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Azure Databricks vs Count: Which Data Analytics Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Rating
,
Reviews
0
From
Custom

in Data Analytics

Leads 4/9
Rating
,
Reviews
0
From
$0/mo

in Data Visualization

The Short Answer

Azure Databricks vs Count, in 15 seconds

Choose Azure Databricks if…

  • You prefer Azure Databricks's approach and ecosystem

Choose Count if…

  • You want the lower entry price
  • You need a genuinely free plan
  • You depend on a broad integration ecosystem
  • You have strict security & compliance needs

Head-to-Head Scorecard

How Azure Databricks and Count score

Count leads on 4 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Azure
    No reviews
    Count
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Azure
    0
    Count
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Count
    Azure
    Custom
    Count
    $0/mo
  • Free Access

    Availability of a free plan and/or free trial

    Count
    Azure
    Free trial
    Count
    Free plan + trial
  • Integrations

    Number of listed third-party integrations

    Count
    Azure
    0
    Count
    7
  • Features

    Number of listed product capabilities

    Even
    Azure
    7
    Count
    7
  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Azure
    1
    Count
    1
  • Security & Compliance

    Number of listed compliance certifications

    Count
    Azure
    ,
    Count
    2
  • Platforms & Deployment

    Supported platforms and deployment options

    Azure Databricks
    Azure
    3
    Count
    2

Feature Comparison

Azure Databricks vs Count feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

Azure Databricks
Count
Overview
User rating
,
,
Pricing model
USAGE_BASED
Freemium, per editor seat
Starting price
Custom
$0/mo
Free version
Free trial
Features
Key capabilities
Open data lakehouseApache Spark data engineeringSQL analyticsMachine learning and AI workloadsNotebooks and collaborationAzure identity and storage integration+1
Collaborative data canvasSQL & no-code cellsAI-assisted queryingData visualizationData modelingTemplate gallery+1
AI features
Machine learning and AI workloads
AI-assisted querying
Integrations & API
Integrations
,
SnowflakeBigQueryAmazon RedshiftPostgreSQLMySQLDatabricks+1
Public API
Platforms
Deployment
Cloud
Cloud
Platforms
WebAPI
Web
Mobile support
Security & Compliance
Compliance
,
SOC 2GDPR
Vendor
Company
,
,
Verified
Founded
,
,
Headquarters
,
,

Pricing Comparison

Azure Databricks vs Count pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

Azure Databricks

Custom to start
Pay as you goCustom
  • Billed per Databricks unit plus Azure compute
  • Rates vary by workload and region

Count

$0/mo to start
FreeFree
  • Collaborative canvas
  • SQL & no-code cells
  • Free viewer seats
  • Template gallery
ProCustom
  • Paid editor seats
  • Full canvas & modeling tools
  • AI-assisted querying
  • Unlimited viewers
EnterpriseCustom
  • Advanced security & SSO
  • Governance controls
  • Priority support
  • Custom contract

Total cost of ownership factors

Free planAzure Count
Free trial to evaluateAzure Count
Transparent published pricingAzure Count
Public API (build vs. buy add-ons)Azure Count

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

Azure Databricks vs Count: strengths and trade-offs

Azure Databricks

Pros

  • Free trial offered
  • Public API available

Cons

  • No free plan
  • Pricing is quote-based (less transparent)
  • Fewer native integrations than the alternative
  • No compliance certifications listed

Count

Pros

  • Free plan available
  • Free trial offered
  • Broad integration ecosystem (7)
  • Compliance: SOC 2, GDPR
  • Public API available

Cons

    Buyer Fit

    Who should use Azure Databricks vs Count?

    Startups

    Count

    Count keeps early-stage costs lowest with its entry tier.

    Small businesses

    Count

    Count offers the most accessible pricing for lean teams.

    Agencies

    Count

    Count connects to more tools for multi-client workflows.

    Enterprises

    Count

    Count leads on compliance and breadth for complex needs.

    Ecommerce

    Count

    Count integrates with more of the commerce stack.

    SaaS companies

    Either

    Either is the more developer- and automation-friendly choice.

    Integration overlap

    Only in Azure Databricks (0)

    Only in Count (7)

    SnowflakeBigQueryAmazon RedshiftPostgreSQLMySQLDatabricksdbt

    Keep Exploring

    Other alternatives worth considering

    Similar data analytics products buyers compare alongside Azure Databricks and Count.

    Ask SIA which solution fits your business

    SIA, Saaskart's AI buying assistant, weighs Azure Databricks and Count against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

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    Azure Databricks vs Count, Frequently Asked Questions

    What is the difference between Azure Databricks and Count?

    Azure Databricks and Count are both Data Analytics solutions. Azure Databricks is rated 0.0/5 by 0 users, while Count is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

    Which is better, Azure Databricks or Count?

    Based on user ratings, Azure Databricks scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

    Which is cheaper, Azure Databricks or Count?

    Count is the more affordable option, starting at $0/month.

    Does Azure Databricks or Count have a free plan?

    Count offers a free plan. Azure Databricks does not have a free tier but does offer a free trial.

    Can I switch from Azure Databricks to Count?

    Switching between Azure Databricks and Count is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

    Who should use Azure Databricks vs Count?

    Azure Databricks is best suited for teams that prioritise enterprise features. Count works well for teams looking to start free and scale.

    Our Verdict

    The bottom line on Azure Databricks vs Count

    Best Overall

    Either

    It's a tie balances user satisfaction and proven adoption.

    Best for Startups

    Count

    Count has the friendliest entry point for new teams.

    Best for Enterprise

    Count

    Count leads on compliance and feature breadth.

    Best Value

    Count

    Count delivers the lowest cost to get started.

    Best AI Features

    Either

    Comparable AI capabilities on both sides.

    Highest Rated

    Either

    Both earn equal user ratings.

    Ready to decide between Azure Databricks and Count?

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