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Spreadsheets · head to head

Apache Superset vs Coefficient

Apache Superset logo

Apache Superset

Spreadsheets

Modern data exploration and visualization platform

From
Free
Rated
-
Full reviewWebsite
Coefficient logo

Coefficient

Spreadsheets

Live two way connector between Google Sheets or Excel and warehouses, CRMs and business systems

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Apache Superset has a free tier, so it costs nothing to try first.
  • Each has a real cost: Apache Superset no commercial pricing; open-source project; Coefficient google Sheets is capped at ten million cells per spreadsheet, so a wide dataset exhausts the sheet in the low hundreds of thousands of rows no matter how much data the source holds.
  • They diverge on capability: Apache Superset covers 40+ Visualizations, Coefficient covers Scheduled refresh.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Apache Superset and Coefficient actually diverge.

Attributes where Apache Superset and Coefficient differ
AttributeApache SupersetCoefficient
Starting priceFreeOn request
Pricing modelopen-sourcequote
Free tierYesNo
PlatformsWeb, Self-hosted, DockerWeb, Windows, macOS
Founded1999Unknown

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

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 Apache Superset

  • 40+ Visualizations
  • SQL IDE
  • Semantic Layer
  • Caching
  • Security
  • PostgreSQL
  • MySQL
  • Presto

Only in Coefficient

  • Scheduled refresh
  • Two way write back
  • Warehouse and SQL sources
  • Formula based imports
  • Alerts
  • Snapshots
  • Works in Sheets and Excel

What people use each for

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

Apache Superset

  • Self-service analyticsnot Coefficient
  • Data explorationnot Coefficient
  • Ad-hoc reportingnot Coefficient
  • Collaborative analysisnot Coefficient
  • Embedded analyticsnot Coefficient

Coefficient

  • A weekly revenue report rebuilt by hand from a Salesforce export that nobody wants to keep rebuildingnot Apache Superset
  • Finance models that must reconcile against warehouse data without waiting on the analytics teamnot Apache Superset
  • Bulk correcting Salesforce records in a spreadsheet and writing the corrections back in one operationnot Apache Superset
  • Alerting a Slack channel when a pipeline or inventory figure in a shared sheet crosses a thresholdnot Apache Superset

Where each one falls short

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

Apache Superset

  • No commercial pricing; open-source project
  • Commercial hosting available via Preset.io (separate vendor)

Coefficient

  • Google Sheets is capped at ten million cells per spreadsheet, so a wide dataset exhausts the sheet in the low hundreds of thousands of rows no matter how much data the source holds.
  • Write back from a spreadsheet into a system of record bypasses the validation and audit trail that system was given, which many data governance teams will refuse outright.
  • Pricing is not published, so it cannot be compared against alternatives without a sales conversation, and per seat costs across a whole revenue operations team add up quickly.
  • Every refresh runs a query against the source, so an aggressive schedule across many sheets consumes warehouse credits or Salesforce API calls that are billed elsewhere and easily overlooked.
  • It keeps analysis inside spreadsheets, which entrenches the sprawl of untracked business logic that a business intelligence tool or a semantic layer would have consolidated.

Pricing, plan by plan

Apache Superset

Free
  • Open SourceFree
    • Full Features
    • Self-hosted
    • Community Support

Coefficient

On request
  • Coefficient$undefined/year
    • Live connectors for Google Sheets and Microsoft Excel
    • Scheduled refresh and snapshots
    • Two way write back to supported systems

Which should you pick?

Choose Apache Superset if

  • You need 40+ visualizations.
  • You want to start without paying.
  • You work on Web, Self-hosted, Docker.
  • You also want sql ide.
Apache Superset review

Choose Coefficient if

  • You need scheduled refresh.
  • You work on Web, Windows, macOS.
  • You also want two way write back.
Coefficient review

Questions people ask

Is Apache Superset or Coefficient better?
Neither clearly leads. Apache Superset starts at Free and Coefficient at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Superset or Coefficient?
Apache Superset has a free tier; the other does not. Paid plans start at Free for Apache Superset and On request for Coefficient.
Does Apache Superset or Coefficient run on more platforms?
Apache Superset runs on Web, Self-hosted, Docker. Coefficient runs on Web, Windows, macOS.
Can I use Apache Superset for free?
Yes. Apache Superset has a free tier, so you can try it without paying. Coefficient starts at On request.
What is Apache Superset best used for?
Apache Superset is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Coefficient is typically brought in for.
What can Apache Superset do that Coefficient cannot?
Apache Superset covers 40+ Visualizations, SQL IDE, Semantic Layer, Caching. Coefficient covers Scheduled refresh, Two way write back, Warehouse and SQL sources, Formula based imports.

Answered from the vendors’ own pages

Apache Superset: What does Apache Superset cost?

Apache Superset is open-source software available free under the Apache 2.0 license. There are no licensing costs, subscription fees, or per-seat charges for using Superset itself.

Source
Coefficient: How much data can I actually pull in?

Google Sheets allows ten million cells per spreadsheet in total. Divide by your column count for the real row limit.

Apache Superset: Is there a paid version of Apache Superset?

Apache Superset itself is free and open-source. Preset.io offers commercial Superset hosting with premium support, but this is a separate vendor service, not an official paid tier of Superset.

Source
Coefficient: Does it write data back?

Yes, to supported systems such as Salesforce. Confirm with your data governance team before enabling it.

Coefficient: Is there a free tier?

Pricing is not published in a form that can be quoted reliably. Ask the vendor before budgeting.

Coefficient: Does it work in Excel?

Yes, across both Google Sheets and Microsoft Excel with the same connectors.

Coefficient: What is the hidden cost?

Warehouse query credits and source API calls consumed by scheduled refreshes, which are billed by those vendors and not by Coefficient.

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