15 Best Data Wrangling Tools in 2026 [Curated List]

Data wrangling tools help you transform messy, raw data into clean, structured formats ready for analysis, without writing complex code or waiting on data engineers. This guide compares 15 data wrangling tools across pricing, features, ease of use, and ideal use cases to help you find the right solution. Quick comparison table Tool Best For […]

15 Best Data Quality Tools for 2026 [Curated List]

Data quality tools automatically detect and fix issues like missing values, duplicates, formatting errors, and invalid data before they break your reports and dashboards. This guide compares 15 tools across pricing, features, and ideal use cases. Quick comparison table Tool Best For Starting Price Implementation Time Code Required Mammoth Analytics Business analysts, self-service $16/month 1-3 […]

ThoughtSpot Pricing Guide 2026: Costs & Plans Broken Down

ThoughtSpot doesn’t publish their pricing online. After analyzing verified customer reports and industry data, here’s what enterprise teams actually pay. The Short Answer Most organizations pay between $100,000 and $500,000 annually for ThoughtSpot. Small deployments (25-50 users) typically start around $100,000-$150,000. Mid-market teams (100-200 users) pay $200,000-$350,000. Enterprise contracts exceed $400,000 and can hit $1 […]

Domo Pricing Guide 2026: Costs & Plans Broken Down

Domo doesn’t publish their pricing online. After analyzing verified customer reports, here’s what teams discover when they finally get quotes. The Short Answer Most organizations pay between $50,000 and $250,000 annually for Domo. Small teams (10-25 users) typically pay $50,000-$75,000. Mid-market deployments (50-100 users) run $100,000-$150,000. Enterprise contracts exceed $200,000 and can hit $500,000+ for […]

Qlik Sense Pricing Guide 2026: Costs & Plans Broken Down

Qlik won’t tell you what Qlik Sense costs until you sit through sales calls. After analyzing verified customer reports and industry data, here’s what organizations actually pay. The Short Answer Most teams pay between $30,000 and $300,000 annually depending on size. A 50-person team typically pays $60,000-$100,000 per year for licensing alone, which works out […]

Looker Pricing: Complete Cost Breakdown for 2026

Google doesn’t publish Looker pricing. After analyzing verified customer reports from G2, TrustRadius, and industry analysts, here’s what organizations actually pay. What Looker Costs 10-25 users: $36,000-$60,000/year50-100 users: $84,000-$120,000/year250+ users: $216,000-$360,000+/year These are licensing costs only. Implementation, BigQuery, and maintenance add significantly more. Why There’s No Public Pricing Google sells Looker through enterprise sales like […]

Power BI Pricing: Complete Cost Breakdown for 2026

Looking for dashboards without Power BI’s complexity? Mammoth creates dashboards with AI in 12-18 minutes. No training. No per-user fees. Starting at $16/month. Try Mammoth Free → Power BI’s pricing appears simple at first glance but gets complicated fast when you factor in who needs licenses, data refresh requirements, and the hidden costs Microsoft doesn’t […]

Tableau Pricing: Complete Cost Breakdown for 2026

Tableau’s pricing structure includes multiple products with different licensing models. Here’s what teams actually pay, based on Salesforce’s current pricing and verified customer reports. Quick Answer: Tableau Costs Tableau Creator: $75/user/month (billed annually at $900/year)Tableau Explorer: $42/user/month (billed annually at $504/year)Tableau Viewer: $15/user/month (billed annually at $180/year) All prices require annual commitment. Month-to-month options available […]

dbt Pricing Guide 2026: Costs & Plans Broken Down

dbt Cloud pricing looks simple on their website until you actually try to calculate what you’ll pay. The combination of per-developer licensing, job run consumption, and data warehouse compute costs creates a pricing model that’s harder to predict than it first appears. If you’re evaluating dbt Cloud for your modern data stack, here’s what you […]

Pentaho Pricing Guide 2026: Costs & Plans Broken Down

Pentaho pricing has become increasingly unclear since Hitachi Vantara acquired the platform. The open-source community edition still exists, but enterprise pricing is now buried in Hitachi’s complex portfolio. If you’re evaluating Pentaho, here’s what you need to know about actual costs, hidden fees, and whether it still makes sense for your organization. What Customers Report […]