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.
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.
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.
Default metrics favor per-resident or share-of-budget framing over raw dollars.
| 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 |
These six pillars make the overall score explainable instead of mystical.
Financial Stability
Santa Ana 68 • Laguna Niguel 72
Santa Ana: Improving reserves and -0.7% budget growth shape this pillar.
Laguna Niguel: Stable reserves and 6.8% budget growth shape this pillar.
Spending Efficiency
Santa Ana 77 • Laguna Niguel 80
Santa Ana: 21.0% administrative overhead and consulting growth drive this score.
Laguna Niguel: 24.7% administrative overhead and consulting growth drive this score.
Transparency
Santa Ana 87 • Laguna Niguel 31
Santa Ana: 3/4 documents are parsed into the current dataset.
Laguna Niguel: 0/1 documents are parsed into the current dataset.
Vendor Risk
Santa Ana 61 • Laguna Niguel 73
Santa Ana: 22.4% top-vendor share and 1 no-bid contracts affect this pillar.
Laguna Niguel: 25.2% top-vendor share and 0 no-bid contracts affect this pillar.
Trend / Anomaly
Santa Ana 54 • Laguna Niguel 74
Santa Ana: Professional Services is the biggest growth area at 18.4%.
Laguna Niguel: Public Safety is the biggest growth area at 14.8%.
Public Burden
Santa Ana 82 • Laguna Niguel 93
Santa Ana: $2,751 per resident frames the current adopted budget.
Laguna Niguel: $2,263 per resident frames the current adopted budget.
This chart highlights whether the overall budget trend and outside-services growth are moving together.
Santa Ana
3 machine-readable documents and 2 evidence-linked findings back this score.
Laguna Niguel
Limited source coverage means the score is heavily compressed toward neutral and should be treated as directional.