Sensor Bio
vs Oura
One is signal infrastructure, built to carry raw physiological data into any system that needs it. The other is a consumer ring, built to carry Sleep, Readiness, and Activity insights onto a membership screen. Here is the difference, specification by specification.
Built as infrastructure, not as a gadget.
Four differences decide whether a wearable can carry an institutional workload. Oura was built as a consumer ring and membership product, not as partner signal infrastructure.
The full waveform, not the summary
Scores and insights sit on top of the exposed raw signal, with the context that shows what drove the number.
Public Cloud API v2 hands over daily scores and 5-minute heart-rate samples. Continuous raw PPG, raw accelerometer, beat-to-beat IBI, and an on-device streaming SDK are not listed on that surface as of 2026-10-28.
One system, every use case
Designed from the ground up as a data platform that clinical, defense, and enterprise partners build on directly.
A membership product for individuals. Partners inherit the Oura app, scores, and Cloud API roadmap.
Your brand on the signal
Ships as infrastructure a partner can put its own name on from the first deployment.
White-label / OEM is not listed on current ouraring.com product pages as of 2026-10-28. The brand stays theirs.
Shaped to the deployment
Data model, retention, and reporting are configured to the partner's environment: a hospital, a base, a research protocol.
Configured per individual membership and app settings, not per hospital, base, or research protocol.
A wellness tracker tells a person a score and stops there. A signal platform shows the score, the raw signal behind it, and hands over the data to prove it.
Six problems institutional buyers run into, and how we answer each one.
Raw waveform export is the default data product for every partner, not a gated upsell.
The public Oura Cloud API v2 (OAuth2) documents daily scores, sleep-session summaries, and 5-minute heart-rate samples. Continuous raw PPG waveforms, raw accelerometer series, beat-to-beat IBI, and an on-device streaming SDK are not listed on those docs as of 2026-10-28. Organizations / research export channels may differ; partners should confirm with Oura.
Deployments are configured to retain the history a partner actually needs.
Public API collections are date-filtered and paginated (start_date / end_date, or start_datetime / end_datetime on heart rate). A partner-configurable retention window is not listed on the public Cloud API v2 docs as of 2026-10-28.
Every score ships next to the raw signal it was built from, plus the context for what drove it.
Sleep, Readiness, and Activity scores are the product. The public Cloud API returns those scores (and supporting summary fields) without the raw PPG waveform they were built from.
Partners build directly on the Sensor Bio platform, built as infrastructure from the start.
Partners build on the Oura membership cloud and the public Cloud API v2. Organizations pages list an Enterprise API and CSV/JSON export; those are a separate program, not a documented raw-PPG product on the public Cloud API as of 2026-10-28.
Native white-label from the first deployment. The partner's brand carries the platform end to end.
A white-label or OEM path is not listed on current ouraring.com product pages as of 2026-10-28. Members live in the Oura app under the Oura brand. Organizations deployments still ship the Oura Ring and Oura App.
Configured per deployment from day one: a hospital, a base, or a research protocol.
Built for individuals who want Sleep–Readiness–Activity insights in a ring. Institutional capture, white-label, and waveform-level control are a retrofit.
Everything the Sensor Bio SDK hands you on day one.
Eight categories of physiological data, fetchable per day or across a range, with the raw datapoint series underneath every summary. No separate license. No gated tier.
Continuous core signals
Heart rate, daily and trending, with a Poincaré plot. Heart rate variability across the same daily and range views.
Respiratory rate, daily and trending.
Skin temperature: min, max, average, and the full point series.
Movement and energy
Steps graphed over time, and calories.
Daily activity score with baseline difference and progress percentage.
See how much you move with a daily running total of movement duration.
Readiness, daily and ranged
Daily recovery score compared across weeks, months and years.
Scores are personal to you and after calibration, reflect your physiological changes.
Use the underlying biometrics or the aggregate score for easy reference.
The deepest surface in the SDK
Sleep score with running average, contributing factors, and penalties. Awake, REM, light, and deep percentages, plus minute-by-minute stage intervals across the night.
Resting HR and HRV, plus full HR, HRV, and respiratory-rate graphs with every datapoint. Skin temperature with min, max, average, uncertainty, and baseline comparison.
Total sleep time, onset and wake timestamps, and per-session timing including naps.
Recommended bedtime, wake time, and duration. Circadian score and net sleep debt with three-night accounting. Range views add score trends, daily sleep-time points, and an aggregated debt graph.
On-demand snapshot
HRV against baseline, and parasympathetic to sympathetic balance.
Min, max, and average HR with a graph, plus respiratory rate and stress index.
Signal-to-noise ratio on the reading, and a PDF report link.
Session-level biometrics
Per-workout average, min, and max heart rate.
Time-in-zone breakdown for the session.
Summary, detail, and timeline endpoints per workout.
Cloud-synced attributes
VO₂ max, max HR, and computed max HR.
Height, weight, and walk / run stride.
Biometrics, sleep, and steps across a date range in one call.
Raw signal, in real time
During an active recording session the band streams HR, HRV, respiratory rate, beat-to-beat intervals, raw PPG, signal-to-noise ratio, and motion.
This is the ground-truth channel a wellness tracker never exposes. Everything above is derived from it.
Compiled from the public SensorBio SDK interface, v0.17.0. Categories one through seven are fetched from the cloud after sync, per day or across a date range, with cached and force-remote variants. Sensor Bio V2 is a general wellness device: not FDA-cleared, not FDA-approved, not intended for diagnostic use.
What the public Oura Cloud API actually exposes.
OAuth2 authorization-code integration for apps that already have Oura members. Daily scores, sleep-session summaries, and 5-minute heart-rate samples — not a raw-signal product. Personal access tokens were deprecated in December 2025. Sourced from the public Cloud API v2 docs at cloud.ouraring.com/v2/docs as of 2026-10-28.
Daily summaries of sleep, activity, and readiness. Related routes also document daily SpO2, stress, resilience, and cardiovascular age.
Time-series heart rate throughout the day and night at 5-minute increments (bpm, source, timestamp). Docs still describe this scope as “time series heart rate for Gen 3 users.”
Sleep-session objects with stage durations, sleep_phase_5_min, overnight heart-rate and HRV sample arrays, average breath, and readiness contributors.
Auto-detected and user-entered workout summaries. Guided and unguided sessions in the Oura app, with optional heart-rate / HRV sample arrays on the session object.
Age, email, weight, height, biological sex. Ring configuration (model, size, color). Also: tags, rest-mode periods, VO₂ max, and webhook subscriptions.
Continuous raw PPG waveforms, raw accelerometer series, beat-to-beat IBI, and an on-device streaming SDK are not listed on the public Oura Cloud API v2 docs as of 2026-10-28. An interbeat_interval route is not on that surface. Organizations pages mention CSV/JSON “raw data” export and an Enterprise API — partners should confirm what that export contains. “Not listed” is not the same as “doesn’t have.”
How the two platforms actually compare.
| Specification |
Platform
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Platform
OURA
Oura Ring 4
|
|---|---|---|
| Hardware | ||
| Band material | Matte black woven nylon diamond-weave, low-profile curved module | Oura Ring 4: titanium with PVD or DLC coating depending on finish; Ceramic option in zirconia. Sizes 4–15. As of 2026-10-28, support.ouraring.com Ring 4 article. Current store flagship is Ring 5; hero shows Ring 4 because no official Ring 5 transparent packshot was found. |
| Case material | Plastic and polycarbonate sensor housing with TiN electrodes | Ring form factor. Inner shell is non-allergenic titanium (BPA-free). As of 2026-10-28, support.ouraring.com Ring 4 article. |
| Sensor hardware | Multi-wavelength raw PPG with three-axis accelerometer and temperature |
Smart Sensing: red and infrared LEDs for sleep SpO2; green and infrared PPG for 24/7 heart rate / HRV and sleep respiration; digital temperature sensor; accelerometer. Oura’s Ring 4 technology page describes an 18-path multi-wavelength PPG subsystem. As of 2026-10-28, support.ouraring.com and ouraring.com/blog/technology-in-oura-ring-4/. |
| Continuous wear and battery | 3-4 days of continuous PPG capture |
Typically 5–8 days on Ring 4. Charge typically 20–80 minutes. As of 2026-10-28, support.ouraring.com Ring 4 / battery articles. Ring 5 store pages list 6–9 days; not used for these cells because the hero is Ring 4. |
| Water resistance | IP68, water-resistant to 1.5 m for 30 minutes |
100 m / 328 ft, suitable for sauna and water sports but not diving. Ring 5 store pages also list IP68. As of 2026-10-28, support.ouraring.com Ring 4 article. |
| Weight and fit | About 1 oz, one size, adjustable, all-day wear | Width 7.90 mm, thickness 2.88 mm, weight 3.3–5.2 g across sizes 4–15. As of 2026-10-28, ouraring.com/blog/technology-in-oura-ring-4/. |
| Operating temperature | −40°C to +85°C | −10°C to +54°C / 14–129°F. Charging at room temperature recommended. As of 2026-10-28, support.ouraring.com Ring 4 article. |
| Sync | Bluetooth Low Energy 5.0, one-touch pairing, no PIN required | Bluetooth Low Energy (Bluetooth Smart®). EMF-safe; airplane mode listed. As of 2026-10-28, support.ouraring.com Ring 4 article. |
| Platform | ||
| Design philosophy | Signal-first screenless band. Scores sit on top of exposed raw signal, not in place of it | Screen-free consumer ring that feeds Sleep, Readiness, and Activity insights in the Oura membership app |
| Backend model | Built as infrastructure. Every partner builds directly on the platform | Oura membership cloud. Public Cloud API v2 is OAuth2 daily-score and 5-minute heart-rate integration for apps |
| White-label and OEM | Native white-label, partner brand from the first deployment | Not listed as a white-label or OEM product path on ouraring.com as of 2026-10-28. Organizations deployments still use the Oura Ring and Oura App. |
| Customization | Configured per deployment: clinical, defense, or research |
Configured per individual membership and Oura App settings as of 2026-10-28 |
| Primary market | B2B enterprise solutions | Individual consumers in the Oura membership ecosystem, with a separate Organizations / research program |
| Data | ||
| Raw signal access | Raw waveform export is the default data product |
Continuous raw PPG waveforms, raw accelerometer series, beat-to-beat IBI, and an on-device streaming SDK are not listed on the public Oura Cloud API v2 docs as of 2026-10-28. Organizations pages mention CSV/JSON “raw data” export — partners should confirm what that export contains. |
| Scores and insights | Activity, recovery, and sleep scores, always paired with the raw signal behind them |
Sleep, Readiness, and Activity scores, plus daily SpO2, stress, resilience, cardiovascular age, and VO₂ max — the documented public Cloud API output as of 2026-10-28 |
| On-device storage | Local buffer pending BLE sync |
Up to one week (seven days) of on-device storage on Ring 4, per Oura’s Ring 5 vs Ring 4 comparison (as of 2026-10-28). Ring 5 lists up to three days. |
| Cloud and history | Sensor Bio cloud platform, with raw data export to partners | Public API collections are date-filtered and paginated. Docs recommend one historical pull at connect, then webhooks. A partner-configurable retention window is not listed as of 2026-10-28. |
| Reporting and clinician share | Customizable RPM dashboard with raw and derived export |
Oura app insight views. Public Cloud API returns scored objects and 5-minute heart-rate samples. Organizations pages list dashboards, an Enterprise API, and CSV/JSON export as of 2026-10-28. |
| Biometrics | ||
| Heart rate | Continuous raw PPG |
24/7 optical HR in the consumer product. Public Cloud API returns 5-minute BPM samples on /v2/usercollection/heartrate, plus overnight HR arrays on the sleep object, as of 2026-10-28 |
| Heart rate variability | Captured whenever enough IBIs are valid: good signal quality, low motion |
Average HRV and an overnight HRV sample array on the sleep object. Beat-to-beat IBI is not listed on the public Cloud API v2 docs as of 2026-10-28 |
| Respiratory rate | Derived from raw IBI |
Average breath on the sleep object; green/IR PPG is described as measuring respiration rate during sleep on product pages. A continuous daytime series is not listed as of 2026-10-28 |
| Activity tracking | Raw accelerometer and gyroscope |
Daily activity summaries with MET-minute activity levels, plus workout documents for auto-detected and user-entered sessions, as of 2026-10-28 |
| Sleep tracking | Continuous multi-sensor sleep detection |
Daily sleep score plus sleep-session objects with stage durations and sleep_phase_5_min. Sleep data may require the member to open the Oura app before it syncs, as of 2026-10-28 |
| Temperature tracking | Continuous skin temperature, 24/7 at per-minute resolution |
Temperature deviation and trend deviation on daily readiness. Product pages list a digital temperature sensor for skin-temperature variations. A continuous sample-series export is not listed on the public Cloud API v2 docs as of 2026-10-28 |
| ECG | Single-lead ECG capability, coming soon |
Not listed on Oura Ring 4 product or Cloud API v2 docs as of 2026-10-28 |
| Heart rate recovery | Available from raw data | Not listed on the public Cloud API v2 docs as of 2026-10-28 |
| Stress and autonomic balance | Parasympathetic and sympathetic balance plus stress index, available on spot check | Daily stress and daily resilience routes are documented on the public Cloud API v2 as of 2026-10-28. Daytime Stress is listed on product pages. |
| Cadence and gait | Yes, via raw data export | Not listed on the public Cloud API v2 docs as of 2026-10-28 |
| Alerts and notifications | Custom triggers, alerts, and notifications on any metric | Fixed consumer notifications in the Oura app. Partner-defined metric triggers are not listed on the public Cloud API v2 docs as of 2026-10-28 |
Sensor Bio figures are sourced from the Sensor Bio V2 technical specification sheet, current as of July 2026. Sensor Bio V2 is a general wellness device: not FDA-cleared, not FDA-approved, not intended for diagnostic use. It is not intended for diagnostic use and does not imply RPM billing eligibility. Oura Ring 4 hardware figures (support.ouraring.com and ouraring.com product/blog pages) and Cloud API v2 figures (cloud.ouraring.com/v2/docs) are current as of 2026-10-28. The current store flagship is Oura Ring 5 (launched 2026-06); the hero shows Ring 4 because no official Ring 5 full-ring transparent packshot was found. “Not listed” means the fact was not found on that public surface — not that the capability does not exist.
Individuals already in Oura
Choose Oura when members want Sleep–Readiness–Activity insights in a ring, and when scored Cloud API objects are enough for the integration.
Builders who need the signal
Choose Sensor Bio for research, clinical-ops-adjacent programs, defense and enterprise, and product teams that need raw multi-wavelength PPG, IBI, live stream, white-label, and deployment-configured retention as infrastructure.
See what a signal platform does that a wellness app cannot.
Better signal leads to better insights — and better health.
