-71%

est. 2Y upside i

DevOps & Infra

Serverless Postgres database platform with autoscaling and branching

Rank

#3220

Sector

Developer Tools

Est. Liquidity

~1Y

Data Quality

Data: Medium

The equity opportunity is tied to Databricks, which acquired Neon for $1B in May 2025.

Last updated: March 10, 2026

Bull (30%)+75%

Databricks successfully leverages Neon's serverless Postgres and its other AI acquisitions to dominate the AI-native data platform market, pushing its annual revenue run-rate to $10B+ by 2028 and achieving a public valuation of $235B+ (75% upside) at IPO, driven by strong execution and continued high multiples for AI leaders.

Base (45%)+20%

Databricks continues its strong growth trajectory, successfully integrating Neon and expanding its Lakehouse platform. It achieves an IPO at a valuation of approximately $160B (20% upside) within the next year, reflecting sustained ~50% YoY growth and solidifying its position as a leader in data and AI, despite ongoing competition from Snowflake and hyperscalers.

Bear (25%)-40%

Increased competition from hyperscalers offering integrated data and AI solutions, or a general market downturn for high-growth tech, leads to a more conservative IPO valuation or a down round. Databricks might IPO at $80B (40% downside), significantly impacting common stock value given the $20.2B in liquidation preferences.

Est. time to liquidity~1.0 years
Adjusted for competitive dynamics: 37% (raw: -71%, adjustment: +15%)

Preference Stack Risk

moderate

Funding Intensity

22%

Investors have put in $20.2 billion in total funding, representing 15.07% of the current $134 billion valuation, indicating a meaningful preference stack ahead of common shareholders.

Dilution Risk

moderate

While Databricks is well-capitalized after its recent $4B Series L and $1.8B debt rounds, as a private company, future dilution from additional funding rounds or employee equity grants remains a possibility, though they plan to offer employee liquidity.

Secondary Liquidity

limited

Databricks has indicated plans to provide liquidity options for employees later in 2026, suggesting some form of secondary liquidity may become available prior to an IPO.

View all 18 open roles at Neon →

Last updated: March 10, 2026

Questions to Ask at the Interview

Strategic questions based on Neon's data — designed to show you've done your homework.

  • 1

    “Given Databricks' aggressive expansion into AI-native databases with Lakebase and the Neon acquisition, how is the team thinking about differentiating from hyperscalers like Google Cloud's BigQuery and AWS's Redshift, especially for customers already deeply embedded in those ecosystems?”

  • 2

    “Databricks has achieved a $5.4B revenue run-rate with over 65% YoY growth, and positive free cash flow. What are the key drivers for sustaining this growth rate over the next 2-3 years, particularly as the company scales to a larger revenue base?”

  • 3

    “With Databricks planning to provide liquidity options for employees later in 2026 and an anticipated IPO in 2026, how does the company balance the desire for employee liquidity with strategic timing for a public offering in potentially volatile market conditions?”

Cluster Peers

Expected Upside

ClickHouse
-9%
PlanetScale
-47%
Supabase
-69%
CockroachDB
-69%

Community

Valuation Sentiment

Our model estimates -71% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.