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AporiaMLOps Platforms
vs
DatabricksUnified data, analytics and AI platform on an open lakehouse
Comparison · MLOps Platforms · weekly run Nov 2

Aporia vs Databricks

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

Databricks is the stronger AI pick in MLOps Platforms: it has a visibility score of 46.2 versus 0 for Aporia.

Choose Aporia if…

No clear advantage in the published data.

Choose Databricks if…

  • You want the brand AI engines rank higher (46.2 vs 0)
  • You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 3 coverage
  • Lakehouse architecture combining data warehousing with data lake flexibility
  • Strong for machine learning, AI, and data engineering workloads

AI visibility side by side

Latest weekly run · Nov 2

Metric Aporia Databricks
Visibility score0%46.2%
Change vs last weekNewNew
Rank in MLOps Platforms#57#2
Share of voice0%7.6%
Mentions this run051
Positive in AI answers—35%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

0%25%50%75%100%Nov 2Aporia 0%

Aporia 0pp · Databricks 0pp over 0 weekly runs.

Engine by engine

Databricks leads on 3 of 3 engines

ChatGPT
0%
43.3%
AI Mode
0%
51.1%
Perplexity
0%
44.1%
AporiaDatabricks

Head to head in AI answers

0 engine answers name both brands

0Aporia ranked higher
0Databricks ranked higher

Features, pricing & fit

DimensionAporiaDatabricks
DeploymentAporia's architecture is deployed into the customer's AWS environment.Available across all major cloud providers
ComplianceSOC 2 Type IIISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3
SupportEmail/help desk, FAQ/forum, Knowledge baseTechnical support on request, Technical documentation
Founded—2013
Headquarters—San Francisco, CA
Employees—5,000+
FundingSeries A · $30M raisedRound at $60B valuation, including secondary sale
Best for—Data engineering, data science, analytics and AI teams at startups and global enterprises

Pros and cons

Themes from the AI answers that mention each brand

Aporia

Profile in progress.

Databricks

  • Lakehouse architecture combining data warehousing with data lake flexibility
  • Strong for machine learning, AI, and data engineering workloads
  • Top customer satisfaction ratings alongside Snowflake
  • Free trial and free Edition for learning
  • Discounts for annual prepaid commitments
  • Complex consumption-based pricing with no single fixed price
  • Best only when ML, Spark, or Python skills are central to the team

Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

Cite as: SlateIndex, “Aporia vs Databricks”, https://slateindex.ai/compare/aporia-vs-databricks, data of Nov 2, 2026. Licence: CC BY 4.0.