Stay free if you only need 2 data source connections and manual data refreshes. Upgrade if you need all 150+ data connectors and advanced ai analysis and insights. Most solo builders can start free.
Why it matters: Learning curve for advanced features like custom connectors and SQL mode
Available from: Starter
Why it matters: Pricing can become expensive for larger teams requiring Pro or Enterprise tiers
Available from: Starter
Why it matters: Limited offline functionality since all data syncing requires an active internet connection
Available from: Starter
Why it matters: Performance may slow with very large datasets exceeding 100,000 rows
Available from: Starter
Why it matters: Browser scraping features depend on consistent page structures and may break with site updates
Available from: Starter
Why it matters: Requires stable internet connection for all core functionality
Available from: Starter
Coefficient installs as a Google Sheets add-on or Excel add-in and connects directly to your business systems via secure API integrations. It supports 150+ pre-built connectors including Salesforce, HubSpot, Google Analytics, Stripe, and Snowflake. Data is pulled on-demand or on automated schedules without storing your underlying data on Coefficient servers.
Coefficient offers a Custom Connector builder that allows you to connect to any system with a REST API. This no-code builder lets you configure authentication, endpoints, and data mapping without writing code, extending Coefficient's reach beyond the 150+ pre-built integrations.
As of 2026, Coefficient offers four tiers: Free (2 data sources, manual refreshes), Starter at $49/month per user (scheduled refreshes, 10+ connectors), Pro at $99/month per user (all 150+ connectors, advanced AI features), and Enterprise with custom pricing (dedicated support, custom SLAs, SSO). Annual billing discounts are available.
Coefficient maintains SOC 2 Type II and ISO 27001 certifications. Security features include single sign-on (SSO), encryption in transit and at rest, role-based access controls, and audit logging. Coefficient operates as a pass-through connector and does not store your underlying business data on its servers.
The GPT-powered AI assistant in Coefficient allows users to ask questions about their spreadsheet data in natural language. It can generate formulas, build pivot tables, create charts, and surface insights without requiring SQL or technical expertise. AI features are available on all plans, with advanced capabilities on Pro and Enterprise tiers.
Start with the free plan — upgrade when you need more.
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Last verified March 2026