Is Databricks profitable in 2026?

Databricks reported free-cash-flow positive results over the trailing 12 months as of February 9, 2026, per its own press release, alongside a $5.4 billion revenue run rate and over 65% year-over-year growth in Q4 FY26.

Is Databricks going public soon?

CEO Ali Ghodsi called 2026 'a terrible year to go public' in June 2026, floating an IPO as early as 2027, while Databricks instead raised private capital at a $188 billion valuation in a round signed July 16, 2026.

Databricks remains privately held as of July 2026, backed by investors including Coatue, which led a strategic round valuing the company at $188 billion, signed July 16, 2026, with no IPO completed to date.

Could AI replace Databricks?

Databricks positions itself as the governance layer models plug into rather than compete with; it integrates Claude, Gemini, OpenAI models and GLM 5.2 as interchangeable inputs while owning Unity Catalog, a 12-year-old cross-cloud data governance system, as of July 2026.

Who is Databricks' biggest competitor?

Snowflake is Databricks' closest public rival, with roughly $83 billion market cap and $4.2 billion ARR growing 26% year-over-year as of mid-2026, compared to Databricks' $5.4 to $6.9 billion ARR growing 65-80% YoY in the same period.

Does Databricks use Chinese AI models?

Yes, Databricks disclosed in July 2026 that it champions Z.ai's GLM 5.2 open-weight model for coding tasks, citing better cost efficiency than proprietary Anthropic or OpenAI models at comparable capability, per CEO Ali Ghodsi's internal benchmarking.

Data and analytics companies · United States

Databricks

databricks.com ↗

Databricks runs a cloud-neutral data and AI platform that companies use to store, govern, and build on their data.

Hard to displace

Assessed 20 July 2026 · Evidence as of 20 July 2026

Strong structural protection; the business model survives ai pressure.

On the recordSince 20 July 2026 · Checkable from Summer 2026 · Every call on the record Checkpoint: Close of $188B strategic funding round led by Coatue

The call

Databricks sits between every cloud and every AI model a company uses, collecting revenue from both sides while growing faster than public rival Snowflake.

Databricks is a software company that helps businesses organize and analyze their data no matter which cloud provider (Amazon, Google, Microsoft, etc.) they use. It is hard to copy because Microsoft and Amazon would have to let their own customers choose Databricks over them, which would hurt their own cloud sales, so they will not do it; Snowflake, its main competitor, is growing much slower (26% per year versus Databricks' 65-80% per year). The one thing that could change everything is if Microsoft starts giving away the same data-organizing features for free to companies already paying for Microsoft's cloud services, which would force Databricks to defend its value in a different way.

Why

AI pressure: None apparent. AI models from Anthropic, OpenAI, and Google plug into Databricks rather than replace it; the platform sells picks and shovels for AI, not a rival to it. Could AI do the core job? Unlikely.

Bigger players: Microsoft Fabric. Fabric is live inside Azure contracts and could be bundled free, but Databricks' growth has not bent in Azure-heavy accounts so far. Could a giant copy it? No, they are blocked.

What protects it. Unity Catalog gives customers one governance layer across AWS, Azure, and Google Cloud, something a single hyperscaler cannot offer without hurting its own cloud business.

What would change this call

Microsoft bundles Fabric governance features free into existing Azure contracts. would show hyperscaler undercutting Databricks on price inside its own moat.
Databricks' YoY growth rate in Azure-heavy or multi-cloud accounts visibly slows. would show Fabric or another hyperscaler tool is actually pulling workloads away.
Databricks discloses gross margin figures below the historical ~80% baseline. would show AI infrastructure costs are eroding profitability despite revenue growth.

Key numbers

$6.9B annualized revenue, up ~80% YoY (2026-06-16)
>140% net revenue retention (2026-02-09)
800+ customers paying over $1M a year (2026-02-09)

Named risks

Hyperscalers could bundle free cross-cloud governance features into existing cloud contracts, undercutting Databricks' core moat. Severity: high
Gross margin compression from rising AI infrastructure costs relative to historical ~80% margins. Severity: medium
Headcount and total funding figures conflict materially across sources, complicating scale assessment. Severity: low
Pending Panther acquisition still subject to regulatory clearance as of June 2026. Severity: low
Prolonged private status delays liquidity for employees and investors if IPO slips past 2027. Severity: medium

Rivals, as read in July 2026

Rival	Direction	Evidence
Snowflake	gaining on	Databricks ARR grew 65-80% YoY vs Snowflake's 26% YoY as of mid-2026
Microsoft Fabric	contesting	Fabric is live and bundled into Azure but has not visibly slowed Databricks growth as of July 2026
Amazon Redshift	contesting	Listed as direct competitor in lakehouse/analytics category per July 2026 comparison sources
Google BigQuery	contesting	Direct competitor while Databricks also partners with Google on Gemini integration since June 2025
ClickHouse	contesting	Positioned as cost-efficient real-time analytics niche competitor as of mid-2026

Questions people ask

Is Databricks profitable in 2026?: Databricks reported free-cash-flow positive results over the trailing 12 months as of February 9, 2026, per its own press release, alongside a $5.4 billion revenue run rate and over 65% year-over-year growth in Q4 FY26.
Is Databricks going public soon?: CEO Ali Ghodsi called 2026 'a terrible year to go public' in June 2026, floating an IPO as early as 2027, while Databricks instead raised private capital at a $188 billion valuation in a round signed July 16, 2026.
Who owns Databricks?: Databricks remains privately held as of July 2026, backed by investors including Coatue, which led a strategic round valuing the company at $188 billion, signed July 16, 2026, with no IPO completed to date.
Could AI replace Databricks?: Databricks positions itself as the governance layer models plug into rather than compete with; it integrates Claude, Gemini, OpenAI models and GLM 5.2 as interchangeable inputs while owning Unity Catalog, a 12-year-old cross-cloud data governance system, as of July 2026.
Who is Databricks' biggest competitor?: Snowflake is Databricks' closest public rival, with roughly $83 billion market cap and $4.2 billion ARR growing 26% year-over-year as of mid-2026, compared to Databricks' $5.4 to $6.9 billion ARR growing 65-80% YoY in the same period.
Does Databricks use Chinese AI models?: Yes, Databricks disclosed in July 2026 that it champions Z.ai's GLM 5.2 open-weight model for coding tasks, citing better cost efficiency than proprietary Anthropic or OpenAI models at comparable capability, per CEO Ali Ghodsi's internal benchmarking.

Timeline

2026-07-16Databricks signs term sheet for strategic round at $188 billion valuation led by Coatue
2026-06-16Databricks announces intent to acquire security firm Panther
2026-06-04CEO Ali Ghodsi calls 2026 'a terrible year to go public,' floats 2027 IPO
2026-02-09Databricks announces $5.4B ARR, over 65% YoY growth, FCF positive trailing 12 months
2025-12-01Series L round closes: ~$5B equity plus ~$2B debt at $134B valuation
2025-09-01Databricks signs $100M partnership with OpenAI; Series K raises $1B at over $100B valuation
2025-06-01Databricks signs 4-year Google Cloud/Gemini partnership; acquires Neon for ~$1B
2025-03-01Databricks signs 5-year, $100M deal with Anthropic to embed Claude
2025-02-15Databricks acquires BladeBridge for data warehouse migration tooling

Revision history

20 July 2026

First assessed. Hard to displace. The text above is fixed as of this date and is not edited afterwards.

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Sources

Databricks Grows >65% YoY, Surpasses $5.4 Billion Revenue Run Rate (2026-02-09)
Databricks revenue, valuation & funding (2025-12-15)
Databricks - Headcount, Funding & Open Jobs (2026-07-08)
Databricks is Raising a Strategic Round of Funding at a $188 Billion Valuation (2026-07-16)
SF's Databricks Snubs IPO, Signs On for $188 Billion Private Valuation (2026-07-17)
Databricks Eyes $175B Valuation on $5.4B ARR (2026-06-25)
Databricks (2025-07-16)
Databricks acquires BladeBridge to aid data warehouse migrations (2025-02-15)
Databricks Agrees to Acquire Panther (2026-06-16)
Databricks hits $188B valuation (2026-07-17)
Databricks Number of Employees 2026 (2026-06-29)