Spreadsheet vs BI tool vs done-for-you dashboard

Every Monday you export the same file, paste it into the same workbook, fix the same broken range, and send the same 5 numbers. You want that to stop. There are 3 realistic ways to get there.

You can build the dashboard yourself in Excel or Google Sheets. You can adopt a BI tool such as Power BI, Tableau, Data Studio (Looker Studio's original name, back since April 2026), or Metabase. Or you can have someone build it for you: a freelancer, an agency, or a service like the Every Number pilot. This guide compares them on who builds it, time to a first useful dashboard, cost, weekly upkeep, and how a reader traces a number.

What are the 3 ways to get a recurring dashboard?

• Spreadsheet. A summary tab of formulas, pivot tables, and charts on top of your raw rows, in a tool you already have.
• BI tool. Software that connects to your data, refreshes on a schedule, and shares the dashboard as a link.
• Done-for-you. Someone else builds it from your data and hands it back, often priced as a project.

How do they compare side by side?

Prices are from official pages as of October 17, 2026. Times are rough estimates for a team without a data engineer, not measured averages.

What does each option cost?

Spreadsheet. Microsoft 365 Business Basic is $7.00 per user per month, with web and mobile Excel, and Business Standard, which adds the desktop apps, is $14.00 (Microsoft's price list effective July 1, 2026). Google Sheets works with any Google Account, and Google Workspace Business Starter is $7.00 per user per month with a 1-year commitment. If you already pay for one of these, the spreadsheet route adds no license cost.

BI tool. Power BI Pro is $14 per user per month, paid yearly, and readers need Pro too unless the content sits in Premium capacity. Tableau Cloud Standard is $75 per Creator and $15 per Viewer per month, billed annually. Data Studio is free for creators and viewers, and Pro is $9 per user per project per month. Metabase is free to self-host, and its Starter plan is $100 a month with 5 users included.

Done-for-you. Upwork's hiring pages, dated October 2026, say an Excel expert generally costs $12 to $30 per hour and list dashboard creation projects at $500 to $2,000. For Power BI consultants they say $25 to $55 per hour, with a single dashboard build at $500 to $3,000. The Every Number pilot is $99 for one dashboard built from one spreadsheet.

For example, say 1 person builds and 4 people read. A year of Power BI Pro for all 5 is $840 (5 × $14 × 12). Tableau Standard with 1 Creator and 4 Viewers is $135 a month, or $1,620 a year. Neither figure includes the builder's time.

How long until the first useful dashboard?

Spreadsheet. If your data is one clean table, a pivot table and 3 charts can be ready the same day. Budget time for cleaning first: totals rows, dates stored as text, and duplicate rows all have to go before the numbers mean anything.

BI tool. You connect a source, shape the data, and build the visuals. If nobody on the team has used the tool, add time to learn it. The first build is also where you find out which definitions nobody agreed on.

Done-for-you. A freelancer's timeline depends on scope, so ask for a date in the quote. The Every Number pilot runs on a fixed schedule: a reply within 2 business days, a 15-minute call, and the dashboard 5 business days after you send the sheet.

What does weekly upkeep look like?

Spreadsheet. Someone pastes the new export, checks that every formula still covers every row, and looks for new categories, totals rows, and duplicates. This is the job you're trying to stop doing.

BI tool. Refresh runs on a schedule, but someone still watches it. Power BI Pro allows up to 8 scheduled refreshes a day. Microsoft notes that the schedule is turned off after 4 consecutive failures, and paused after 2 months in which nobody views the reports. Data Studio checks a Google Sheets source for fresh data every 15 minutes by default.

Done-for-you. Ask before you hire: who updates it next week? A one-time build leaves the upkeep with you. The Every Number pilot is one build from one spreadsheet. Uploading new files yourself is planned for after launch, not available today.

How do you trace a number in each?

Spreadsheet. Click the cell and read the formula. In Excel, Trace Precedents draws arrows to the cells that feed the active cell. In Google Sheets, right-click a cell and choose Show edit history, though Google notes that changes made by formulas may not show.

BI tool. Most BI tools can show the data behind a chart. In Power BI, Show data point as a table lists what sits behind one bar or point. In Data Studio, report editors can right-click a chart and choose Show underlying data. Both have limits: Power BI doesn't offer this for every visual type, and the Data Studio view is for people who can edit the report.

Done-for-you. You get what the builder writes down. Ask for each metric's definition, the filters, the source file, the rows left out and why, and the date the data runs through. Every Number puts all of that on a receipt behind every number.

Which one should you choose?

• Choose a spreadsheet if you have one source, about 5 numbers, readers who open spreadsheets, and an hour a week you don't mind spending.
• Choose a BI tool if data comes from several systems, readers want to filter and explore, and someone will own the tool after setup.
• Choose done-for-you if the numbers feed a real decision, nobody has time to build, and you'd rather pay for a build than learn a tool.
• Mix them if it helps. A clean spreadsheet makes any BI tool easier later, and a done-for-you build can start from the sheet you already have.

For tool-by-tool details, see Looker Studio alternatives for teams without a data team. To build the spreadsheet version yourself, see how to build a weekly KPI dashboard from Google Sheets.

Where Every Number fits

Every Number, which publishes this guide, is a done-for-you option. Today it's a $99 concierge pilot: a person builds 5 to 7 metrics from one spreadsheet, with plain-English definitions you approve before anything is built and a receipt behind every number. You get a full refund if it can't be built or if you cancel before building starts. It's the wrong choice if you need live connectors, several data sources, or self-serve exploration; a BI tool fits those better. Planned prices after launch are Solo at $29 a month for one person and Team at $99 a month for up to 5 people, and nothing is billed until launch. Details are on the pilot page.