Power Query vs Power BI: Key Differences & Which To Use

If you work with data, there’s a good chance you’ve come across Power Query and Power BI. Two of Microsoft’s most well-known tools for working with data.  But what’s the difference? And more importantly, which one should you actually use? At Mammoth, we’ve spent a lot of time working with teams that rely on Power […]

Alteryx Pricing Guide 2025: Costs & Plans Broken Down

Aside from listing a price of $3,000/year for their basic license (over 25x more expensive than Mammoth’s starting price), Alteryx don’t publicly share their pricing.  So, unless you’re ready to speak with their sales team, it can be pretty tricky to understand how much it’ll cost you.  Not ready to jump into Alteryx’s sales cycle […]

Data Harmonization: 7 Tools Worth Trying (in 2025)

Data Harmonization Tools

Let’s face it, data is messy.  Whether you’re dealing with inconsistent formats, duplicate entries, or scattered sources, making sense of it all can feel like a full-time job.  That’s where data harmonization tools come in.  They simplify the process of cleaning, transforming, and integrating your data so you can focus on what matters: getting actionable […]

Data Automation Tools: We Compare The Top 13 (in 2025)

Data automation tools

Finding the right data automation tool makes a huge difference in how you handle your day-to-day operations. But with so many options out there, it can be hard to know where to start.  By combining expert reviews with user feedback, we’ve created a ranking of the best data automation software on the market.  All based […]