Best Columns AI Alternatives in 2026
Updated Sep 12, 2026
Looking for alternatives to Columns AI? Here are 24 similar tools in the Analytics & BI category.
Why people look for a Columns AI alternative
- •Noticeable learning curve
- •Limited mapping functionality
- •High initial cost noted by some users
To be fair to Columns AI: very smooth data connection; helpful ai recommendations that surface data insights. If that's what matters most to you, it may still be the right call.
How we picked this list
Open-source & cheaper picks above are hand-curated by AIToolPundit's editorial team, not generated automatically. We check pricing tier, open-source status, and GitHub links at the time each row is added — but pricing and licensing change, so verify on the vendor's own site before switching.
The alternatives grid below is matched algorithmically: same category, ranked first by how many functional tags a tool shares with Columns AI, then by AIToolPundit's own user rating and page views. We don't currently pull in third-party review platforms (Capterra, G2, Trustpilot) — ratings shown are ours alone, not aggregated.
No listing can pay to rank higher on this page. Order here comes only from tag relevance and rating/views — unrelated to any paid placement elsewhere on the site.
Open-source & cheaper alternatives to Columns AI
Lower-cost and free options — independently curated.
- 1
Enterprise-grade BI and visualization for data scientists; more complex than Columns' guided storytelling.
- 2
BI platform better suited to real-time data and complex multi-source joins.
- 3
Self-service analytics for teams needing deeper querying and dashboards.
Independently curated by AIToolPundit. Third-party links are not endorsements; pricing and open-source status can change — verify on the vendor's site.
24 more Analytics & BI tools like Columns AI
Ask-anything trend forecasting built on 300K+ early-adopter behavioral signals.
Best-in-class AI data analyst that turns natural-language questions into trusted SQL answers.
AI that explains your GA4 website analytics in plain English
AI analyst that watches your whole stack and sends the story to Slack, Teams or email
Cloud monitoring & security platform
Digital analytics platform
Digital experience analytics & session replay
Powerful business intelligence platform
Business intelligence by Microsoft
Open-source product analytics
Enterprise business intelligence and analytics platform for actionable data insights
AI presentation maker that turns raw ideas into animated, on-brand slides in minutes.
Track and analyze short-form video across any accounts in one synced dashboard.
DeepResearch-powered super agents that turn one prompt into slides, docs, sheets, and videos.
Pull data from 350+ platforms into your BI tools, warehouses, spreadsheets, and AI chats — no code.
Open-source agentic GenBI that turns plain-English questions into governed SQL, charts, and dashboards.