Coefficient review
A spreadsheet-focused connector for importing, refreshing, and writing back business data.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Coefficient connects business systems to Google Sheets and Excel, giving operations, marketing, finance, and analytics teams a way to work with business data in spreadsheets. It supports imports from 150+ systems, including Salesforce, HubSpot, Google Analytics 4, Snowflake, and PostgreSQL. For teams that want self-service reporting without coding, it brings data connectors together with spreadsheet-based dashboards and builders for SQL, charts, and pivots.
Its fit depends on how data moves between systems and spreadsheets. Coefficient offers two-way sync and write-back for supported connectors, alongside manual and scheduled refreshes, snapshots, exports, and Slack or email alerts. The distinction between plans matters: the Free plan includes 3 standard data sources and on-sheet AI functions, but scheduled refreshes and alerts require a paid plan. Starter costs $49 per month and adds daily refreshes, snapshots, and SQL, chart, and pivot builders. Pro is $99 per user per month, adding hourly refreshes, unlimited row import and export size, shared connections, and templates. Enterprise adds admin controls, custom SSO, consolidated billing, and dedicated support.
The 30-day free trial offers a way to evaluate the spreadsheet workflow before choosing a plan. This is a practical option when teams already rely on Sheets or Excel and need repeatable reporting across business systems, particularly when scheduled updates or write-back can reduce manual transfers. Buyers should check that their specific connector supports the sync actions they need. Teams seeking a broader data platform rather than spreadsheet-centered reporting may prefer an alternative; Coefficient's strengths are most relevant when the spreadsheet remains the working surface.
Coefficient pros and cons
- Where it wins
- Connects spreadsheets to 150+ business systems
- Supports write-back and scheduled refreshes for supported connectors
- Includes snapshots, alerts, and on-sheet AI functions
- Where it doesn't
- Scheduled refreshes and alerts require a paid plan
- Free plan is limited to 3 standard data sources
- Pro is priced per user, and Enterprise pricing is not shown
Coefficient fact sheet, pricing and score →
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
Last updated · How we research and update