The leaderboard is GLOW’s most visible feature, and the one most likely to be misread if you don’t know how to interpret it. Here’s how to read it responsibly.
Remember what a score is actually built from: half completion rate (what percentage of a sponsor’s tracked projects are verified as completed), half average citizen rating. Both numbers only reflect projects currently being tracked on GLOW, not every project that sponsor has ever touched.
A small number of projects can swing a score a lot, early on. A sponsor with only two tracked projects, one completed and one abandoned, sits at a 50% completion rate, a very different picture than a sponsor with fifty tracked projects at the same 50%. As GLOW grows in a state, scores naturally become more statistically meaningful. Early on, treat a score as a signal worth investigating, not a final verdict.
A low score isn’t automatically evidence of corruption. There are honest reasons a project might stall, delayed budget release, contractor disputes, genuine logistical obstacles, that aren’t the same as funds being misused. A low score should prompt a question (“what happened with this project?”), not an accusation.
Compare within category, not across it. Governors are ranked against governors, legislators against legislators, deliberately, since a Governor typically oversees a different scale and type of project than an individual legislator sponsoring a single constituency project. Comparing a Governor’s score directly to a State Assembly member’s isn’t a fair comparison, and the leaderboard is built to avoid inviting that mistake.
Click through, don’t stop at the number. Every score links back to the individual reports behind it, the actual photos, descriptions, and dates from real citizens. The number is a summary; the underlying reports are the actual evidence. If a score surprises you, that’s exactly when it’s worth reading the reports behind it rather than taking the headline number at face value.