City comparison
This view favors fair benchmarking over leaderboard theater. Use it to understand which city record is stronger, weaker, or simply better sourced.
Weak comparison
Use this comparison carefully because size or source-coverage differences limit fairness.
Santa Ana scores 8 points higher than Laguna Niguel primarily because it shows better source transparency, fewer anomaly signals, lower vendor concentration risk.
Santa Ana leads by 56 points on transparency.
Laguna Niguel leads by 20 points on trend / anomaly.
Laguna Niguel leads by 12 points on vendor risk.
City comparison still uses the procurement-aware model while the state side stays budget-first.
| Metric | Santa Ana | Laguna Niguel |
|---|---|---|
| GovMatrix score | 70/100 | 62/100 |
| Administrative overhead | 21.0% | 24.7% |
| Top vendor share | 22.4% | 25.2% |
| Budget growth YoY | -0.7% | 6.8% |
| Budget per resident | $2,752 | $2,263 |
| Confidence | High | Limited |