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Network Score

The Network Score evaluates an operator's position within the broader EigenLayer ecosystem. It contributes 15% to the overall Risk Score and provides context that raw metrics alone can't capture --- an operator's size and distribution look very different depending on how they compare to the rest of the network.

How It's Calculated

Network Score = (Size Percentile x 0.70) + (Distribution Quality x 0.30)
ComponentWeightWhat It Measures
Size Percentile70%TVS ranking relative to other operators
Distribution Quality30%How well delegation is spread across delegators

Size Percentile (70%)

Measures where the operator falls in the network's TVS (Total Value Secured) distribution. Operators are compared against two benchmarks: the network median and the 90th percentile.

Operator PositionSize Percentile
Top 10% (above P90)90--100
Above median50--90
At median50
Below median0--50

Operators in the top 10% score 90 or above. Those below the network median score below 50, scaling proportionally down to 0.

What this means for you: Larger operators generally have more stake backing their security guarantees, which reflects broader market confidence. However, size alone doesn't tell the whole story --- that's why distribution quality matters too.

Distribution Quality (30%)

Uses the same HHI (Herfindahl-Hirschman Index) methodology as the Economic Score's delegation concentration to assess how evenly the operator's delegation is spread.

Delegation PatternHHIScore
Many small delegators0.00100
Moderately concentrated0.2575
Highly concentrated0.5050
Single delegator1.000

Why this appears in both scores: Delegation distribution is important enough to factor into two different assessments. In the Economic Score, it captures single-delegator withdrawal risk. In the Network Score, it captures whether the operator's network position is genuinely broad-based or artificially inflated by a few large wallets.

Example

An operator with:

  • TVS above P90 (top 10% of network) --- Size Percentile = 93
  • HHI = 0.20 --- Distribution Quality = 80
Network Score = (93 x 0.70) + (80 x 0.30)
= 65.1 + 24.0
= 89.1

A strong Network Score, reflecting a large operator with reasonably well-distributed delegation.

Default Values

When network data is insufficient (e.g., very few operators registered), the Size Percentile defaults to 50 (neutral). If HHI data is unavailable, it defaults to 0.5 (moderately concentrated).

See Also