Equals vs DATAKU

Equals is a platform designed to bring clarity and trust to business data by combining the familiar spreadsheet interface with live data connections and AI-powered insights. It enables teams to build expert workbooks that serve as a single source of truth, ensuring consistent answers across the organization. The platform supports syncing data from multiple sources into a managed warehouse, allowing users to create and maintain dashboards, reports, and models that update automatically. Equals targets revenue operations, finance, and sales teams who need accurate, real-time analytics without the complexity of traditional BI tools. Its AI assistant helps answer questions and build reports, reducing time spent on data wrangling. The platform also supports embedding live charts into collaboration tools like Notion and sending automated updates via Slack or email. With features like writeback to CRMs and enterprise-grade security, Equals integrates deeply into business workflows. It is built to replace error-prone manual reporting with scalable, auditable analytics that teams can trust.

DATAKU is a data science site that tracks AI benchmarks, API pricing, and model releases, then packages the numbers into free calculators and downloadable datasets. The homepage archives articles on inference costs, funding rounds, and head-to-head model comparisons, while the Tools section hosts eight utilities such as an LLM cost calculator, benchmark decoder, and model graveyard.

Most AI news sites summarize press releases. DATAKU cross-references provider docs, leaderboard scores, and its own pricing tables, which is why the downloadable datasets page lists 48-row pricing histories and 62-row benchmark score tables under CC BY 4.0 licenses.

Data analysts, ML engineers, and buyers use DATAKU when they need cost-per-token math, benchmark context, or CSV exports instead of marketing claims. The About page describes the project as benchmark and pricing tracking run by a former Tokyo data analyst.