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Spreadsheets · head to head

Coefficient vs Cube Software

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
Cube Software logo

Cube Software

Spreadsheets

FP&A layer that connects Excel and Google Sheets to source systems without asking finance to leave the spreadsheet

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: 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.; Cube Software the pricing page is titled transparent and upfront pricing but shows no figures at all, only three tiers with quote buttons, so the marketing claim and the buying experience directly contradict each other.
  • They diverge on capability: Coefficient covers Scheduled refresh, Cube Software covers Excel and Google Sheets add-ins.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Coefficient and Cube Software actually diverge.

Attributes where Coefficient and Cube Software differ
AttributeCoefficientCube Software
PlatformsWeb, Windows, macOSWeb, Excel add-in, Google Sheets add-on

Identical on both: starting price (On request), pricing model (quote), free tier (No), 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 Coefficient

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

Only in Cube Software

  • Excel and Google Sheets add-ins
  • Source system connectors
  • Central dimensional model
  • Drill-down to source
  • Scenario planning
  • Dashboards
  • Workflow automation
  • Slack and Teams integration

What people use each for

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

Coefficient

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

Cube Software

  • A finance team on Google Workspace that cannot use the Excel-add-in-only planning tools most of the market sellsnot Coefficient
  • A startup finance function of two or three people replacing a shared workbook without a six-month implementationnot Coefficient
  • Consolidating actuals from an accounting system and a CRM into one forecast without building a warehousenot Coefficient
  • Collecting departmental budget inputs on a schedule with an audit trail rather than by email attachmentnot Coefficient

Where each one falls short

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

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.

Cube Software

  • The pricing page is titled transparent and upfront pricing but shows no figures at all, only three tiers with quote buttons, so the marketing claim and the buying experience directly contradict each other.
  • Add-ons for premium support, additional modules and API access are priced separately, which means the tier you are quoted is a floor rather than the total.
  • The spreadsheet remains the modelling surface, so organisations that grow into large multidimensional planning problems will eventually migrate again to a purpose-built tool.
  • It is a layer over source systems rather than a system of record, so data quality problems in the ERP or CRM surface in the forecast and Cube gives you no way to fix them at source.
  • The vendor targets small finance teams, so buyers needing deep statutory consolidation, multi-entity currency translation or heavy allocation logic will find the functional depth thinner than the established enterprise platforms.

Pricing, plan by plan

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

Cube Software

On request
  • Bronze$undefined/year
    • Full platform access
    • Unlimited dimensions and users
    • Unlimited dashboards
  • Silver$undefined/year
    • Everything in Bronze
    • Slack and Teams integration
    • Workflow automation
  • Gold$undefined/year
    • Everything in Silver
    • Premium support
    • All integrations and workflows

Which should you pick?

Choose Coefficient if

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

Choose Cube Software if

  • You need excel and google sheets add-ins.
  • You work on Web, Excel add-in, Google Sheets add-on.
  • You also want source system connectors.
Cube Software review

Questions people ask

Is Coefficient or Cube Software better?
Neither clearly leads. Coefficient starts at On request and Cube Software at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Coefficient or Cube Software?
Coefficient starts at On request and Cube Software at On request.
Does Coefficient or Cube Software run on more platforms?
Coefficient runs on Web, Windows, macOS. Cube Software runs on Web, Excel add-in, Google Sheets add-on.
What is Coefficient best used for?
Coefficient is most often used for a weekly revenue report rebuilt by hand from a salesforce export that nobody wants to keep rebuilding, finance models that must reconcile against warehouse data without waiting on the analytics team, bulk correcting salesforce records in a spreadsheet and writing the corrections back in one operation, alerting a slack channel when a pipeline or inventory figure in a shared sheet crosses a threshold. Of those, a weekly revenue report rebuilt by hand from a salesforce export that nobody wants to keep rebuilding and finance models that must reconcile against warehouse data without waiting on the analytics team are not what Cube Software is typically brought in for.
What can Coefficient do that Cube Software cannot?
Coefficient covers Scheduled refresh, Two way write back, Warehouse and SQL sources, Formula based imports. Cube Software covers Excel and Google Sheets add-ins, Source system connectors, Central dimensional model, Drill-down to source.

Answered from the vendors’ own pages

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.

Cube Software: Does Cube work with Google Sheets?

Yes, and that is its main differentiator. Google Sheets is a first-class interface, not a secondary export.

Coefficient: Does it write data back?

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

Cube Software: Is pricing published?

No, despite the page being titled transparent pricing. All three tiers require a quote.

Coefficient: Is there a free tier?

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

Cube Software: Is it a replacement for our accounting system?

No. It reads actuals from your accounting or ERP system and adds planning, reporting and workflow on top.

Coefficient: Does it work in Excel?

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

Cube Software: What are the tiers called?

Bronze, Silver and Gold, with add-ons for premium support, extra modules and API access.

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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