01
Alteryx
Analytics for all
Alteryx is an agentic analytics and automation company. It helps organisations turn complex data into trusted insights using AI-ready datasets and governed business logic.
94.0
Enterprise data science platforms
10 ranked, with a plain verdict on every entry.
Alteryx ranks first here: it lowers AI agent token consumption by over ninety percent. IOMETE is built for Enterprise data teams requiring full data sovereignty, and eliminates vendor lock-in by remaining customer-controlled. Qubole serves Data engineers and analysts, and automates installation and maintenance of multiple open source engines with near zero administration.
RANKENTRYSCORETRENDFROM
1
AlteryxBuilt for business teams automating operations and generating insights94.0NEW$5,195 per user per year
3
QuboleQubole is an open and secure data lake platform for machine learning, streaming, and ad-hoc analytics92.0NEW–
5
Neo4j Graph Intelligence PlatformReduces hallucinations by tracing decisions back to their source90.0NEW–
10
H2O.aiBuilt for Regulated industries requiring sovereign AI80.0NEWOpen-source free; DriverlessAI from £25,000 per year
CURATED · UPDATED REGULARLY
The ranking, in detail
02
IOMETE
The sovereign data platform for the AI era
IOMETE is a sovereign data lakehouse platform designed for the AI era. It operates as a self-hosted solution within trusted environments to ensure control.
92.0
03
Qubole
The cost efficient data lake platform
Qubole is an open and secure data lake platform for machine learning, streaming, and ad-hoc analytics. It provides end-to-end services that reduce the time and effort required to run workloads on any cloud.
92.0
04
Cloudera
The industry’s only platform bringing AI to data anywhere
Cloudera is a modular hybrid data and AI platform engineered for the agentic era. It brings artificial intelligence to data anywhere across clouds, data centres, and the edge.
90.0
05
Neo4j Graph Intelligence Platform
The knowledge layer for trustworthy AI
Neo4j Graph Intelligence Platform includes graph technologies that provide context to uncover hidden insights.
90.0
06
Databricks
The lakehouse platform for data and AI
Databricks is a unified data and AI platform running analytical and operational workloads on one open foundation. It enables organisations to build BI and AI applications while streamlining data analysis.
88.0
07
mpds.io
Materials platform for data science
The Materials Platform for Data Science provides analysis tools and interactive plots. It offers access to extensive materials data through a graphical interface or API.
86.0
08
Anaconda
Builder freedom with enterprise control
Anaconda provides a trusted foundation for building, securing, and operating AI across chosen models and infrastructure. It supports development through production with one unified platform.
84.0
09
Snowflake
The Data Cloud
Snowflake is a fully managed AI Data Cloud platform that simplifies enterprise data and AI. It helps organisations innovate faster by unifying data ingestion, processing, analysis, and application building.
82.0
10
H2O.ai
Open-source and commercial ML platform for scalable predictions
H2O.ai offers an enterprise platform with secure, on-premise deployment options.
80.0
Not on this ranking?
Positions 1, 2 and 3 are available to buy for twelve months.
Frequently asked questions
Who are these enterprise data science platforms built for?
Alteryx says it is built for business teams automating operations and generating insights, and IOMETE for Enterprise data teams requiring full data sovereignty. Qubole says it is built for Data engineers and analysts, and Neo4j Graph Intelligence Platform for AI and data teams.
What should a buyer check before signing up?
IOMETE states that the product requires significant engineering effort for customisation and deployment. Those are the limits each product publishes itself, not a full account of any plan.