7.4
SpotScore
Top 10 Columns Alternatives 2026
Effortless organization for maximum productivity.
Trusted by 2M+ software buyers annually.
Main Features
- Data Analysis
- Key Performance Indicators
Pricing
Starts from $75/year when yearly, also offers free forever plan
Columns is a Business Intelligence Software platform. Teams looking for alternatives typically need better pricing flexibility, easier deployment, or a closer feature fit for their specific use case. Below you'll find 10 vetted Business Intelligence Software alternatives ranked by user rating, with filters to narrow by pricing, platform, and features — so you can find the right fit for 2026.
Columns vs Top Alternatives at a Glance
Side-by-side comparison of pricing, user rating, and free trial availability to help you decide faster.
| Tool | Best For | Pricing | Rating | Free Option |
|---|---|---|---|---|
| Columns Current | Business Intelligence Software | $75 | No reviews | ✓ Yes |
 KNIME Analytics Platform | Business Intelligence Software | Custom pricing | 4.4 ★ | ✗ No |
 Jethro | Business Intelligence Software | Free trial | 5.0 ★ | ✓ Yes |
 AppInsights | Business Intelligence Software | Custom pricing | 3.6 ★ | ✗ No |
 Trevor.io | Business Intelligence Software | $299 | 4.9 ★ | ✓ Yes |
 Kato | Business Intelligence Software | $69 | 2.5 ★ | ✓ Yes |
Showing 1-10 out of 10
List of the Top Columns alternatives as of November 2026
Compare business software, products, and services to find the best solution for your business or organization. Use the filters on the left to drill down by category, pricing, features, market segment, user ratings, and more.
7.7
SpotScore
KNIME Analytics Platform — 4.44★
Effortlessly create powerful data analysis workflows.
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What is KNIME Analytics Platform?
KNIME Analytics Platform is an open-source software that makes it easy for developers to craft appropriate data science workflows with drag and drop features. This GUI-driven platform offers intuitive and open interface which allows developers to explore and design data analysis workflows ...
Read moreWhat reviewers like about KNIME Analytics Platform
- User-friendly interface
- Drag-and-drop functionality
- Supports multiple data formats
Where KNIME Analytics Platform falls short
- Limited advanced analytics features
- May require coding for complex tasks
- Performance can lag with large datasets
Common Features
-
Data Analysis
Unique Features
-
Ad hoc Reports
Pricing
KNIME Analytics Platform offers custom pricing plan
8.0
SpotScore
Jethro — 5★
Unleash the full potential of Big Data.
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What is Jethro?
Jethro is the perfect choice for Business Intelligence users working with Big Data. It allows users to run incredibly fast, up to 100x faster, SQL queries on Hadoop with billions of records and thousands of concurrent users, thanks to its SQL Acceleration Engine. Seamless integration with BI ...
Read moreWhat reviewers like about Jethro
- Fast SQL queries
- Seamless BI tool integration
- Massive data handling
Where Jethro falls short
- Requires Hadoop knowledge
- Limited to SQL queries
- Not suitable for non-technical users
Common Features
-
Key Performance Indicators
-
Data Analysis
Unique Features
-
Trend Indicators
-
Strategic Planning
-
Dashboard
+ 1 more
Pricing
Free Trial available
Jethro offers custom pricing plan
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8.1
SpotScore
AppInsights — 3.63★
Real-time insights for effective decision-making.
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What is AppInsights?
AppInsights provides you with real-time insights to help you drive digital transformation. With these real-time reports at your fingertips, you'll always be aware of what's happening in your key operational areas. Automated data gathering and visualization tools will save you time and energy so ...
Read moreWhat reviewers like about AppInsights
- Real-time insights
- Automated data gathering
- User-friendly visualization
Where AppInsights falls short
- Limited customization options
- May require training
- Can be expensive
Common Features
-
Key Performance Indicators
-
Data Analysis
Unique Features
-
Trend Indicators
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Dashboard
-
Ad hoc Reports
+ 1 more
Pricing
AppInsights offers custom pricing plan
8.6
SpotScore
Trevor.io — from $299 · 4.93★
Measure your success, every minute.
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What is Trevor.io?
Trevor.io is a way to track important statistics and measure how business is doing. Its powerful metrics dashboard let's business know how they doing every week, day, and hour of the year. It's easy to set up and offers a wide range of integration possibilities, letting anyone in thr company ...
Read moreWhat reviewers like about Trevor.io
- Metrics tracking
- Easy setup
- Wide integration possibilities
Where Trevor.io falls short
- Limited advanced analytics
- Basic reporting features
- May lack customization
Common Features
-
Key Performance Indicators
-
Data Analysis
Unique Features
-
Trend Indicators
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Strategic Planning
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Dashboard
+ 3 more
Pricing
Free Trial available
Starts from $299/Month
8.1
SpotScore
Kato — from $69 · 2.5★
Maximize your data potential with Kato.
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What is Kato?
Kato business intelligence software delivers on its promise of visualization, focused reporting and actionable insights by combining smart technologies and a natural user experience in a new way. It becomes the digital nervous system of an organization that can learn, adapt and respond to ...
Read moreWhat reviewers like about Kato
- Smart technology integration
- Actionable insights
- User-friendly experience
Where Kato falls short
- May require training
- Can be complex for new users
- Not suitable for very small businesses
Common Features
-
Key Performance Indicators
-
Data Analysis
Unique Features
-
Trend Indicators
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Strategic Planning
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Profitability Analysis
+ 2 more
Pricing
Free Trial available
Starts from $69/Month
Appflow.ai — from $3.88 · 4.47★
Maximize Subscription Growth and Insights.
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What is Appflow.ai?
Appflow.ai is a powerful In-app Subscription Analytics Tool that helps you to manage iOS & Android in-app subscriptions, paywall A/B testing, and push notifications in the same place. Using our innovative platform you can unlock valuable insights by segmenting and comparing subscriber data and ...
Read moreWhat reviewers like about Appflow.ai
- Appflow.ai automates tasks, saving time and streamlining app development.
- The platform provides detailed insights into customer interactions, aiding in decision-making.
- Appflow.ai offers a drag-and-drop interface for easy workflow creation, even for non-coders.
Where Appflow.ai falls short
- Pricing can be perceived as high in the industry.
- Users note limited integrations and customization options for popular apps and services.
Common Features
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Data Analysis
Unique Features
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Analytics
-
Data Integration
Pricing
Free Trial available, Try Now
Starts from $3.88/Month, also offers free forever plan
8.2
SpotScore
InetSoft Style Scope — 3.25★
Transform data into visual insights.
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What is InetSoft Style Scope?
InetSoft Style Scope is an intuitive and easy-to-use self-service analytics tool that yields vivid visualizations of your business data. Featuring user portals and pre-made dashboards, it's an ideal solution for modern companies looking to optimize their workflow and seize KPIs. Put the power ...
Read moreWhat reviewers like about InetSoft Style Scope
- Intuitive analytics tool
- Vivid visualizations
- Pre-made dashboards
Where InetSoft Style Scope falls short
- Limited customization options
- May require training
- Basic features for advanced users
Common Features
-
Key Performance Indicators
-
Data Analysis
Unique Features
-
Trend Indicators
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Dashboard
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Benchmarking
+ 3 more
Pricing
InetSoft Style Scope offers custom pricing plan
9.2
SpotScore
OWOX BI — from $42 · 4.9★
Unleash the power of your data.
Add to compare
What is OWOX BI?
Owox BI software is a powerful tool that offers the capability to analyze your company data and put results into action. An online analytical platform for business intelligence, financial reporting and performance monitoring, Owox BI enables to answer critical questions in a convenient way: ...
Read moreWhat reviewers like about OWOX BI
- User-friendly interface and fast, multilanguage support team facilitate ease of use.
- Marketing analytics tools with various analysis options and strong customer support.
- Effective for data transfer and integration, such as from BigQuery to Google Sheets.
Where OWOX BI falls short
- Newcomers may find the platform's richness of features and customizations complex without adequate support.
- Limited selection in the Marketplace for additional apps and connectors can constrain advanced functionalities.
Common Features
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Key Performance Indicators
-
Data Analysis
Unique Features
-
Trend Indicators
-
Strategic Planning
-
Profitability Analysis
+ 5 more
Pricing
Free Trial available
Starts from $42/Month, also offers free forever plan
8.5
SpotScore
Secoda — from $99 · 4.62★
Streamline data discovery and optimization.
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What is Secoda?
Secoda is an innovative data discovery tool that enables organisations to quickly access the correct data in real-time, increasing efficiency across numerous data teams at more than 100 companies. Secoda helps teams onboard, enhance data performance, document knowledge, and identify the cause ...
Read moreWhat reviewers like about Secoda
- Innovative data discovery
- Real-time data access
- Collaboration features
Where Secoda falls short
- Limited to data discovery
- Requires training for effective use
- Not suitable for all industries
Common Features
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Key Performance Indicators
-
Data Analysis
Unique Features
-
Strategic Planning
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Profitability Analysis
-
Dashboard
+ 4 more
Pricing
Free Trial available
Starts from $99/Month when Billed Yearly, also offers free forever plan
9.2
SpotScore
TIBCO Spotfire — from $20.83 · 4.58★
Empower your business decisions with visual data insights.
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What is TIBCO Spotfire?
With TIBCO Spotfire, discover the power of data visualization— turning thousands of rows into visual insights that enable business to make better decisions faster. Spotfire helps user get answers to complex business questions with easy-to-use charts and graphs, dashboards, maps and reports— all ...
Read moreWhat reviewers like about TIBCO Spotfire
- Spotfire offers best visualizations for dashboards and it's easy to use.
- TIBCO is a well-organized platform for data management, making it user-friendly and easy to analyze data.
- Interactive AI, data science, and real-time analytics facilitate quick decision-making.
Where TIBCO Spotfire falls short
- Newcomers may find the richness of features and customizations complex without adequate support.
- Limited options for additional apps and connectors in the Marketplace may restrict advanced functionalities.
- Intimidating coding interface compared to Excel for tasks like calculated columns.
Common Features
-
Key Performance Indicators
-
Data Analysis
Unique Features
-
Trend Indicators
-
Strategic Planning
-
Profitability Analysis
+ 4 more
Pricing
Free Trial available
Starts from $20.83/Month when Billed Yearly
The main Columns competitors
Columns competes with 10 other business intelligence software tools tracked on Spotsaas. The closest by feature overlap are KNIME Analytics Platform, Jethro and AppInsights. Each is compared against Columns on rating, pricing and feature coverage below.
Sites and apps like Columns
Searches for "sites like Columns" and "apps like Columns" land on the same set of options as "Columns alternatives" — the 10 options below cover both, whether you want a like-for-like replacement or something lighter.
What makes each Columns alternative worth considering
User-friendly interface
Watch for: Limited advanced analytics features
Smart technology integration
Watch for: May require training
Appflow.ai automates tasks, saving time and streamlining app development.
Watch for: Pricing can be perceived as high in the industry.
Intuitive analytics tool
Watch for: Limited customization options
User-friendly interface and fast, multilanguage support team facilitate ease of use.
Watch for: Newcomers may find the platform's richness of features and customizations complex without adequate support.
Spotfire offers best visualizations for dashboards and it's easy to use.
Watch for: Newcomers may find the richness of features and customizations complex without adequate support.
Why teams look for a Columns alternative
A few recurring complaints tend to drive the move off Columns:
- Limited analytics features
- May lack advanced project management tools
- Not suitable for large teams
The buyer's checklist for a Columns alternative
Stacked against each other, the 10 alternatives compare this way: 7 offer a free tier; and Jethro is the highest rated at 5★ across 1 reviews.
How we sort these tools.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
