06-13
This is research and analysis, not financial advice. Scores reflect AI impact potential, not investment recommendations.