Tools & Resources
Equip your experiments
Good experiments need reliable measurement. These are the tools we'd actually use — organised by domain, chosen for accuracy and practical usefulness.
Links are Amazon affiliate links. We only list tools we'd recommend regardless.
🏃 Health & Fitness
Wearables and trackers that give you reliable data for sleep, recovery, and exercise experiments.
Oura Ring Gen 3
The most research-validated consumer sleep tracker
Tracks sleep stages, HRV, resting heart rate, skin temperature, and produces a daily Readiness score. Used in multiple published studies. Ring form factor means higher comfort and compliance than wrist devices.
WHOOP 4.0
Strain and recovery for athletes
Subscription-based wearable focused on training load (Strain) and recovery. No screen keeps you off your phone. Useful for correlating workout intensity with next-day HRV and sleep quality.
Garmin Forerunner 265
GPS running watch with serious HRV tracking
Full GPS running and cycling watch that tracks HRV Status (7-day trend), Body Battery, sleep, and training readiness. The HRV Status feature is one of the better consumer implementations for week-to-week trend tracking.
Garmin Fenix 7 Pro
Premium multisport watch for serious experimenters
Garmin's flagship adventure watch with solar charging, ECG-validated HRV, full GPS multi-band, pulse oximeter, and ground contact time for running mechanics. The training load and recovery time features make it ideal for structured exercise experiments.
COROS Pace 3
Lightest GPS running watch with 17-day battery
At 30g, the Pace 3 is one of the lightest GPS sport watches available. COROS's HRV tracking and training load analysis rival Garmin at a lower price. Outstanding battery life means fewer charging interruptions in multi-week experiments.
COROS Vertix 2S
Expedition-grade watch for outdoor experiments
60-day battery in smartwatch mode, dual-frequency GPS, and advanced training analytics. The COROS EvoLab suite tracks VO2 max trends, training load, and recovery — making it one of the most data-rich platforms for long-running experiments.
Apple Watch Series 9
Broadest ecosystem, ECG, blood oxygen
The best choice if you're in the Apple ecosystem. ECG on demand, blood oxygen, crash detection, and the widest app support. Sleep tracking is less detailed than Oura or Garmin for stage detection, but works well as an all-purpose baseline device.
Polar H10 Chest Strap
Gold-standard HRV accuracy
The reference device used in research studies measuring HRV. ECG-level accuracy. If you want to know your actual HRV rather than an estimate, pair it with Elite HRV or HRV4Training.
Polar Vantage V3
Research-grade multisport watch with ECG
Polar's flagship watch includes a wrist ECG for on-demand HRV measurement, optical heart rate, running power, and advanced sleep tracking. Polar's sleep staging algorithm is among the more accurate consumer implementations.
Samsung Galaxy Watch 6
Best Android wearable with body composition
The top choice for Android users. Measures body composition (BIA), tracks sleep including sleep coaching, ECG, and blood pressure (in supported countries). Google Health integration makes data export and correlation straightforward.
Withings Body+
Smart scale with body composition tracking
Measures weight, BMI, body fat %, muscle mass, bone mass, and water percentage via bioelectrical impedance. Syncs to Apple Health and Google Fit. Ideal for tracking changes during diet or exercise experiments.
😴 Sleep
Tools specifically for measuring and improving sleep quality.
Withings Sleep Analyzer
Under-mattress sleep tracking without wearing anything
Slides under your mattress and tracks sleep cycles, heart rate, and snoring via pressure and sound sensors. No wrist device needed — excellent for multi-night experiments where compliance matters.
Smart Bulb (Philips Hue White Ambiance)
Programmable light temperature for sleep experiments
Tune colour temperature from warm (2200K, pre-sleep) to daylight (6500K, morning). Run controlled experiments on how light temperature affects your sleep onset and morning alertness.
Tempur-Pedic TEMPUR-Ergo Smart Base
Adjustable base with sleep tracking built in
Smart bed base with SleepTracker-AI that monitors sleep without a wearable. Adjust head/foot elevation and track whether posture changes affect sleep quality or back pain over time.

🍳 Kitchen Science
Precision measurement tools for food, cooking, and nutrition experiments.
OXO Good Grips Kitchen Scale
1g precision for consistent recipe measurement
A reliable 11 lb / 5 kg kitchen scale with 1g precision and a large platform. Consistent weighing is the foundation of any food experiment — replacing volume measures with weight makes recipes reproducible.
Instant-Read Thermometer (ThermoWorks Thermapen One)
1-second accurate temperature for cooking experiments
The Thermapen One reads in 1 second to ±0.5°F/0.3°C. Essential for food science experiments: testing doneness, fermentation temperatures, and oil temperature for frying.
Continuous Glucose Monitor (CGM) — Dexcom G7
Real-time glucose response to foods
The most powerful tool for personalized nutrition experiments. Wear a CGM for 10-day periods to measure how different foods, meal timing, and exercise affect your blood glucose. Requires a prescription in most countries.
Fermentation Crock (Humble House Sauerkrock)
Controlled fermentation for gut health experiments
A proper fermentation crock with a water seal creates the anaerobic environment needed for consistent lacto-fermentation. Run controlled trials comparing fermented vs. unfermented foods for digestive markers.
🌱 Garden & Plants
Sensors and tools to run controlled experiments in your garden or with houseplants.
Xiaomi Mi Flora Plant Sensor
Soil moisture, nutrients, light, and temperature
A low-cost Bluetooth sensor that pushes into soil and measures moisture, conductivity (nutrients), sunlight, and temperature every hour. Compare watering schedules, soil mixes, or pot locations side by side.
VIVOSUN pH and TDS Meter Combo
Test soil and water quality for growing experiments
Measures pH and total dissolved solids (TDS) in water or soil runoff. Essential for hydroponic and fertigation experiments where nutrient concentration and pH directly control plant uptake.
Govee Temperature & Humidity Sensor
Log growing conditions over time with your phone
A small Bluetooth/WiFi logger that records temperature and humidity with graphed history in the Govee app. Compare microclimate conditions across different spots in your garden, greenhouse, or grow tent.
Grow Light (Spider Farmer SE3000)
Controllable full-spectrum LED for indoor growing
Samsung LM301H diodes and a dimmer make this a suitable controlled light source for indoor experiments — you can hold light quality constant and vary only the factor you're testing (watering, soil, etc.).
🧠 Focus & Workspace
Tools for running controlled experiments on productivity, focus, and cognitive performance.
Muse 2 Headband
Real-time EEG feedback during meditation
Measures brainwaves (EEG), heart rate, breathing, and body movement during meditation sessions. Translates brain activity into audio feedback — calmer brain = quieter weather sounds. Useful for tracking session quality over time.
Standing Desk Converter (FlexiSpot M7)
Test sitting vs. standing on focus and energy
A desk riser that lets you switch between sitting and standing without replacing your desk. Run structured experiments: alternate sitting days vs. standing days and track energy, focus, and back pain as outcomes.
Noise-Cancelling Headphones (Sony WH-1000XM5)
Control ambient noise as an experimental variable
Excellent active noise cancellation lets you hold the acoustic environment constant across sessions. Test how music genres, white noise, or silence affect deep work output by changing only that one variable.
Luxe Time Timer (60 min)
Visual time awareness for Pomodoro experiments
A visual countdown timer that shows exactly how much time remains with a disappearing red disc. Ideal for comparing work-block lengths — 25 min vs. 45 min vs. 90 min — and measuring their effect on output quality.
📏 Measurement Basics
The foundational tools every self-experimenter needs for reliable measurement.
Blood Pressure Monitor (Withings BPM Connect)
Clinically validated home BP measurement
Clinically validated upper-arm cuff with Wi-Fi sync. Measures systolic/diastolic pressure and heart rate. Run controlled experiments on diet, salt intake, exercise, or stress management protocols.
Pulse Oximeter (Wellue O2Ring)
Overnight blood oxygen and HR monitoring
A ring-style oximeter that tracks SpO2 and heart rate all night, vibrating if oxygen drops below your threshold. Useful for testing sleep interventions in people with mild sleep apnea or for altitude experiments.
Actigraph-equivalent (Fitbit Inspire 3)
Affordable 24/7 activity and sleep logging
The most accessible entry point for wrist-based tracking. Steps, active minutes, sleep, HRV (limited), and stress. Good enough to detect meaningful differences between experimental conditions even if absolute values have noise.
Journaling Notebook (Leuchtturm1917 A5)
Analog outcome tracking alongside digital data
A numbered, indexed hardback notebook. Some outcomes — mood, cognitive quality, subjective energy — are best captured with a few written lines rather than a slider. Combine with digital tracking for the full picture.
Put the data to work
A tool is only as useful as the experiments you run with it.
SteadyPractice helps you design controlled experiments around the data your tools collect — so you learn what actually moves your numbers, not just what they are.