City Comparison

Compare local governments on scores, allocation, risk signals, and confidence.

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.

Strong comparison

Population size, geography, and source coverage make this a strong like-for-like comparison.

Aliso Viejo scores 4 points higher than Laguna Niguel primarily because it shows lower vendor concentration risk, leaner spending allocation, lighter public burden.

Aliso Viejo leads by 21 points on vendor risk.

Aliso Viejo leads by 15 points on spending efficiency.

Laguna Niguel leads by 10 points on public burden.

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.

Aliso Viejo

66

/100

Watchlist

Confidence: Limited

Some evidence is still low-confidence

0 source documents still need review, which limits precision.

Budget growth remains near peer range

5.0% year-over-year growth is not a major outlier within the peer set.

Score and metric comparison

Default metrics favor per-resident or share-of-budget framing over raw dollars.

Open Laguna Niguel dashboard
MetricLaguna NiguelAliso Viejo
GovMatrix score62/10066/100
Administrative overhead24.7%18.6%
Top vendor share25.2%16.8%
Budget growth YoY6.8%5.0%
Budget per resident$2,263$2,692
ConfidenceLimitedLimited

Sub-score breakdown

These six pillars make the overall score explainable instead of mystical.

Financial Stability

Laguna Niguel 72Aliso Viejo 71

Laguna Niguel: Stable reserves and 6.8% budget growth shape this pillar.

Aliso Viejo: Stable reserves and 5.0% budget growth shape this pillar.

Spending Efficiency

Laguna Niguel 80Aliso Viejo 95

Laguna Niguel: 24.7% administrative overhead and consulting growth drive this score.

Aliso Viejo: 18.6% administrative overhead and consulting growth drive this score.

Transparency

Laguna Niguel 31Aliso Viejo 31

Laguna Niguel: 0/1 documents are parsed into the current dataset.

Aliso Viejo: 0/1 documents are parsed into the current dataset.

Vendor Risk

Laguna Niguel 73Aliso Viejo 94

Laguna Niguel: 25.2% top-vendor share and 0 no-bid contracts affect this pillar.

Aliso Viejo: 16.8% top-vendor share and 0 no-bid contracts affect this pillar.

Trend / Anomaly

Laguna Niguel 74Aliso Viejo 82

Laguna Niguel: Public Safety is the biggest growth area at 14.8%.

Aliso Viejo: Technology Programs is the biggest growth area at 11.4%.

Public Burden

Laguna Niguel 93Aliso Viejo 83

Laguna Niguel: $2,263 per resident frames the current adopted budget.

Aliso Viejo: $2,692 per resident frames the current adopted budget.

Growth and consulting comparison

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.

Aliso Viejo

Limited source coverage means the score is heavily compressed toward neutral and should be treated as directional.