Platform Comparison

Cargo vs Livebooks

Livebooks leads
45.4
Cargo
60.2
Livebooks
WINNER

Score Summary

Avg AI Readability
42.5 71.7
Avg Security
16.7 16.7
Avg Efficiency
56.0 71.7
Avg Total Score
45.4 60.2
Avg Structure
32.5 83.8
Avg Load Complexity
81.9 71.8
Avg Lighthouse
53.3 56.9
Best Site Score
55.1 65.3
Worst Site Score
30.7 53.5
Cargo Livebooks

Performance by Industry

Average total score for each platform within shared industries.

Industry Cargo Livebooks
Architecture 62.5 1 sites
Corporate-personal
Design
Film & Video
Photography 59.9 8 sites

Comparison Insights

Overall Verdict

Livebooks meaningfully outperforms Cargo by 14.8 points on average. This reflects a consistent quality gap across their sites.

Dimension Edge

Cargo leads in: Load Complexity. Livebooks leads in: AI Readability, Efficiency, Structure, Lighthouse. Livebooks has a broader performance advantage across dimensions.

Opportunities for improvement
  • Cargo could target AI Readability, Efficiency, Structure, Lighthouse to close the gap.
  • Livebooks could target Load Complexity to improve.

Industry-by-Industry Results

The platforms split industry wins evenly across 5 shared verticals - the overall score gap may be driven by a few outlier sites rather than a consistent pattern.

Sample Size Consideration

Cargo has 2.9× more audited sites than Livebooks. Larger samples surface more variation and may pull averages toward the mean, so this comparison should be read with that in mind.