The Best Scoop Analytics Alternatives in 2026

Querri connects business data, cleans and analyzes it in plain language, and organizes results around questions and KPIs.

ThoughtSpot provides analytics with AI agents and automated insights to help teams explore and act on business data.

TextQL organizes business logic into a data ontology for answering questions across company analytics.

Looker provides business intelligence, data exploration, and embedded analytics tools through Google Cloud.

Zerve supports research and analytics workflows, with AI agents for data discovery, analysis, reports and production deployment.

Deploybase compares GPU cloud and language model API prices, performance benchmarks, and provider market data.

VidStats provides real-time YouTube analytics, competitor analysis and optimization tools, with a seven-day trial listed.

SimpleBench evaluates everyday reasoning by comparing language models with human performance.

ClickBoss monitors marketing data, sends a morning briefing with priorities, audits performance, and forecasts results.

Powerdrill Bloom presents an AI workspace with memory for data analysis and agents.

KNIME provides data analysis tools and a visual workflow builder for data science solutions.

Enables data-driven, interactive data analytics and collaborative documents.

Arcwise analyzes metric changes and traces its explanations to business data and documentation for team review.

skill-optimizer benchmarks, evaluates, and optimizes skills to check their performance across large language models.

LifeArchitect publishes a reference table of language models and their specifications and data points.

NLP Lab provides annotation and labeling tools for language data, with updates to trial licensing and export filters.

Speetals monitors website performance using real-user metrics and Core Web Vitals data.

Sourcetable combines spreadsheets and data analysis tools for creating financial models and working with datasets.

Ajelix provides AI chat and spreadsheet tools for data analysis, finance, marketing, presentations, and Google Workspace apps.

HouseCanary provides property data, valuations, comparative market analyses, forecasts, and real estate analytics for U.S. properties.

Two Minute Reports connects marketing data to Google Sheets and Looker Studio for agency reporting and analytics.

Hex is an AI analytics platform for exploring and analyzing data through conversation grounded in governed context.

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media.

rapaio offers a toolbox for statistical analysis, data mining, and machine learning tasks.