City Comparison
This view is for fair benchmarking, not leaderboard theater. The comparison badge reflects whether the cities are actually similar enough for a strong side-by-side read.
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.
Laguna Niguel
62
/100
Watchlist
Confidence: Limited
Vendor concentration is elevated
25.2% of tracked payments flow to the top vendor, which is above the peer median.
Consulting spend is rising faster than staffing
Outside services growth leads staffing by 10.5 points.
Some evidence is still low-confidence
0 source documents still need review, which limits precision.
Santa Ana
70
/100
Stable
Confidence: High
Reserves are trending upward
Santa Ana shows an improving reserve direction versus recent years.
Vendor concentration is elevated
22.4% of tracked payments flow to the top vendor, which is above the peer median.
Consulting spend is rising faster than staffing
Outside services growth leads staffing by 12.4 points.
Default metrics favor per-resident or share-of-budget framing over raw dollars.
| Metric | Laguna Niguel | Santa Ana |
|---|---|---|
| GovMatrix score | 62/100 | 70/100 |
| Administrative overhead | 24.7% | 21.0% |
| Top vendor share | 25.2% | 22.4% |
| Budget growth YoY | 6.8% | -0.7% |
| Budget per resident | $2,263 | $2,752 |
| Confidence | Limited | High |
These six pillars make the overall score explainable instead of mystical.
Financial Stability
Laguna Niguel 72 • Santa Ana 68
Laguna Niguel: Stable reserves and 6.8% budget growth shape this pillar.
Santa Ana: Improving reserves and -0.7% budget growth shape this pillar.
Spending Efficiency
Laguna Niguel 80 • Santa Ana 77
Laguna Niguel: 24.7% administrative overhead and consulting growth drive this score.
Santa Ana: 21.0% administrative overhead and consulting growth drive this score.
Transparency
Laguna Niguel 31 • Santa Ana 87
Laguna Niguel: 0/1 documents are parsed into the current dataset.
Santa Ana: 3/4 documents are parsed into the current dataset.
Vendor Risk
Laguna Niguel 73 • Santa Ana 61
Laguna Niguel: 25.2% top-vendor share and 0 no-bid contracts affect this pillar.
Santa Ana: 22.4% top-vendor share and 1 no-bid contracts affect this pillar.
Trend / Anomaly
Laguna Niguel 74 • Santa Ana 54
Laguna Niguel: Public Safety is the biggest growth area at 14.8%.
Santa Ana: Professional Services is the biggest growth area at 18.4%.
Public Burden
Laguna Niguel 93 • Santa Ana 82
Laguna Niguel: $2,263 per resident frames the current adopted budget.
Santa Ana: $2,751 per resident frames the current adopted budget.
This chart highlights whether the overall budget trend and outside-services growth are moving together.
Laguna Niguel
Limited source coverage means the score is heavily compressed toward neutral and should be treated as directional.
Santa Ana
3 machine-readable documents and 2 evidence-linked findings back this score.