Language Tracker vs Spreadsheet: An Honest Comparison

Plenty of polyglots track their progress in Google Sheets. Plenty of others use a dedicated tracker app. Both work. The choice usually comes down to friction tolerance vs flexibility need. Here's the honest comparison.

What spreadsheets are great at

• Total customisation. Add columns for whatever you want. Track minutes, vocabulary, mood, weather — anything.
• Custom formulas. Want a 7-day moving average of speaking minutes? Pivot tables for activity by day-of-week? It's possible.
• Data ownership. Your data is in your Google account; export at will.
• Power-user power. Conditional formatting, dashboards, exports to other tools.

What spreadsheets fail at

• Friction. Opening Sheets, scrolling to today's row, typing minutes, tabbing through cells — it's a 30-second tax on every session. That tax is what kills tracking habits.
• Mobile experience. Sheets on phone is awful for fast logging. Trackers are built phone-first.
• Streaks. Possible to compute but rarely visualised well.
• Maintenance. Your spreadsheet from 6 months ago has formula bugs you don't remember.

What dedicated trackers are great at

• Two-tap logging. Open app, tap log, done. Designed for the post-session moment.
• Streaks done right. Visualised, gamified, motivating.
• Visual dashboards. Heatmaps, weekly charts, by-language breakdowns — pre-built.
• Cross-device sync. Log on phone after a conversation; review on laptop on Sunday.

What dedicated trackers fail at

• Custom metrics. If your tracker doesn't have a "books finished" field, you can't add one.
• Lock-in. Some trackers don't export. Pick one that does.
• One-size-fits-all assumptions. A tracker built for a generic learner may not capture quirks specific to you.

The honest test: who's still using it in 6 months?

Survey your friends. Of the spreadsheet-trackers, roughly 30–40% are still doing it after 6 months. Of dedicated-tracker users, roughly 60–70%. The friction matters more than people think.

The exception: power-user spreadsheet builders who genuinely enjoy the system itself. They keep going because the system is part of the hobby. If that's you, by all means, build the spreadsheet.

The hybrid approach

Use a tracker for daily logging. Export monthly to a spreadsheet for the deeper analysis you can't do in the tracker. You get frictionless logging plus full analytical flexibility.

What to look for in a tracker

1. Two-tap logging (open → log → done; nothing else)
2. Streak counter
3. Activity tags (so you can see input vs output)
4. Multi-language support if you study more than one
5. Export to CSV (data ownership)
6. Free or low-cost (high cost adds psychological friction)

LangTrack hits all six. It's not the only option. Pick whichever you'll still be using in 6 months.

What to look for in a spreadsheet

If you go the spreadsheet route, see the Google Sheets template post for a starting structure that won't immediately decay.

The right tool is the one you'll keep using. Either works. The choice matters less than the consistency. Best trackers compared goes deeper on the dedicated-tracker options.