GITNUXSOFTWARE ADVICE
Data Science AnalyticsTop 10 Best Excel Like Software of 2026
Compare the top Excel Like Software options with a ranked list, including Microsoft Excel, Google Sheets, and LibreOffice Calc. Explore picks.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Microsoft Excel (Microsoft 365)
Power Query and Data Model pairing for end-to-end data transformation and analysis
Built for teams building analytics workbooks with shared editing and data modeling.
Google Sheets
Editor pickReal-time co-authoring with live cursors and commenting
Built for teams collaborating on spreadsheet reporting and calculations in real time.
LibreOffice Calc
Editor pickPivotTables with in-sheet charting and slicer-style filtering for interactive analysis
Built for teams needing Excel-like spreadsheets with offline editing and broad document formats.
Related reading
Comparison Table
This comparison table evaluates Excel-like spreadsheet tools across common selection criteria like desktop versus browser editing, file compatibility, collaboration features, and core spreadsheet functions. It covers Microsoft Excel in Microsoft 365, Google Sheets, LibreOffice Calc, ONLYOFFICE Docs Spreadsheet, Zoho Sheet, and additional alternatives so readers can compare capabilities side by side. The rows summarize practical differences that affect workflows such as real-time co-editing, offline use, and export options.
Microsoft Excel (Microsoft 365)
spreadsheetA spreadsheet and workbook environment with analytics functions, PivotTables, and analysis tools built into Microsoft 365.
Power Query and Data Model pairing for end-to-end data transformation and analysis
Microsoft Excel in Microsoft 365 stands out for its tight integration with cloud sharing, real-time coauthoring, and Microsoft 365 identity. Core spreadsheet capabilities include formulas, pivot tables, charts, and data validation for building analysis-heavy workbooks.
Advanced users get Power Query for shaping data and Power Pivot for modeling relationships, with robust conditional formatting for rule-driven views. Automation is supported through Excel features like macros and the Office Scripts option in the web app.
- +Real-time coauthoring with reliable conflict handling for shared spreadsheets
- +Power Query simplifies importing, cleaning, and transforming data
- +PivotTables deliver fast aggregation and drill-down from large datasets
- +Strong formula engine supports complex financial and statistical modeling
- +Charts update dynamically from connected ranges and tables
- –Large workbooks can become slow during recalculation
- –Some advanced automation still requires desktop for full macro support
- –Power Pivot modeling adds complexity for basic spreadsheets
- –Workbook portability can break when features rely on specific connectors
- –Cell-level permissions are limited compared with dedicated database tools
Best for: Teams building analytics workbooks with shared editing and data modeling
Google Sheets
cloud spreadsheetA cloud spreadsheet that supports formulas, Pivot tables, and charting with real-time collaboration.
Real-time co-authoring with live cursors and commenting
Google Sheets delivers Excel-like spreadsheet editing with real-time co-authoring in a browser, which keeps updates visible to all collaborators. It supports core spreadsheet operations like formulas, pivot tables, charts, and data validation for structured analysis.
Large datasets can be managed with sorting, filtering, and range-based functions, while Apps Script enables custom functions and automations. Import and export workflows cover common spreadsheet formats so Excel files can be reused without rebuilding structures.
- +Real-time collaboration with presence, comments, and change tracking
- +Powerful formulas, functions, and named ranges for structured calculations
- +Pivot tables and chart types for quick summary reporting
- +Data validation rules for controlled inputs and cleaner data
- +Apps Script for custom functions, automations, and integrations
- –Browser-first editing limits some advanced Excel-only workflows
- –Large workbook performance can degrade with many complex formulas
- –Pivot customization is less granular than Excel for some layouts
- –Table formatting tools can feel less flexible than desktop Excel
Best for: Teams collaborating on spreadsheet reporting and calculations in real time
LibreOffice Calc
desktop spreadsheetA desktop spreadsheet with Excel-compatible file formats, formula evaluation, and Pivot table tools for offline analytics.
PivotTables with in-sheet charting and slicer-style filtering for interactive analysis
LibreOffice Calc stands out as a full desktop spreadsheet suite that runs locally with Excel-style grid workflows. It supports formulas, pivot tables, charts, and extensive cell formatting for everyday reporting and analysis tasks.
Advanced spreadsheet needs are handled through data tools like goal seek, solver add-ons, and macros via the LibreOffice API. Compatibility covers common Excel formats like XLSX, with varying fidelity for complex workbooks and embedded objects.
- +Rich spreadsheet functions for formulas, logic, and financial modeling
- +Pivot tables and charting suitable for standard business reporting
- +Strong cell formatting and styles for consistent spreadsheets
- +Macros integration with LibreOffice API automation workflows
- +Works offline with full local document control
- –Complex Excel features can import with altered layout or formulas
- –Pivot table refresh behavior can be slower on large datasets
- –Less accurate rendering for advanced conditional formats and shapes
- –UI differs from Excel shortcuts which slows migration
Best for: Teams needing Excel-like spreadsheets with offline editing and broad document formats
ONLYOFFICE Docs Spreadsheet
office suiteAn online and self-hosted spreadsheet that provides Excel-compatible editing with collaboration and document management.
Real-time co-authoring with comment-ready collaborative spreadsheet workflow
ONLYOFFICE Docs Spreadsheet delivers Excel-like editing with a familiar grid UI and formula support for daily spreadsheet work. It enables collaborative editing and maintains document structure for spreadsheets exported to common office formats.
Spreadsheet functions include cell formatting, charts, pivot-style data analysis workflows, and data validation for structured inputs. Macros and advanced automation are limited compared with full desktop Excel, but core calculation and reporting tasks remain supported.
- +Excel-style grid editing with familiar formatting controls
- +Live collaboration supports simultaneous co-authoring
- +Charts and common spreadsheet functions for reporting
- +Import and export preserve spreadsheet structure
- –Advanced Excel automation features are not fully replicated
- –Power-user data modeling tools are less comprehensive
- –Some complex formulas may require compatibility checks
Best for: Teams needing Excel-like spreadsheet editing and collaboration
Zoho Sheet
cloud spreadsheetA spreadsheet application in Zoho that supports data analysis features, formulas, and collaborative editing.
Real-time collaboration with comments and sharing controls
Zoho Sheet stands out for spreadsheet editing tightly integrated with Zoho ecosystem services like Zoho Workplace and Zoho Creator style workflows. It supports core Excel-like grid features such as formulas, cell formatting, named ranges, pivot-style analysis via summarization tools, and chart creation.
Collaborative editing includes shared access controls and in-sheet comments for lightweight review cycles. Data import and export cover common spreadsheet formats so existing files can be reused with limited rework.
- +Excel-like formulas with broad function coverage for business calculations
- +Chart creation and grid formatting for dashboard-ready visuals
- +Commenting and collaboration features for in-context spreadsheet review
- +Import and export support common spreadsheet file formats
- +Share and permission controls for controlled team access
- –Advanced Excel features like complex macros are not a focus
- –Large workbook performance can be slower than desktop spreadsheet tools
- –Some formatting and layout behaviors differ from Excel
- –Limited UI depth for power users compared with desktop apps
Best for: Team spreadsheet collaboration and analysis for operational reporting workflows
Smartsheet
grid analyticsA spreadsheet-style work management platform that links data grids to reporting and dashboards for analytics workflows.
Workflow automations that trigger actions from sheet data and cell changes
Smartsheet uses a spreadsheet-first interface with structured sheets, forms, and workflow automation. It supports row-level collaboration, approvals, and version history like collaborative Excel plus audit trails.
Smartsheet adds live dashboards and cross-sheet reporting from sheet data to support operational visibility. It works well for process-heavy work where spreadsheets must behave like governed systems.
- +Spreadsheet-like grid with built-in governance and cross-sheet reporting
- +Automations trigger actions from cell changes and workflow status
- +Dashboards update from multiple sheets for real-time operational views
- +Approvals and audit history provide trackable execution trails
- +Interactive sheets publish read-only views for broader stakeholders
- +Data collection forms write directly into structured sheets
- –Complex formulas can become harder to maintain than Excel workbooks
- –Advanced modeling across many linked sheets can slow large operations
- –Pivot-like analysis is limited versus full Excel modeling breadth
- –Some customization relies on structured components instead of freeform layout
Best for: Teams managing spreadsheets as governed workflows with dashboards and approvals
Airtable
spreadsheet databaseA spreadsheet-like database that combines relational records with formulas, views, and dashboard-style reporting.
Linked records with rollups for cross-table calculations
Airtable blends spreadsheet-style grids with relational databases, so tables can reference each other like a lightweight data model. Users build worksheets with fields, formulas, and views while controlling row-level structure through schemas.
Cross-record rollups, lookups, and linked fields enable Excel-like analysis with database behavior. Automations then move data between states by triggering actions from edits, schedules, or record changes.
- +Linked records create relational structure without building SQL schemas
- +Rollups and lookups compute cross-table metrics like spreadsheet formulas
- +Multiple views including grid, calendar, kanban, and gallery
- +Automations update records and notify teams on specific triggers
- +Base-level permissions support team collaboration on structured datasets
- –Complex multi-step calculations can become hard to debug
- –Spreadsheet-style operations like bulk formulas need careful setup
- –Large datasets can feel slower than desktop spreadsheet workflows
Best for: Teams managing relational data with spreadsheet views and workflow automation
Quicksight (Amazon QuickSight)
self-service BIA BI service that supports interactive dashboards, calculations, and semantic datasets for analytical exploration.
SPICE in-memory acceleration for faster dashboard interactions on large datasets
Amazon QuickSight stands out for Excel-like spreadsheet exploration paired with native cloud BI connections to AWS data services. It supports in-browser data prep, interactive dashboards, and self-service analytics without requiring local software installs.
Authors can create analyses with filters and drill-down so each worksheet-like view responds to user selections. Scheduled refresh and governed sharing help teams distribute insights across accounts and workspaces.
- +Build workbook-style analyses directly in the browser
- +Interactive dashboards with drill-down, filters, and cross-highlighting
- +Connects to AWS services like Athena, Redshift, and S3
- +Schedule refresh for automated dataset updates
- +Row-level security supports controlled audience access
- –Excel formulas and cell-by-cell layout cannot be replicated exactly
- –Complex modeling often requires careful dataset design
- –Governance and permissions add setup overhead for new teams
- –Advanced custom visuals rely on available visual capabilities
Best for: Teams needing governed, spreadsheet-like analytics on AWS data sources
Tableau
visual analyticsA data visualization platform that supports calculated fields, interactive dashboards, and analytics for spreadsheet-like exploration.
Web authoring with dashboard interactivity and row-level security for governed sharing
Tableau stands out for interactive visual analytics that quickly convert data into dashboards without writing code. It supports spreadsheet-style analysis through drag-and-drop dimensions and measures, plus calculated fields and parameter-driven views.
Tableau Server and Tableau Cloud enable governed sharing with row-level security for dashboards and workbooks. It is stronger than basic spreadsheet tools for live analytics, large dataset performance, and reusable dashboard components.
- +Drag-and-drop worksheets turn tabular data into interactive visuals fast
- +Calculated fields and parameters enable reusable, controllable analysis
- +Row-level security supports governed insights across teams
- +Dashboard actions connect filters and drilldowns across multiple views
- –Complex formatting and layout alignment can be time-consuming
- –Data prep and modeling sometimes require external tooling
- –Performance depends heavily on extract strategy and data structure
- –Advanced chart customization can feel less intuitive than spreadsheets
Best for: Teams building interactive dashboards and governed analytics from structured data
Power BI
BI dashboardsA BI platform that supports DAX measures, interactive reports, and dashboard analytics built from connected data sources.
DAX measures with row context and filter context for calculation logic in models
Power BI stands out with a self-service analytics workflow that turns modeled data into interactive dashboards and reports. It supports Excel-like work with spreadsheet imports, table modeling, and DAX measures for calculated metrics.
Visualizations, slicers, and drill-through enable report exploration without rewriting queries for each view. Power BI also adds collaboration features through publish to shared workspaces and scheduled data refresh for ongoing updates.
- +Interactive dashboards with drill-through and cross-filtering across visuals
- +DAX enables reusable calculated measures and complex business logic
- +Strong data modeling with relationships, measures, and calculated tables
- +Scheduled refresh keeps reports updated without manual export
- –DAX learning curve is steep compared with Excel formulas
- –High model complexity can make performance tuning difficult
- –Custom visuals can vary in quality and maintenance over time
- –Spreadsheet workflows like ad hoc editing are constrained in reports
Best for: Teams building governed dashboards with Excel-style metrics and reusable measures
How to Choose the Right Excel Like Software
This buyer’s guide explains how to select Excel-like software for spreadsheet work, collaboration, and analysis across Microsoft Excel (Microsoft 365), Google Sheets, LibreOffice Calc, ONLYOFFICE Docs Spreadsheet, Zoho Sheet, Smartsheet, Airtable, Amazon QuickSight, Tableau, and Power BI. It maps key capabilities like real-time co-authoring, Power Query style transformation, pivot-style analysis, governance, and workflow automation to concrete tool strengths and limitations. It also lists common selection mistakes that repeatedly break Excel-like spreadsheet migrations.
What Is Excel Like Software?
Excel-like software is a spreadsheet platform that supports cell-based formulas, grid editing, charting, and analysis workflows that feel familiar to Excel users. It solves common problems like collaborative workbook editing, repeatable data shaping, and turning tabular inputs into pivot-style summaries and dashboards. Teams typically choose these tools for reporting workbooks and operational analysis where formulas and structured tables are needed fast. Microsoft Excel (Microsoft 365) represents the analytics-heavy side with Power Query and PivotTables, while Google Sheets represents the browser-first collaboration side with real-time co-authoring and live cursors.
Key Features to Look For
These capabilities determine whether a tool supports the spreadsheet workflow patterns that drive day-to-day Excel usage.
Real-time co-authoring with collaboration signals
Google Sheets supports real-time co-authoring with live cursors and commenting so multiple editors can coordinate changes inside one workbook. Microsoft Excel (Microsoft 365) also supports real-time coauthoring with reliable conflict handling for shared spreadsheets.
End-to-end data transformation for analysis
Microsoft Excel (Microsoft 365) pairs Power Query with the Data Model to shape imported data and analyze it in one workbook workflow. This pairing matters when teams must clean, transform, and model data before PivotTables and charts update.
Pivot-style aggregation and interactive slicing
LibreOffice Calc provides PivotTables with in-sheet charting and slicer-style filtering for interactive analysis without leaving the spreadsheet grid. Excel users who rely on pivot drill-down and slicer-like filtering will find this workflow closer to spreadsheet expectations in LibreOffice Calc than in BI-focused tools.
Spreadsheet-compatible charting that updates from linked ranges
Microsoft Excel (Microsoft 365) includes charts that update dynamically from connected ranges and tables, which supports workbook-driven dashboarding. Google Sheets also supports charts for quick summary reporting using pivot tables and chart types that reflect spreadsheet selections.
Formula governance and structured input controls
Zoho Sheet includes data import and export with shared access controls and in-sheet comments for operational reporting cycles. Data validation rules in Google Sheets matter when teams want controlled inputs so formulas and pivot summaries stay consistent.
Governed analytics with security and interactive exploration
Tableau and Power BI deliver governed sharing with row-level security and interactive dashboard drill-down that Excel users can translate into filter-driven exploration. Amazon QuickSight adds SPICE in-memory acceleration for faster dashboard interactions when datasets are large.
How to Choose the Right Excel Like Software
A practical selection framework matches collaboration needs, analysis depth, and governance requirements to the tool that implements those workflows most directly.
Match the collaboration model to the editing style
Teams that need browser-first simultaneous editing should prioritize Google Sheets because it supports real-time co-authoring with presence, comments, and change tracking plus live cursors. Teams that live inside the Microsoft ecosystem and need shared editing plus advanced analytics should prioritize Microsoft Excel (Microsoft 365) because it supports real-time coauthoring with reliable conflict handling for shared spreadsheets.
Decide whether transformation and modeling must live inside the spreadsheet
Excel-like transformation workflows that rely on Power Query and modeling should point directly to Microsoft Excel (Microsoft 365) because Power Query and the Data Model pairing supports end-to-end data transformation and analysis. LibreOffice Calc can work offline for Excel-style formulas and pivot reporting but compatibility can change for complex Excel features imported into Calc.
Choose pivot and dashboard interaction based on how users explore results
For users who expect slicer-style filtering inside the workbook, LibreOffice Calc provides PivotTables with slicer-style filtering and in-sheet charting. For teams that want dashboard-style exploration with governed drill-down, Tableau and Power BI connect filters and drill-through across views using interactive dashboards.
Use workflow automation when spreadsheets must behave like governed systems
Smartsheet supports workflow automations that trigger actions from sheet data and cell changes, plus approvals and audit history for trackable execution. Airtable supports automations driven by edits, schedules, or record changes, and linked records with rollups support spreadsheet-like calculation across a lightweight relational model.
Pick the environment that fits deployment and security realities
Teams needing self-hosted collaboration and Excel-compatible editing should evaluate ONLYOFFICE Docs Spreadsheet because it supports collaborative editing and preserves spreadsheet structure when exporting to common office formats. Teams needing row-level security and interactive analytics on connected data sources should evaluate Amazon QuickSight on AWS because it supports governed sharing with row-level security and SPICE in-memory acceleration for faster interactions.
Who Needs Excel Like Software?
Excel-like software fits teams that want spreadsheet-grade calculations while adding collaboration, automation, or governed analytics.
Teams building analytics workbooks with shared editing and data modeling
Microsoft Excel (Microsoft 365) fits this audience because it combines real-time coauthoring with Power Query and the Data Model for end-to-end transformation and analysis. It also supports PivotTables and charts that update dynamically from connected ranges and tables.
Teams collaborating on spreadsheet reporting and calculations in real time
Google Sheets fits this audience because it supports browser-based real-time co-authoring with live cursors, commenting, and change tracking. It also includes data validation rules that help keep input quality high during collaborative workbook edits.
Teams needing Excel-like spreadsheets with offline editing and broad document formats
LibreOffice Calc fits this audience because it runs locally for offline work and supports Excel-format workflows like XLSX import. It also provides PivotTables with in-sheet charting and slicer-style filtering for interactive analysis.
Teams managing spreadsheets as governed workflows with dashboards and approvals
Smartsheet fits this audience because it links sheet data to dashboards with live cross-sheet reporting plus approvals and audit history. It also uses workflow automations that trigger actions from cell changes for governed execution trails.
Common Mistakes to Avoid
Common failures come from picking a tool based on spreadsheet familiarity while underestimating automation depth, pivot behavior, or formula performance on large workbooks.
Assuming Excel pivot and formatting behavior ports perfectly
LibreOffice Calc can import complex Excel workbooks but complex Excel features can arrive with altered layout or formulas, and advanced conditional formats and shapes can render less accurately. ONLYOFFICE Docs Spreadsheet and Google Sheets can preserve structure for many exports but some complex formulas require compatibility checks during migration.
Choosing a BI dashboard tool for cell-by-cell ad hoc editing
Amazon QuickSight and Power BI support interactive dashboards with governed drill-down, but Excel-style cell-by-cell layout and formula replication cannot be replicated exactly in QuickSight. Power BI also constrains ad hoc spreadsheet editing inside reports because spreadsheet workflows are primarily expressed through modeled tables and DAX measures.
Overbuilding complex spreadsheet logic without maintainability planning
Smartsheet can make complex formulas harder to maintain when workflows expand beyond simple pivot-style reporting. Airtable can also become hard to debug when multi-step calculations span linked records and rollups.
Ignoring workbook performance impacts from large formula sets
Google Sheets can experience performance degradation in large workbooks with many complex formulas. Microsoft Excel (Microsoft 365) can also become slow during recalculation in large workbooks, so large-model rollups should be designed carefully.
How We Selected and Ranked These Tools
We evaluated every tool on three sub-dimensions. Features carry a weight of 0.4, ease of use carries a weight of 0.3, and value carries a weight of 0.3. The overall rating is computed as overall = 0.40 × features + 0.30 × ease of use + 0.30 × value. Microsoft Excel (Microsoft 365) separated itself with features by combining Power Query with the Data Model for end-to-end data transformation and analysis, which supports PivotTables and dynamically updating charts from connected ranges.
Frequently Asked Questions About Excel Like Software
Which Excel-like tool is best for real-time coauthoring with visible edits?
What tool best handles data transformation and modeling like Excel Power Query plus Power Pivot?
Which Excel-like option works strongest offline on a desktop?
Which tools preserve Excel file structures best when opening and saving the same workbook?
Which platform is better for spreadsheet-driven workflows with approvals and audit trails?
Which Excel-like tool is best when spreadsheet rows behave like relational data records?
Which Excel-like option is best for building dashboards and interactive analytics instead of cell-only reporting?
Which tool supports automation triggered by edits or data changes?
What should teams use to handle spreadsheet security and governed sharing at scale?
How do teams typically get started converting existing Excel models to an Excel-like workflow?
Conclusion
After evaluating 10 data science analytics, Microsoft Excel (Microsoft 365) stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
Tools reviewed
Primary sources checked during evaluation.
quicksight.aws.amazon.comReferenced in the comparison table and product reviews above.
Keep exploring
Comparing two specific tools?
Software Alternatives
See head-to-head software comparisons with feature breakdowns, pricing, and our recommendation for each use case.
Explore software alternatives→In this category
Data Science Analytics alternatives
See side-by-side comparisons of data science analytics tools and pick the right one for your stack.
Compare data science analytics tools→FOR SOFTWARE VENDORS
Not on this list? Let’s fix that.
Our best-of pages are how many teams discover and compare tools in this space. If you think your product belongs in this lineup, we’d like to hear from you—we’ll walk you through fit and what an editorial entry looks like.
Apply for a ListingWHAT THIS INCLUDES
Where buyers compare
Readers come to these pages to shortlist software—your product shows up in that moment, not in a random sidebar.
Editorial write-up
We describe your product in our own words and check the facts before anything goes live.
On-page brand presence
You appear in the roundup the same way as other tools we cover: name, positioning, and a clear next step for readers who want to learn more.
Kept up to date
We refresh lists on a regular rhythm so the category page stays useful as products and pricing change.