Is Lightning Bug actually good?

Lightning Bug sits in the 62.0% percentile against all 52,376 ranked films, meaning it scores above 62.0% of them.

How does Lightning Bug compare to similar films?

Within Films · 2000s, Lightning Bug lands in the 67.2% percentile. The cohort comparison exists because a global rank flatters or punishes a film for its category rather than its quality.

How many reviewers is Lightning Bug's score based on?

14 calibrated reviewers stand behind Lightning Bug's score.

2004

global pct

62.0

Film · 2004 · Films · 2000s

Lightning Bug

Name: Lightning Bug
Genre: Drama
Released: 2004

Scored from 14 calibrated IMDb reviewers. Cohort: Films · 2000s (7,847 peers).

62.0%

Global percentile

vs. all 52,376 ranked titles

67.2%

In-cohort percentile

Films · 2000s · 7,847 titles

60.6%

AI-adjusted percentile

14 calibrated reviewers

Summary

Lightning Bug (2004) is a film IMDb files under the drama genre.

A second review pool sits behind it as well: 53 Rotten Tomatoes reviewers clear the same calibration test, and Rankquant scores them separately. Its in-cohort standing is measured against the other 7,846 2000s films, not against the whole corpus. Only 14 of its IMDb reviewers are calibrated, so the calibrated figure rests on a thin sample; a broader pool of 17 reviewers with at least two reviews feeds the raw-average track.

Is Lightning Bug (2004) worth watching?

Cohort: Films · 2000s · 7,847 titles
Calibrated reviewers: 14
Method: How percentiles are computed

Cohort: Films · 2000s

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