✨ Free AI Report
H2O.ai: Key Facts, Business Model & Financial Analysis Read the overview below or get the full interactive report with Cyborg Score, analyst debate audio & saved-company playlists — free, no credit card.
Get Free Report →
Research Preview

H2O.ai: Business Overview, Financials & Competitive Analysis

H2O.ai is a developer of an open-source machine learning automation platform designed to democratize artificial intelligence. Founded in 2012, the company became a unicorn in 2021 and serves data scientists, developer...

Analyst-debate audio for H2O.ai

AskCyborg analysts argue the bull and bear cases for H2O.ai across 11 stress-tested dimensions. Listen on your commute -- faster than reading the 30-page report.

Play the free intro →
Free intro · Pro unlocks the full analyst debate
What's in This Report
H2O.ai OverviewStrategic ProfileCompetitive LandscapeIndustry ContextKey facts
Get Interactive Report Freeor start reading below
6/ 10Solid

Cyborg Score thesis

Open-source AI automation platform with proven enterprise traction, but capital efficiency concerns and stagnant funding rounds...

Read the full analyst-debate transcript →
Industry Automated machine learning platforms
6 named competitors
3 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: July 20, 2026
AI-Verified Research
30+ Page Report

Get the Latest H2O.ai Report

Up-to-date AI-powered research, analyst debate audio & saved-company playlists

Get Current Report Free
✓ No credit card required
or get it by email

H2O.ai Overview

Pro stress-test →

H2O.ai is a developer of an open-source machine learning automation platform designed to democratize artificial intelligence. Founded in 2012, the company became a unicorn in 2021 and serves data scientists, developers, and business analysts globally with predictive analytics and deep learning solutions.

Strategic Profile

Pro stress-test →

H2O.ai operates in the Open Source, AI Infrastructure, and Artificial Intelligence sectors. The company competes in enterprise AI automation with a strong open-source foundation and investor backing from tier-one financial institutions including Goldman Sachs and Wells Fargo. As of June 2026, H2O.ai has a valuation of approximately $1.65B based on employee and funding metrics.

Competitive Landscape

Pro stress-test →

H2O.ai competes directly with DataRobot and C3.ai in the enterprise automated machine learning (AutoML) space. Key rivals also include Lightning AI and Abacus.AI. Unlike competitors such as Factory (which raised capital in April 2026), H2O.ai's last funding round occurred in November 2021, placing it in a disadvantageous position for talent acquisition and product development velocity in a market accelerated by generative AI adoption.

Industry Context

H2O.ai operates in Automated machine learning platforms.

Key facts

Founded: 2012 · Headquarters: Mountain View, United States · Employees: 349 (as of May 2026) · Revenue: Not publicly disclosed · Market cap: Estimated $1.65B–$1.7B (private valuation as of Nov 2021)

What the analysts stress-tested

The top findings that survived the multi-agent debate for H2O.ai.

+1 more stress-tested counter-arguments unlock with Pro. Read the full analyst debate →

Recent developments

Material events tracked by the AskCyborg corpus.

Get alerted when H2O.ai has a new material development →

Named competitors

Pulled from the analyst-debate framework. Click any competitor to see their Cyborg Score.

DataRobotEnterprise automated machine learning platformAbacus.AIAutonomous ML and data platformRapidMinerData science platform with comprehensive AutoML and model deploymentDataikuEnterprise AI and ML platform with AutoML capabilitiesAzure Machine LearningCloud-native AutoML platform integrated with Azure ecosystemGoogle Vertex AICloud-based AutoML and machine learning platform on Google Cloud

Compare H2O.ai with another company

Pick any company in the AskCyborg corpus to see side-by-side Cyborg Scores and insights.

vs
Side-by-side opens in your AskCyborg account

Industry context

H2O.ai operates in Automated machine learning platforms. See how the rest of the sector scores on the Cyborg framework.

Browse Automated machine learning platforms research →
NEW · MCP server

Ask your AI assistant about H2O.ai

Install the free AskCyborg MCP server in Claude, Cursor, Cline, Continue, or Windsurf and ask any of these in-line:

“Compare H2O.ai and its top competitor on Cyborg Score”
“What did H2O.ai do this quarter?”
“Is H2O.ai a defensible business in 5 years?”
Install the MCP server (10 sec) →
Free, anonymous, no API key required

How AskCyborg builds confidence

Analyst debate, not single-author opinion

Every report is stress-tested by a panel of AI analysts arguing across 11 dimensions. The output is the part of the case that survived pushback.

📊

Recalibrated weekly

The Cyborg Score is recomputed weekly against fresh data. Recent material developments are continuously tracked and surfaced.

🔗

Methodology open at /methodology

The framework, dimensions, and band breakdowns are documented. The same company gets the same score from any analyst running the framework.

🔒

Free tier is free

No credit card to read the research. Pro adds saved-company audio playlists, monitoring, audio briefings on demand, and PDF export for $39/mo annual.

Sources: public filings, regulatory data, news flow, and proprietary analyst signals. Read the methodology →

Frequently asked questions

What does H2O.ai do?+
H2O.ai is a developer of an open-source machine learning automation platform designed to democratize artificial intelligence. Founded in 2012, the company became a unicorn in 2021 and serves data scientists, developer...
What is H2O.ai's Cyborg Score?+
H2O.ai has a Cyborg Score of 6/10 (Solid). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are H2O.ai's main competitors?+
Named competitors include DataRobot, Abacus.AI, RapidMiner, Dataiku. The full competitive landscape is in the AskCyborg report.
How can I get the full H2O.ai research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
How current is the H2O.ai research?+
The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

Track H2O.ai over time

Pro members get saved-company audio playlists, Cyborg Score recalibrations, and monitoring for material events across the AskCyborg corpus.

See Pro features
From $39/mo annual