Best Analytics Tools in 2026

We've reviewed and ranked the top analytics tools based on features, pricing, user ratings, and our hands-on testing.

KNIME

Open-source data analytics platform

⭐ 4.4/5

Visit KNIME → Free / $Custom/mo

Analytics automation platform

⭐ 4.3/5

Visit Alteryx → $4,950+/yr

Advanced analytics software

⭐ 4.2/5

Visit SAS → Custom pricing

Statistical analysis software

⭐ 4.1/5

Visit IBM SPSS → $99+/mo