Industry Framework

Insurance & Reinsurance

Analyze insurers through underwriting discipline, float quality, and solvency rather than generic industrial ratios.

Insurance companies run on two engines at once: underwriting profit and investment income earned on float. That makes many standard industrial cash-flow ratios noisy or misleading. The StatsAlpha(TM) insurance framework focuses on premium growth, underwriting margin proxies, ROE, solvency, float quality, peer ranges, and insurer-specific moat signals. It is built for informational analysis, not investment advice.

Money Flow Engine: Insurance & Reinsurance Moat Template: Insurance & Reinsurance Fair Value Lens: Insurance Trade-Off Cluster: Insurance (Life, P&C, Reinsurance)
Coverage
137
Companies currently mapped to this framework
Median Composite
52.0
Live Snapshot

Industry Fingerprint

A quick read on where this framework looks strongest today.

Strongest Pillar
Profitability
Median 59.4
Weakest Pillar
Health
Median 42.9
Money Flow Engine
Insurance & Reinsurance
Moat Template
Insurance & Reinsurance
Fair Value Lens
Insurance
Trade-Off Cluster
Insurance (Life, P&C, Reinsurance)
Leaderboard snapshot

Who Leads This Framework

Top slices selected from the strongest data already available for this industry.

Moat rankings only appear when moat coverage is deep enough to trust.
Highest Composite Score

Top 5 companies by current framework view

5 tracked
  • ERIE
    Erie Indemnity Company
    67.2
    Framework score 67/100
  • PRI
    Primerica, Inc.
    66.7
    Framework score 67/100
  • PUK
    Prudential Public Limited Compa
    65.7
    Framework score 66/100
  • HCI
    HCI Group, Inc.
    65.3
    Framework score 65/100
  • RLI
    RLI Corp.
    64.5
    Framework score 64/100
Top Growth Leaders

Top 5 companies by current framework view

5 tracked
  • HCI
    HCI Group, Inc.
    94.9
    Framework score 95/100
  • PLMR
    Palomar Holdings, Inc.
    86.5
    Framework score 86/100
  • PUK
    Prudential Public Limited Compa
    80.6
    Framework score 81/100
  • WTM
    White Mountains Insurance Group
    77.4
    Framework score 77/100
  • RGA
    Reinsurance Group of America, I
    76.8
    Framework score 77/100
Top Profitability Leaders

Top 5 companies by current framework view

5 tracked
  • KINS
    Kingstone Companies, Inc
    76.6
    Framework score 77/100
  • ALL-PH
    Allstate Corporation (The) Depo
    76.6
    Framework score 77/100
  • AON
    Aon plc
    75.9
    Framework score 76/100
  • WTM
    White Mountains Insurance Group
    74.7
    Framework score 75/100
  • PLMR
    Palomar Holdings, Inc.
    74.3
    Framework score 74/100
Top Valuation Leaders

Top 5 companies by current framework view

5 tracked
  • CRVL
    CorVel Corp.
    82.9
    Framework score 83/100
  • MMC
    Marsh & McLennan Companies, Inc
    77.1
    Framework score 77/100
  • MFC
    Manulife Financial Corporation
    76.6
    Framework score 77/100
  • GSHD
    Goosehead Insurance, Inc.
    73.7
    Framework score 74/100
  • ITIC
    Investors Title Company
    72.8
    Framework score 73/100
Narrative Pulse

How the framework sounds in motion

Recurring storylines, tone distribution, and representative beats pulled from active companies inside this setup.

Signal View
Live beats only
01
Top Scene
Engine Room
30 active beats
02
Top Scene
Balance Sheet
28 active beats
BHFAP Engine Room

Scaling without slippage

Positive

Revenue up 30.3% YoY while gross margin expanded +168.8pp TTM to 171.8%

BHFAO Engine Room

Scaling without slippage

Positive

Revenue up 30.3% YoY while gross margin expanded +168.8pp TTM to 171.8%

BHFAN Engine Room

Scaling without slippage

Positive

Revenue up 30.3% YoY while gross margin expanded +168.8pp TTM to 171.8%

For informational purposes only. Not investment advice.

Driver Patterns

What wins here

Metrics that recur most often across stronger operators in this framework.

Repeated strength markers
Operating Cash Flow Margin
Appears 129 times in higher-scoring names
Efficiency
56
Average normalized score
129x
FCF Margin
Appears 129 times in higher-scoring names
Efficiency
52
Average normalized score
129x
Debt/FCF Ratio
Appears 119 times in higher-scoring names
Health
59
Average normalized score
119x
P/FCF Ratio
Appears 119 times in higher-scoring names
Valuation
57
Average normalized score
119x
Interest Coverage Ratio
Appears 117 times in higher-scoring names
Health
60
Average normalized score
117x
FCF Yield
Appears 117 times in higher-scoring names
Valuation
48
Average normalized score
117x
Trade-Off Lens

What this framework must optimize at the same time

Insurance (Life, P&C, Reinsurance)

This framework uses all three Trade-Off Ledger axes with industry-specific weights.

How to read it

Each axis sets a minimum evidence threshold. Higher coverage means the framework needs more supporting signals before the lens is treated as dependable.

Axis Balance

Coverage thresholds and enabled metrics across the core trade-off axes.

For informational purposes only
Growth
5 enabled metrics
Active
Profitability
4 enabled metrics
Active
Safety
4 enabled metrics
Active
Framework Benchmark

Pillar Score Distribution

Median and interquartile range across 137 companies in this framework.

Read the shape Use this to see whether strength is broad-based or concentrated in one pillar.
Growth
Median score
18.5 pt spread
52.0
P25 42.8 P75 61.3
0 50 100
Profitability
Median score
25.4 pt spread
59.4
P25 46.1 P75 71.5
0 50 100
Health
Median score
9.3 pt spread
42.9
P25 38.7 P75 48.0
0 50 100
Efficiency
Median score
20.0 pt spread
50.4
P25 38.5 P75 58.5
0 50 100
Valuation
Median score
17.7 pt spread
47.2
P25 36.7 P75 54.4
0 50 100
Benchmark spread map

Interquartile ranges show where the middle half of companies cluster, with the median pin marking the center of gravity for each pillar.

Pillar
0 25 50 75 100
Growth
P25 42.8 Median 52.0 P75 61.3
Profitability
P25 46.1 Median 59.4 P75 71.5
Health
P25 38.7 Median 42.9 P75 48.0
Efficiency
P25 38.5 Median 50.4 P75 58.5
Valuation
P25 36.7 Median 47.2 P75 54.4
Coverage Universe

Explore Matched Companies

Scan the full company universe mapped into the Insurance & Reinsurance framework using live search across company name, ticker, and industry.

Matched companies 137 Informational only. Not investment advice.
137 shown
Company Market Cap Score Price Strongest Pillar
Insurance - Diversified
1.02T
55.9 Composite
$734,400.00 Latest close
Valuation 65.4
Insurance - Diversified
1.01T
56.2 Composite
$488.69 Latest close
Valuation 62.6
Insurance - Property & Casualty
126.13B
57.8 Composite
$325.20 Latest close
Profitability 69.2
Insurance - Property & Casualty
121.18B
61.5 Composite
$207.38 Latest close
Profitability 69.0
Insurance Brokers
89.56B
60.4 Composite
$171.94 Latest close
Valuation 77.1
67.32B
60.4 Composite
$40.34 Latest close
Efficiency 83.5
Insurance Brokers
66.98B
61.8 Composite
$320.74 Latest close
Profitability 75.9
Insurance - Property & Casualty
65.45B
54.5 Composite
$310.61 Latest close
Profitability 66.4
Insurance - Life
59.32B
62.5 Composite
$118.79 Latest close
Valuation 71.2
Insurance - Property & Casualty
57.29B
56.5 Composite
$231.55 Latest close
Profitability 70.3
Insurance - Life
56.34B
52.3 Composite
$87.56 Latest close
Valuation 64.8
Insurance Brokers
54.99B
55.0 Composite
$215.78 Latest close
Valuation 70.7
Insurance - Diversified
42.95B
45.0 Composite
$77.55 Latest close
Health 58.5
Insurance - Life
41.45B
57.0 Composite
$21.41 Latest close
Growth 72.7
Insurance - Diversified
40.49B
45.4 Composite
$76.53 Latest close
Valuation 67.0
Insurance - Life
39.96B
56.7 Composite
$22.07 Latest close
Growth 72.7
Insurance - Life
37.57B
46.5 Composite
$108.26 Latest close
Valuation 69.2
Insurance - Property & Casualty
35.50B
52.7 Composite
$129.50 Latest close
Valuation 67.8
34.43B
61.8 Composite
$27.02 Latest close
Growth 80.6
Insurance - Diversified
32.16B
54.5 Composite
$93.71 Latest close
Efficiency 67.7
Insurance - Property & Casualty
31.64B
57.1 Composite
$20.19 Latest close
Profitability 76.6
Insurance - Property & Casualty
26.68B
63.9 Composite
$172.46 Latest close
Valuation 72.4
Insurance - Property & Casualty
25.01B
56.1 Composite
$67.14 Latest close
Valuation 69.2
Insurance Brokers
23.89B
59.0 Composite
$252.97 Latest close
Profitability 69.1
Insurance - Property & Casualty
23.26B
50.1 Composite
$1,858.91 Latest close
Profitability 63.1
Insurance - Property & Casualty
22.25B
47.6 Composite
$108.13 Latest close
Growth 52.2
Insurance Brokers
20.03B
59.2 Composite
$58.24 Latest close
Efficiency 66.8
Insurance - Property & Casualty
18.36B
52.9 Composite
$24.76 Latest close
Profitability 70.8
Insurance - Diversified
14.68B
34.2 Composite
$44.12 Latest close
Efficiency 71.9
Insurance - Life
14.47B
41.8 Composite
$90.58 Latest close
Valuation 63.7
Insurance - Reinsurance
13.70B
55.0 Composite
$209.15 Latest close
Growth 76.8
Insurance - Diversified
13.50B
38.5 Composite
$8.55 Latest close
Valuation 47.5
Insurance - Reinsurance
13.43B
46.9 Composite
$339.30 Latest close
Valuation 66.0
Insurance - Life
13.36B
45.3 Composite
$172.05 Latest close
Growth 50.4
Insurance - Property & Casualty
12.88B
49.4 Composite
$265.30 Latest close
Valuation 62.1
Insurance - Reinsurance
12.83B
58.7 Composite
$300.93 Latest close
Profitability 69.1
Insurance - Specialty
12.63B
47.4 Composite
$46.94 Latest close
Efficiency 63.2
Insurance - Property & Casualty
12.04B
43.0 Composite
$45.76 Latest close
Growth 48.5
Insurance - Diversified
11.87B
52.5 Composite
$18.87 Latest close
Efficiency 69.0
Insurance - Property & Casualty
11.16B
56.4 Composite
$137.08 Latest close
Efficiency 64.7
Insurance Brokers
10.21B
65.3 Composite
$211.65 Latest close
Profitability 71.9
Insurance - Property & Casualty
9.49B
54.9 Composite
$39.08 Latest close
Growth 63.6
Insurance - Specialty
9.22B
45.5 Composite
$33.26 Latest close
Efficiency 72.7
Insurance - Life
8.79B
66.6 Composite
$280.07 Latest close
Growth 75.9
Insurance - Life
7.63B
36.0 Composite
$109.38 Latest close
Efficiency 85.7
Insurance - Specialty
7.62B
44.5 Composite
$103.39 Latest close
Growth 59.9
Insurance - Diversified
7.58B
46.1 Composite
$23.78 Latest close
Growth 56.6
Insurance - Life
7.20B
44.0 Composite
$37.68 Latest close
Valuation 50.6
Insurance - Property & Casualty
7.04B
53.0 Composite
$201.29 Latest close
Growth 64.5
Insurance - Specialty
6.90B
50.5 Composite
$68.28 Latest close
Growth 72.1
Insurance - Property & Casualty
6.80B
59.1 Composite
$295.05 Latest close
Profitability 70.2
Insurance - Reinsurance
6.57B
57.3 Composite
$21.11 Latest close
Profitability 72.6
Insurance - Specialty
5.96B
52.6 Composite
$43.32 Latest close
Valuation 61.2
Insurance - Property & Casualty
5.71B
54.9 Composite
$103.15 Latest close
Growth 70.1
Insurance - Property & Casualty
5.53B
50.7 Composite
$92.44 Latest close
Efficiency 71.7
Insurance - Specialty
5.51B
60.0 Composite
$26.30 Latest close
Profitability 69.8
Insurance - Specialty
5.39B
53.7 Composite
$58.93 Latest close
Valuation 68.4
Insurance - Property & Casualty
4.98B
56.5 Composite
$2,010.75 Latest close
Growth 77.4
Insurance - Property & Casualty
4.85B
58.1 Composite
$52.74 Latest close
Valuation 68.1
Insurance - Life
4.80B
47.0 Composite
$51.46 Latest close
Valuation 66.1
Insurance - Specialty
4.67B
52.7 Composite
$35.11 Latest close
Valuation 67.3
Insurance - Property & Casualty
4.42B
31.0 Composite
$57.51 Latest close
Growth 47.0
Insurance - Property & Casualty
3.72B
47.3 Composite
$10.84 Latest close
Valuation 54.5
Insurance - Life
3.64B
54.8 Composite
$27.32 Latest close
Growth 71.2
Insurance - Life
3.62B
39.4 Composite
$63.05 Latest close
Growth 49.9
Insurance - Life
3.42B
38.2 Composite
$8.94 Latest close
Efficiency 63.0
Insurance - Specialty
3.39B
55.3 Composite
$78.14 Latest close
Growth 70.7
Insurance Brokers
3.35B
38.5 Composite
$23.52 Latest close
Valuation 53.9
Insurance - Reinsurance
3.14B
56.3 Composite
$31.65 Latest close
Efficiency 68.5
Insurance - Property & Casualty
2.96B
66.5 Composite
$111.58 Latest close
Growth 86.5
Insurance Brokers
2.92B
50.8 Composite
$57.60 Latest close
Valuation 82.9
Insurance - Specialty
2.86B
54.5 Composite
$37.66 Latest close
Growth 67.3
Insurance - Life
2.68B
38.2 Composite
$14.82 Latest close
Health 45.7
Insurance - Reinsurance
2.68B
52.4 Composite
$22.79 Latest close
Efficiency 57.8
Insurance - Property & Casualty
2.14B
66.6 Composite
$167.42 Latest close
Growth 94.9
Insurance - Property & Casualty
2.06B
57.1 Composite
$50.82 Latest close
Growth 70.3
Insurance - Property & Casualty
2.01B
51.1 Composite
$66.18 Latest close
Efficiency 59.5
Insurance - Diversified
1.99B
42.3 Composite
$23.28 Latest close
Valuation 53.8
Insurance - Property & Casualty
1.98B
47.0 Composite
$49.03 Latest close
Valuation 61.1
Insurance - Property & Casualty
1.48B
35.7 Composite
$25.07 Latest close
Efficiency 52.8
Insurance Brokers
1.39B
54.7 Composite
$39.01 Latest close
Valuation 73.7
Insurance - Property & Casualty
1.27B
38.0 Composite
$24.54 Latest close
Valuation 50.3
Insurance - Property & Casualty
1.24B
47.6 Composite
$48.50 Latest close
Efficiency 68.6
Insurance Brokers
1.16B
57.9 Composite
$21.50 Latest close
Efficiency 77.1
Insurance - Property & Casualty
1.07B
54.0 Composite
$38.32 Latest close
Efficiency 74.1
Insurance - Diversified
1.04B
60.1 Composite
$25.15 Latest close
Valuation 69.1
Insurance - Property & Casualty
1.04B
52.9 Composite
$70.62 Latest close
Growth 57.7
Insurance - Property & Casualty
1.01B
49.5 Composite
$23.25 Latest close
Growth 64.2
Insurance - Property & Casualty
895.82M
54.8 Composite
$27.54 Latest close
Efficiency 79.5
Insurance - Specialty
848.70M
30.9 Composite
$46.52 Latest close
Efficiency 58.1
Insurance - Property & Casualty
808.25M
49.1 Composite
$51.07 Latest close
Efficiency 63.7
Insurance - Property & Casualty
706.20M
52.9 Composite
$23.79 Latest close
Profitability 73.0
Insurance - Property & Casualty
671.21M
41.0 Composite
$25.78 Latest close
Growth 51.4
Insurance - Specialty
656.00M
38.8 Composite
$17.46 Latest close
Efficiency 50.1
Insurance - Property & Casualty
648.40M
47.9 Composite
$17.50 Latest close
Valuation 62.1
Insurance - Property & Casualty
637.83M
48.0 Composite
$21.06 Latest close
Valuation 61.2
Insurance - Specialty
587.30M
48.8 Composite
$32.33 Latest close
Valuation 71.9
Insurance - Reinsurance
533.00M
37.9 Composite
$15.97 Latest close
Efficiency 65.8
Insurance Brokers
526.24M
42.9 Composite
$11.01 Latest close
Valuation 61.6
Insurance - Property & Casualty
508.90M
58.3 Composite
$10.95 Latest close
Profitability 72.2
Insurance - Specialty
487.80M
54.6 Composite
$258.61 Latest close
Valuation 72.8
Insurance Brokers
484.52M
42.8 Composite
$10.25 Latest close
Valuation 60.0
Insurance - Diversified
431.16M
44.8 Composite
$1.20 Latest close
Growth 55.4
Insurance - Property & Casualty
368.60M
37.2 Composite
$25.23 Latest close
Valuation 55.2
Insurance - Property & Casualty
322.30M
18.8 Composite
$15.73 Latest close
Efficiency 30.3
Insurance - Specialty
305.60M
25.6 Composite
$6.00 Latest close
Growth 41.9
Insurance - Life
295.70M
47.4 Composite
$5.88 Latest close
Valuation 63.2
Insurance Brokers
278.22M
28.5 Composite
$45.00 Latest close
Efficiency 51.2
255.70M
28.2 Composite
$5.68 Latest close
Efficiency 49.2
Insurance - Property & Casualty
242.80M
58.7 Composite
$16.76 Latest close
Profitability 76.6
Insurance - Specialty
180.80M
37.2 Composite
$3.91 Latest close
Growth 54.5
Insurance Brokers
166.67M
43.4 Composite
$0.94 Latest close
Profitability 52.3
Insurance Brokers
52.40M
45.2 Composite
$1.56 Latest close
Health 50.9
Insurance - Diversified
39.40M
0.0 Composite
$18.78 Latest close
No pillar score -
Insurance - Life
37.10M
40.8 Composite
$1.74 Latest close
Growth 49.1
Insurance Brokers
18.68M
26.0 Composite
$0.55 Latest close
Growth 35.5
Insurance Brokers
12.63M
42.8 Composite
$1.25 Latest close
Health 57.2
Insurance - Reinsurance
7.40M
33.0 Composite
$0.91 Latest close
Health 45.5
Insurance Brokers
6.09M
17.9 Composite
$0.36 Latest close
Efficiency 38.8
Insurance Brokers
3.70M
24.5 Composite
$0.16 Latest close
Health 37.8
Insurance Brokers
2.47M
37.8 Composite
$0.03 Latest close
Efficiency 69.1
Insurance - Reinsurance
584,252
32.3 Composite
$0.11 Latest close
Growth 74.8
Insurance - Life
-
49.7 Composite
$9.56 Latest close
Growth 74.6
Insurance - Specialty
-
0.0 Composite
- No price data
No pillar score -
Insurance - Diversified
-
54.8 Composite
$15.80 Latest close
Efficiency 71.7
Insurance - Life
-
46.5 Composite
$12.06 Latest close
Growth 74.7
Insurance - Life
-
45.9 Composite
$10.79 Latest close
Valuation 69.7
Insurance - Life
-
47.9 Composite
$15.16 Latest close
Growth 76.0
Insurance - Property & Casualty
-
0.0 Composite
- No price data
No pillar score -
Insurance - Diversified
-
0.0 Composite
- No price data
No pillar score -
Insurance - Diversified
-
0.0 Composite
$20.48 Latest close
No pillar score -
Insurance - Diversified
-
0.0 Composite
$19.21 Latest close
No pillar score -
Insurance - Diversified
-
0.0 Composite
$19.50 Latest close
No pillar score -
Insurance - Specialty
-
52.1 Composite
- No price data
Efficiency 66.0
Insurance - Reinsurance
-
0.0 Composite
- No price data
No pillar score -
Insurance Brokers
-
25.1 Composite
$0.00 Latest close
Health 37.8
Insurance - Property & Casualty
-
52.0 Composite
$15.88 Latest close
Valuation 66.0

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Methodology

How We Analyse Insurance & Reinsurance

This framework combines industry-specific diagnostics, moat context, and peer benchmarks so each signal stays grounded in how this business model actually compounds.

137 companies tracked Insurance & Reinsurance
Read the framework

We group property and casualty insurers, life insurers, specialty writers, reinsurers, and brokers into one insurance framework because their economics are defined by claims reserves, float management, and capital adequacy. The money-flow layer tracks total revenue, claims and losses, acquisition and administrative costs, underwriting result proxies, investment income on float, and capital returns.

The scoring and trade-off layers emphasize the metrics that matter most for insurers: premium and book-value growth, ROE, operating margin as an underwriting proxy, ROA as a float-quality signal, and solvency through equity-to-assets and leverage. Liquidity ratios and generic debt-to-EBITDA screens are intentionally de-emphasized because they do not describe insurance balance sheets well.

On the moat side, StatsAlpha(TM) looks for evidence of underwriting discipline, pricing power, resilient float investment returns, capital strength, operating efficiency, and diversification. Valuation then follows a residual-income logic similar to other financial institutions, because book value and returns on equity are more informative than a generic revenue-to-FCF model. This framework is for informational purposes only, not investment advice.

Signal Stack

Each layer answers a different question: where value is created, what protects it, and how execution compares with the rest of the coverage set.

For informational purposes only
Money Flow Engine Insurance & Reinsurance
Moat Template Insurance & Reinsurance
Fair Value Lens Insurance
Trade-Off Cluster Insurance (Life, P&C, Reinsurance)
Transparency

Benchmarks and narrative cues are meant to clarify what the framework is seeing in the data. They are not investment advice.

01
Frame the universe

Coverage starts with the companies that actually operate inside this business model, so peer comparisons stay relevant instead of generic.

Coverage 137 companies
02
Apply the operating lens

The Insurance & Reinsurance layer isolates the cash-flow mechanics, capital demands, and operating risk that matter most for this industry.

Core lens Insurance & Reinsurance
03
Benchmark durability

We then layer in Insurance & Reinsurance, pillar ranges, and peer leaders to show what strong execution looks like relative to the broader cohort.

Context Insurance & Reinsurance
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