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T-tests, confidence intervals, regression, correlation, chi-square, ANOVA — all free, instant, and accurate. No spreadsheet needed.

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🎮 New: the Statistics Playground

Interactive games & simulators that make statistics actually click — not just calculators.

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🎰 Beat the Algorithm (new game) 🔔 Recall the Curve 🎯 Guess the Correlation 🔔 CLT Simulator 📏 CI Simulator 🎛️ Distribution Explorer 📈 Regression Sandbox

🤖 New: Statistics for AI & LLM Evaluation

Error bars for eval scores, paired tests to compare models, eval sample size, pass@k, and LLM-judge agreement.

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Eval Confidence Interval Compare Two Models (McNemar) Eval Sample Size pass@k Calculator Cohen's Kappa (LLM Judge) Arena Elo Ratings F1 Confidence Interval Krippendorff's Alpha Calibration (ECE) Paired Bootstrap Test Judge Score CI
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Advanced Tools

New to a topic? Read the plain-English guides → · Revising? Grab the printable statistics formulas cheat sheet → · Not sure which test? Use the chooser →

Why Stat-Tools?

Built for students, researchers, analysts, and everyone in between.

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Instant results

Powered by a Python/SciPy backend for numerically accurate outputs — no rounding errors.

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Interpreted output

Every result includes a plain-English conclusion so you know what the numbers actually mean.

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Secure accounts

Create a free account to save your calculation history, revisit results, and stay organized.

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Works everywhere

Fully responsive — works great on desktop, tablet, and mobile browsers.