Insights

# Ask your home. See the data behind the answer.

Explore measured history directly, or ask a site-scoped question and keep the answer, chart, and saved history visible.

01 · Annual pattern

## Plot daily solar production

The daily dots reveal the seasonal production envelope and the days that fall sharply below it.

<20 kWh 20-40 kWh 40-60 kWh 60-100 kWh ≥100 kWh

Scroll sideways to see the full chart.

_Day, Solar Energy (kWh)_

02 · Production ceiling

## List the top 10 production days in a sorted table.

A ranked result makes the system's strongest days and realistic upper range immediately visible.

<table aria-label="List the top 10 production days in a sorted table."><thead><tr><th scope="col">Rank</th><th scope="col">Day</th><th scope="col" colspan="2">Solar Energy</th></tr></thead><tbody><tr><td>01</td><th scope="row">13 Jun</th><td></td><td>189.385 kWh</td></tr><tr><td>02</td><th scope="row">12 Jun</th><td></td><td>183.608 kWh</td></tr><tr><td>03</td><th scope="row">3 Jun</th><td></td><td>180.279 kWh</td></tr><tr><td>04</td><th scope="row">25 Jun</th><td></td><td>180.204 kWh</td></tr><tr><td>05</td><th scope="row">31 May</th><td></td><td>179.973 kWh</td></tr><tr><td>06</td><th scope="row">29 Jun</th><td></td><td>178.477 kWh</td></tr><tr><td>07</td><th scope="row">27 May</th><td></td><td>177.662 kWh</td></tr><tr><td>08</td><th scope="row">28 May</th><td></td><td>176.023 kWh</td></tr><tr><td>09</td><th scope="row">18 Jun</th><td></td><td>171.934 kWh</td></tr><tr><td>10</td><th scope="row">29 May</th><td></td><td>171.694 kWh</td></tr></tbody></table>

03 · Battery wear

## Calculate monthly battery cycles using a 13.5 kWh battery capacity.

Powerbeat counts one full-equivalent cycle for each 13.5 kWh of discharged Energy.

Annual total **215.84** Battery cycles

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-   Jan: 14.45 Battery cycles
-   Feb: 16.05 Battery cycles
-   Mar: 19.75 Battery cycles
-   Apr: 18.13 Battery cycles
-   May: 14.15 Battery cycles
-   Jun: 12.61 Battery cycles
-   Jul: 16.43 Battery cycles
-   Aug: 20.29 Battery cycles
-   Sept: 18.13 Battery cycles
-   Oct: 22.57 Battery cycles
-   Nov: 21.09 Battery cycles
-   Dec: 22.17 Battery cycles

_Month, Battery cycles_

04 · Seasonality

## Create a monthly solar production bar chart.

Monthly totals compress daily variation into a clear view of winter scarcity and summer surplus.

**486 kWh** Jan

**1,246 kWh** Feb

**2,109 kWh** Mar

**2,502 kWh** Apr

**3,804 kWh** May

**4,370 kWh** Jun

**3,832 kWh** Jul

**3,099 kWh** Aug

**3,174 kWh** Sept

**1,798 kWh** Oct

**696 kWh** Nov

**325 kWh** Dec

Scroll sideways to see the full chart.

-   Jan: 485.8 kWh
-   Feb: 1,246.5 kWh
-   Mar: 2,108.6 kWh
-   Apr: 2,502.5 kWh
-   May: 3,804.2 kWh
-   Jun: 4,370.2 kWh
-   Jul: 3,832.1 kWh
-   Aug: 3,098.9 kWh
-   Sept: 3,173.9 kWh
-   Oct: 1,797.9 kWh
-   Nov: 695.7 kWh
-   Dec: 325.3 kWh

_Month, Solar Energy (kWh)_

05 · Annual progress

## Compare cumulative solar Energy by month from 2023 to 2026.

Complete-year totals cluster between 26.17 and 27.42 MWh. Through July, 2026 reaches 19.30 MWh, slightly above each prior year at the same point.

-   **2023** · Complete year · 27.42 MWh
-   **2024** · Complete year · 26.17 MWh
-   **2025** · Complete year · 27.01 MWh
-   **2026** · Through July · 19.30 MWh

Scroll sideways to see the full chart.

-   2023, Jan: Cumulative solar Energy 0.49 MWh
-   2023, Feb: Cumulative solar Energy 1.69 MWh
-   2023, Mar: Cumulative solar Energy 3.79 MWh
-   2023, Apr: Cumulative solar Energy 6.29 MWh
-   2023, May: Cumulative solar Energy 10.09 MWh
-   2023, Jun: Cumulative solar Energy 14.49 MWh
-   2023, Jul: Cumulative solar Energy 18.29 MWh
-   2023, Aug: Cumulative solar Energy 21.39 MWh
-   2023, Sept: Cumulative solar Energy 24.59 MWh
-   2023, Oct: Cumulative solar Energy 26.39 MWh
-   2023, Nov: Cumulative solar Energy 27.09 MWh
-   2023, Dec: Cumulative solar Energy 27.42 MWh
-   2024, Jan: Cumulative solar Energy 0.60 MWh
-   2024, Feb: Cumulative solar Energy 1.70 MWh
-   2024, Mar: Cumulative solar Energy 3.80 MWh
-   2024, Apr: Cumulative solar Energy 6.80 MWh
-   2024, May: Cumulative solar Energy 10.60 MWh
-   2024, Jun: Cumulative solar Energy 14.30 MWh
-   2024, Jul: Cumulative solar Energy 18.10 MWh
-   2024, Aug: Cumulative solar Energy 21.60 MWh
-   2024, Sept: Cumulative solar Energy 24.00 MWh
-   2024, Oct: Cumulative solar Energy 25.20 MWh
-   2024, Nov: Cumulative solar Energy 25.75 MWh
-   2024, Dec: Cumulative solar Energy 26.17 MWh
-   2025, Jan: Cumulative solar Energy 0.63 MWh
-   2025, Feb: Cumulative solar Energy 1.93 MWh
-   2025, Mar: Cumulative solar Energy 4.33 MWh
-   2025, Apr: Cumulative solar Energy 7.73 MWh
-   2025, May: Cumulative solar Energy 11.43 MWh
-   2025, Jun: Cumulative solar Energy 15.53 MWh
-   2025, Jul: Cumulative solar Energy 18.83 MWh
-   2025, Aug: Cumulative solar Energy 22.33 MWh
-   2025, Sept: Cumulative solar Energy 24.53 MWh
-   2025, Oct: Cumulative solar Energy 25.93 MWh
-   2025, Nov: Cumulative solar Energy 26.65 MWh
-   2025, Dec: Cumulative solar Energy 27.01 MWh
-   2026, Jan: Cumulative solar Energy 0.52 MWh
-   2026, Feb: Cumulative solar Energy 1.40 MWh
-   2026, Mar: Cumulative solar Energy 3.80 MWh
-   2026, Apr: Cumulative solar Energy 7.10 MWh
-   2026, May: Cumulative solar Energy 11.20 MWh
-   2026, Jun: Cumulative solar Energy 15.20 MWh
-   2026, Jul: Cumulative solar Energy 19.30 MWh

_Month, Cumulative solar Energy (MWh), 2023-2026. The 2026 line stops in July._

06 · Grid dependence

## Find every streak of 2 or more consecutive days below 20 kWh of solar production.

The result shows the first day, average Energy, and length of every streak so back-to-back scarcity stays visible.

1.  **3 Jan** 11.0 kWh **3 days**
2.  **8 Jan** 15.1 kWh **6 days**
3.  **20 Jan** 8.3 kWh **11 days**
4.  **1 Feb** 4.6 kWh **3 days**
5.  **13 Nov** 11.2 kWh **2 days**
6.  **18 Nov** 16.4 kWh **2 days**
7.  **21 Nov** 11.2 kWh **2 days**
8.  **24 Nov** 4.6 kWh **23 days**
9.  **20 Dec** 9.9 kWh **7 days**

_First day, Last day, Streak length, Average Energy_

07 · Anomaly review

## Identify likely snow days in 2023 from the production data.

Production and modeled snowfall flag three episodes that look consistent with snow, but cannot confirm snow as the cause.

**21 Jan to 23 Jan** 3 days · -0.5 to 2.4 °C

Episode median Energy **2.06 kWh**

Nearby median Energy **15.28 kWh**

**3.43 cm**

**2 Feb** 1 days · 4.0 to 4.0 °C

Episode median Energy **0.038 kWh**

Nearby median Energy **18.82 kWh**

**6.79 cm**

**30 Nov to 10 Dec** 11 days · -3.6 to 6.7 °C

Episode median Energy **0.092 kWh**

Nearby median Energy **3.12 kWh**

**30.38 cm**

_Production and modeled snowfall flag three episodes that look consistent with snow, but cannot confirm snow as the cause. [Weather data by Open-Meteo.com](https://open-meteo.com/) · [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) · [Reproduce snowfall query](https://archive-api.open-meteo.com/v1/archive?latitude=48.40509&longitude=12.75752&elevation=408&start_date=2023-01-01&end_date=2023-12-31&hourly=snowfall&timezone=Europe%2FBerlin&models=era5&cell_selection=land&timeformat=iso8601)_

08 · Temperature relationship

## Compare daily max temperature with max solar power and production

Two aligned scatterplots show 365 daily observations while each solar measure keeps its own zero-based scale. Each translucent cloud shows the middle 50% of days within ±5 °C at 1 °C steps, only where at least 20 days are available. This is seasonal association, not temperature causation.

Scroll sideways to see the full chart.

Accountability

## Ask what the Agent did, and why.

Runs, suggestions, approvals, and actions belong to the same site record. Insights can connect an answer to that recorded trail.

Boundary

## An answer is not electrical advice.

AI output can be wrong. Grounded questions require an online connection and a supported provider key, and their answers should not be treated as electrical or financial advice.

Grounding questions

## What Insights uses and what it does not.

History works without AI. Grounded questions add a provider.

Do I need an AI key to use Insights?

No key is needed to browse history, flows, costs, exports, and reports. Grounded questions require your own supported provider key.

Can Insights use data from other homes?

No. Grounded answers are scoped to the data of your own site and are not based on another customer's home.

Can I inspect what the Agent did?

Agent runs, suggestions, approvals, and actions are recorded as part of the site's history so they can be reviewed and queried.

Selective private pilot

## Ask a better question of your own home.

Register your account to discuss the Energy question your current dashboards leave unanswered.

[Register for private pilot](mailto:pilot@powerbeat.ai?subject=Powerbeat-Pilot-Registration)

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