Temperature / humidity sensors benchmark for Raspberry Pi and Arduino

Almost ten years ago, as I began tinkering with an Arduino Uno, my first project required measuring indoor and outdoor temperature. As the Uno has analog inputs, I used very affordable 47K thermistors.

Thermistor 47K

Few years later, the Raspberry Pi was introduced (2012), and the ESP8266 (ESP-01 model) became popular in 2014. The RPi has no built-in Analog-to-Digital-Converter (ADC), and the ESP8266 analog input was not made available on the ESP-01 form factor (and expects 0-1V voltage range in other form factors).

Many digital temperature and humidity sensors with different communications protocols are commonly used in DIY projects:

Sensor Price Form factor Communication protocol Temperature Humidity Pressure
DHT11 / DHT22 ~$5 / ~$10 Standalone, 4 pins Custom yes yes no
BME280 ~$20 Breakout board, 7 pins I2C / SPI yes (internal) yes yes
DS18B20 ~$4 Standalone, 3 pins 1-Wire yes no no
Si7021  ~$9 Breakout board, 5 pins  I2C yes yes no

All these sensors have a different accuracy, so I wanted to compare the values they report, to check their consistency.

For the purpose of this benchmark, I wired all those sensors on a Raspberry Pi Zero, and wrote a simple Node.js script, reporting the measured temperature and humidity values every 30 seconds.

All 4 temperature sensor types wired to a Pi Zero

As you may notice, I actually wired 2 DS18B20 sensors, one of them being the waterproof version, so I can compare the values I get.

Here are the results after 1 night running:

Temperature comparison between 4 modules

This chart brings many conclusions:

  • BME280 and Si7021 have a much better precision than the other modules
  • No difference is measured between the bare and the waterproof versions of the DS18B20
  • The BME280 reports higher temperature than the other modules: this is because this sensor reports internal temperature, altered by the components dissipated heat

Analysing deeper this BME280 reported temperature difference:

Temperature difference between BME280 and average of others

This difference is fairly constant; ~1°C can be removed from BME280 reported values to get an acceptable value.

Let’s see about humidity:

Humidity comparison between 3 modules

Of three modules embedding a humidity sensor, DHT22 reported values are way lower than the other two ones (BME280 and Si7021): around 12% (points).

I used the following Node.js libraries for this benchmark (thanks to all their authors/contributors):



Except for the BME280 (internal temp sensor), reported temperatures are all within a few tenth of a degree Celsius, which is quite satisfying.

So which sensor to choose? I’d go for the DS18B20 for temperature only, which is quite cheap, easy to connect, and has a good precision.

If humidity measurements are also needed, I’d go for the Si7021.

At last, if atmospheric pressure measurements are needed, I’d go for the BME280, subtracting about a degree Celsius from the reported temperature.


Freelance developer, PHP, Magento, Symfony & Kubernetes, passionate about programming and electronics.

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