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ClickHouse vs Paylocity

ClickHouse logo

ClickHouse

Software

Fast open-source column-oriented database for real-time analytics

From
Free
Rated
-
Full reviewWebsite
Paylocity logo

Paylocity

Software

HR and payroll solutions to drive employee engagement

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only ClickHouse has a free tier, so it costs nothing to try first.
  • Each has a real cost: ClickHouse limited multi-row atomic transactions and expensive UPDATE/DELETE operations unsuitable for transactional systems; Paylocity the Internet Archive's capture of Paylocity's homepage on 3 January 2021 named a wide suite of modules, including Payroll, On Demand Payment, HR Edge, Recruiting, Performance Management, Compensation Management and a Learning Management System, all sold via 'Request a Demo' with no price figures published.
  • They diverge on capability: ClickHouse covers Column-oriented Storage, Paylocity covers Payroll.

Where they differ

Only the attributes on which ClickHouse and Paylocity actually diverge.

Attributes where ClickHouse and Paylocity differ
AttributeClickHousePaylocity
Starting priceFreeOn request
Pricing modelUnknownquote
Free tierYesNo
PlatformsLinux, macOS, Windows (via Docker)Web, Ios, Android
Founded20211997

Identical on both: user rating (Not yet rated), category (Unknown).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in ClickHouse

  • Column-oriented Storage
  • Real-time Analytics
  • SQL Support
  • Linear Scalability
  • Data Compression
  • Vectorized Query Execution
  • Approximate Calculations
  • Kafka

Only in Paylocity

  • Payroll
  • HR Management
  • Benefits Administration
  • Time and Labor
  • Talent Management
  • Employee Engagement
  • Slack
  • Microsoft Teams

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

ClickHouse

  • Business intelligencenot Paylocity
  • Data warehousingnot Paylocity
  • Real-time analyticsnot Paylocity
  • Reportingnot Paylocity
  • Machine learningnot Paylocity

Paylocity

No use cases recorded yet. See the Paylocity review.

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

ClickHouse

  • Limited multi-row atomic transactions and expensive UPDATE/DELETE operations unsuitable for transactional systems
  • Requires upfront schema design discipline with MergeTree engine choices and sort/partition keys
  • Experimental vector search support, not production-ready for vector operations
  • Different query syntax from standard SQL requiring migration planning
  • Limited JOIN capabilities compared to traditional relational databases
  • Migration complexity with 2-4 weeks estimated for data type mapping and query translation

Paylocity

  • The Internet Archive's capture of Paylocity's homepage on 3 January 2021 named a wide suite of modules, including Payroll, On Demand Payment, HR Edge, Recruiting, Performance Management, Compensation Management and a Learning Management System, all sold via 'Request a Demo' with no price figures published.

Pricing, plan by plan

ClickHouse

Free

No published plan breakdown. See the ClickHouse review.

Paylocity

On request
  • Core Payroll$undefined/month
    • Payroll Processing
    • Tax Services
    • Direct Deposit
  • Complete HCM$undefined/month
    • All Core features
    • HR
    • Benefits

Which should you pick?

Choose ClickHouse if

  • You need column-oriented storage.
  • You want to start without paying.
  • You work on Linux, macOS, Windows (via Docker).
  • You also want real-time analytics.
ClickHouse review

Choose Paylocity if

  • You need payroll.
  • You work on Web, Ios, Android.
  • You also want hr management.
Paylocity review

Questions people ask

Is ClickHouse or Paylocity better?
Neither clearly leads. ClickHouse starts at Free and Paylocity at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, ClickHouse or Paylocity?
ClickHouse has a free tier; the other does not. Paid plans start at Free for ClickHouse and On request for Paylocity.
Does ClickHouse or Paylocity run on more platforms?
ClickHouse runs on Linux, macOS, Windows (via Docker). Paylocity runs on Web, Ios, Android.
Can I use ClickHouse for free?
Yes. ClickHouse has a free tier, so you can try it without paying. Paylocity starts at On request.
What is ClickHouse best used for?
ClickHouse is most often used for business intelligence, data warehousing, real-time analytics, reporting. Of those, business intelligence and data warehousing are not what Paylocity is typically brought in for.
What can ClickHouse do that Paylocity cannot?
ClickHouse covers Column-oriented Storage, Real-time Analytics, SQL Support, Linear Scalability. Paylocity covers Payroll, HR Management, Benefits Administration, Time and Labor. Both handle Web support.

Answered from the vendors’ own pages

ClickHouse: What is ClickHouse best used for?

ClickHouse is optimized for analytical workloads on large datasets. It excels at fast aggregations and queries, being 10-100x faster than PostgreSQL on large aggregations.

Source
ClickHouse: Does ClickHouse support transactions?

ClickHouse has limited transaction support and expensive UPDATE/DELETE operations. It is not suitable for transactional workloads requiring strict ACID guarantees.

Source
ClickHouse: How does ClickHouse compare to PostgreSQL?

ClickHouse is 10-100x faster for analytics but PostgreSQL is better for transactional workloads. Many teams use both: PostgreSQL for writes via MaterializedPostgreSQL replication to ClickHouse for analytics.

Source
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Related pages

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