Data as of Jul 25, 2026 · Based on 260 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
Tasmota-compatible plugs (requires DIY/
Brands AI recommends here
Best when you need direct in‑app CSV exports and minute-level energy logs; Emporia’s app/cloud offers raw CSV downloads. Caveat: exports go through Emporia app/cloud and rely on their export tools.
Best for privacy-focused users who want fully local data logging and direct CSV export via Home Assistant or local firmware; tradeoff: requires flashing/configuring ESPHome/Tasmota and Home Assistant skills.
Best for consumers wanting a reliable, user-friendly plug that tracks energy and can produce CSVs when integrated with Home Assistant or scripts; caveat: Kasa/Tapo apps often lack native CSV export.
Emporia EnergySource | Citation share |
|---|---|
 Looking for a smart plug that can precisely log the power of an ...https://www.reddit.com/r/homeautomation/comments/1owbjha/looking_for_a_smart_plug_that_can_precisely_log/ | 3.1% |
 TP-Link Kasa Smart Plug - get energy consumption statistics as a CSV file · GitHubhttps://gist.github.com/liam-russell/a76a1c40427968dad41455ed8644f84e | 3.0% |
 Emporia Energy Monitoring Smart Plughttps://shop.emporiaenergy.com/products/emporia-smart-plug-home-energy-monitoring-outlets | 2.9% |
 Smart plug with energy monitor - Home Assistant Communityhttps://community.home-assistant.io/t/smart-plug-with-energy-monitor/417944 | 2.5% |
 Export Smart Meter Energy Data to CSV – IAMMETER-Cloud Featurehttps://www.iammeter.com/blog/export-energy-data-smart-meter | 2.3% |
Outlet energy monitoring with downloadable datahttps://www.reddit.com/r/homeautomation/comments/mknasp/outlet_energy_monitoring_with_downloadable_data/ | 2.2% |
WiFi Smart plug: are there any who record the current and have also data EXPORT options?https://www.reddit.com/r/smarthome/comments/1e7p67y/wifi_smart_plug_are_there_any_who_record_the/ | 2.0% |
Monitoring energy usage with smart plugs, Prometheus and Grafanahttps://ounapuu.ee/posts/2024/05/02/smartplugs/ | 1.8% |
 Exporting energy consumption data from Kasa smart plugs - python script - Smart Home Communityhttps://community.tp-link.com/en/smart-home/forum/topic/605048 | 1.8% |
Exporting and Analyzing Data | Help Centerhttps://help.emporiaenergy.com/en/articles/13274862-exporting-and-analyzing-data | 1.7% |
Yes. I found two especially good options if CSV export is a hard requirement:
$24.99
The Emporia Smart Plug measures real-time watts, voltage and cumulative kWh, and Emporia explicitly supports CSV exports.
Its CSV system is unusually good for analysis: exports can include 1-second, 1-minute, 15-minute, hourly, and daily data, depending on the retention period.
One caveat: Emporia is more cloud-dependent; it currently doesn't provide a public API or local device access.
If your goal is “plug it in → collect energy data → periodically download CSV → analyze it in Excel/Python”, I'd choose Shelly Plug US Gen4.
If your priority is long-term energy monitoring and very detailed historical CSV data, choose Emporia.
I would not buy a Kasa/Tapo/Meross plug solely for this requirement unless you verify the exact model's export capability—the apps often provide energy graphs/history without offering a straightforward CSV export.
If you tell me your budget and what appliance you're monitoring (e.g. refrigerator, PC, heater, EV charger), I can narrow it down to the best 2–3 plugs and current prices.
Finding a smart plug with native, straightforward CSV data export can be tricky, as most manufacturer apps prefer to trap your data in basic graphical UI charts . However, a few hardware options and ecosystem combinations handle data exporting smoothly.
Top Hardware & Software Choices for CSV Export
Menu > Export Raw Data to CSV ) allowing you to select specific devices, set custom date ranges, and receive a compiled dataset via email..csv file.To help narrow down the best plug for your setup, let me know:
Finding a smart plug that natively offers a direct "Export to CSV" button in its consumer mobile app can be surprisingly tricky, as most plug ecosystems lock your data behind their graphical interfaces. However, you have a few solid hardware options with direct export features, plus local-control methods that make data logging and exporting trivial.
One of the best off-the-shelf options for data ownership. Using the official Shelly Smart Control app or their web interface (control.shelly.cloud ), the power consumption charts feature a direct Export to CSV button. They also support local HTTP APIs if you want to pull data programmatically.
A popular budget-friendly Wi-Fi smart plug with reliable power monitoring. Its companion eWeLink app records up to 100 days of historical power consumption data and natively supports exporting that data.
Eve Energy : If you are in the Apple Home ecosystem, the Eve app for Eve Energy plugs supports downloading and exporting historical energy and cost data directly into spreadsheet formats.
While Tapo and Kasa apps don't give you a clean export button out of the box, these are the most accurate and responsive plugs for local automation setups. Enthusiasts commonly use lightweight open-source Python scripts (like python-kasa ) to pull statistics straight to CSV, or route them into Home Assistant which logs everything to a database and allows effortless data downloading.
To help narrow down the best choice, tell me:
Yes. The best fit I found is the Shelly Plug Gen4 because it combines energy monitoring with native CSV export rather than requiring a separate data platform.
$24.99
.csv. If you want more advanced analysis, Shelly + Home Assistant is an even better setup: Home Assistant can collect the plug's long-term energy statistics and export them as CSV, giving you much more control over date ranges and data processing.
$24.99
$24.99
$38.99
$21.51
Bottom line: If "plug it in → monitor usage → download CSV" is the key requirement, I'd buy the Shelly Plug Gen4. The direct CSV capability is the important differentiator here.
If you tell me whether you want Wi-Fi only, no cloud, Home Assistant compatibility, or the cheapest option, I can narrow it down further.
Very few mainstream consumer smart plugs natively let you tap a button in a mobile app and export raw historical data straight to a CSV file without a paid cloud subscription or a home automation hub . This is because standard smart plugs don't have massive internal onboard storage, meaning data collection and logging are usually handled via manufacturer cloud servers or local software.
The most reliable setups to monitor energy usage and get your data into a CSV format involve pairing energy-monitoring smart plugs with specific apps or local platforms.
Native App Export (Cloud/Paid)
control.shelly.cloud ), which includes a native Export to CSV feature for consumption charts.Local Hub & Open-Source Options (Best for Data Hoarders)
python-kasa library), users regularly run quick local scripts to pull usage statistics straight into a local .csv file.Would you prefer a plug with a native app export (like Shelly) or are you open to using a local smart home hub/script for unlimited free CSV data logging?
If CSV export is a hard requirement, I’d narrow it to these:
$24.99
$52.99
$20.90
$69.95
The Emporia Smart Plug is the strongest match if you want energy monitoring + straightforward CSV exports. Emporia explicitly supports exporting device data as CSV, with selectable date ranges and resolutions including 1-minute, 15-minute, hourly, and daily data.
One important caveat: Emporia's 1-minute data is retained for only 7 days, while 15-minute data is retained for a year; if you need high-resolution historical data, you'd want to export regularly.
The Shelly Plug US Gen4 is particularly attractive if you're comfortable with Home Assistant or APIs. It has built-in power monitoring and supports local connectivity, and Shelly's ecosystem can export power-consumption data to CSV. Community users also report using Shelly's API for customized CSV collection.
Bottom line:
If you tell me your budget and whether you need 120V US plugs, I can narrow this to the best 2–3 options.
Finding a consumer smart plug that natively and smoothly exports raw energy data straight to a CSV file from a standard manufacturer app can be surprisingly tricky. Most ecosystem apps (like Apple Home, Google Home, or Amazon Alexa) hide or heavily restrict granular historical data export.
However, you have a few solid paths depending on whether you want an out-of-the-box cloud app solution or a robust local setup.
Option 1: The Native App Route (Shelly or Meross)
Shelly is one of the best commercial brands for data access. Using the Shelly Smart Control app or their web portal (control.shelly.cloud ), the power consumption graphs feature a direct Export to CSV button. You can also pull data via local HTTP/API requests.
Meross Smart Plugs (with Energy Monitoring like the MSS315 Go to product viewer dialog for this item.): Recent firmware updates on select Meross energy-monitoring plugs allow you to select a specific date range within their app and email a structured data/CSV report directly to yourself.
Option 2: The Power-User Local Route (TP-Link Tapo/Kasa + Home Assistant)
If you want precise, frequent logging without relying on manufacturer cloud apps, the gold standard in the smart home community is pairing an affordable energy-monitoring plug with a local hub:
To help narrow down the best plug for you, tell me:
If CSV export is a hard requirement, I’d focus on plugs that either have built-in export or expose data locally through APIs/Home Assistant rather than just showing graphs in an app.
Good options:
$22.99
$29.02
$39.95
$29.99
1. Shelly Plus Plug / Shelly Plug Gen4 — best for power users
2. TP-Link Kasa Smart Plug Mini EP25 / KP125 series — easiest consumer option
3. Eve Energy Matter Smart Plug — good for Apple/HomeKit users
4. Govee Smart Plug Pro with Energy Monitoring — budget-friendly
If you tell me your country (plug type), Wi-Fi vs Zigbee/Matter preference, and whether you need automatic CSV export or just manual export, I can narrow it to one or two models.
If CSV export is a hard requirement, that narrows the field quite a bit. Many energy-monitoring smart plugs show graphs in their app but don't let you export the underlying data.
Here are the strongest options:
If you want a plug with built-in CSV export and a polished app, this is probably the easiest choice.
$22.81
Note: This plug measures energy well, but I couldn't verify native CSV export. If CSV is essential, I'd lean toward the Kasa KP125M instead.
$24.99
Advantages:
This is the best choice if you like owning your data.
Tapo energy-monitoring plugs (such as the P110/P115 series) don't offer built-in CSV export in the mobile app, but a free desktop application called TapoPanel can retrieve historical data and export it as CSV.
$39.95 — Can export historical measurements to spreadsheet formats through the Eve app, though the export workflow is more Apple-centric.
$11.99 — Supports CSV exports from the Emporia app for analysis.
If you're planning to analyze the data in Excel, Python, or R, I would recommend the Kasa KP125M or Shelly Plug Gen4, since they provide the smoothest path from energy measurements to usable data.
Finding a consumer smart plug that natively exports historical energy data straight to a CSV file from a basic mobile app can be surprisingly tricky, as most brands lock your stats inside their proprietary graphs . However, you have a few solid paths depending on whether you want a native cloud app export, a local-control setup, or a robust smart home hub.
Top Smart Plug Options & Export Methods
control.shelly.cloud ) provides built-in CSV data export buttons on their power consumption charts. You can also pull real-time or stored json/csv data via local HTTP web requests directly from the plug's IP address if you prefer local access without the cloud.python-kasa ) to query the plug over your local network and dump the history straight into a .csv file.The Ultimate Pro Approach: Home Assistant
If you plan on tracking multiple devices or need automated, highly detailed periodic data logging (e.g., every minute), the gold standard in the smart home community is pairing a local energy-monitoring plug (like Shelly, TP-Link Kasa , or Third Reality ) with Home Assistant.
To help narrow down the best plug for you, tell me:
