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DatabricksUnified data, analytics and AI platform on an open lakehouse
vs
PresetAI-native business intelligence built on Apache Superset
Comparison · Business Intelligence · weekly run Nov 2

Databricks vs Preset

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 Business Intelligence: it has a visibility score of 4.3 versus 0.9 for Preset.

Choose Databricks if…

  • You want the brand AI engines rank higher (4.3 vs 0.9)
  • AI answers describe it more positively (35% vs 0% positive)
  • You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 2 Type II or SOC 3 coverage
  • You prefer a larger, established vendor (5,000+ employees)

Choose Preset if…

  • You need SOC 2 coverage

AI visibility side by side

Latest weekly run · Nov 2

Metric Databricks Preset
Visibility score4.3%0.9%
Change vs last weekNewNew
Rank in Business Intelligence#18#32
Share of voice1.6%0.3%
Mentions this run82
Positive in AI answers35%0%

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 2Databricks 4%

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

Engine by engine

Databricks leads on 3 of 3 engines

ChatGPT
3%
2.6%
AI Mode
3.7%
0%
Perplexity
6.3%
0%
DatabricksPreset

Head to head in AI answers

0 engine answers name both brands

0Databricks ranked higher
0Preset ranked higher

Features, pricing & fit

DimensionDatabricksPreset
Pricing model—Per seat
Entry price—Free; paid from $20 per seat / mo
Free plan—Yes
DeploymentAvailable across all major cloud providersCloud-hosted SaaS, managed private cloud, on-prem, or embedded analytics
ComplianceISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3SOC 2
SupportTechnical support on request, Technical documentationStandard customer support, Dedicated support via Slack, Enterprise SLA
Founded20132019
HeadquartersSan Francisco, CASan Mateo, California, United States
Employees5,000+51–200
FundingRound at $60B valuation, including secondary saleSeries C · $48M raised
Best forData engineering, data science, analytics and AI teams at startups and global enterprisesSmall teams starting free, and organizations that want managed Apache Superset with the option to migrate to open-source Superset.

Plans side by side

Databricks

Pricing not available.

Preset

Starter$0forever, up to 5 users
Professional$20user/month, billed annually ($25 billed monthly)
EnterpriseCustomcustom quote
Preset pricing

Pros and cons

Themes from the AI answers that mention each brand

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

Preset

Profile in progress.

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

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