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
  • ABL
    Abacus Life, Inc.
    76.4
    Framework score 76/100
  • PLMR
    Palomar Holdings, Inc.
    72.0
    Framework score 72/100
  • ITIC
    Investors Title Company
    71.1
    Framework score 71/100
  • GL
    Globe Life Inc.
    70.6
    Framework score 71/100
  • AAME
    Atlantic American Corporation
    69.9
    Framework score 70/100
Top Profitability Leaders

Top 5 companies by current framework view

5 tracked
  • MMC
    Marsh & McLennan Companies, Inc
    69.5
    Framework score 70/100
  • AON
    Aon plc
    69.2
    Framework score 69/100
  • KNSL
    Kinsale Capital Group, Inc.
    67.7
    Framework score 68/100
  • BRO
    Brown & Brown, Inc.
    67.0
    Framework score 67/100
  • AJG
    Arthur J. Gallagher & Co.
    65.0
    Framework score 65/100
Top Valuation Leaders

Top 5 companies by current framework view

5 tracked
  • SIGIP
    Selective Insurance Group, Inc.
    82.8
    Framework score 83/100
  • CNO
    CNO Financial Group, Inc.
    76.5
    Framework score 77/100
  • AFL
    AFLAC Incorporated
    73.7
    Framework score 74/100
  • MET
    MetLife, Inc.
    72.9
    Framework score 73/100
  • MET-PA
    MetLife, Inc. Preferred Series
    72.9
    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
FCF Margin
Appears 129 times in higher-scoring names
Efficiency
52
Average normalized score
129x
Operating Cash Flow Margin
Appears 129 times in higher-scoring names
Efficiency
51
Average normalized score
129x
Interest Coverage Ratio
Appears 123 times in higher-scoring names
Health
51
Average normalized score
123x
P/FCF Ratio
Appears 121 times in higher-scoring names
Valuation
74
Average normalized score
121x
FCF Yield
Appears 121 times in higher-scoring names
Valuation
44
Average normalized score
121x
Debt/FCF Ratio
Appears 118 times in higher-scoring names
Health
70
Average normalized score
118x
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
51.5 Composite
$780,086.00 Latest close
Valuation 70.1
Insurance - Diversified
1.01T
51.3 Composite
$521.80 Latest close
Valuation 70.1
Insurance - Property & Casualty
134.90B
55.5 Composite
$350.31 Latest close
Valuation 64.7
Insurance - Property & Casualty
134.12B
57.2 Composite
$215.33 Latest close
Valuation 67.9
Insurance Brokers
89.56B
61.6 Composite
$171.94 Latest close
Profitability 69.5
Insurance Brokers
75.94B
58.9 Composite
$358.30 Latest close
Valuation 71.0
Insurance - Property & Casualty
71.86B
53.8 Composite
$384.31 Latest close
Valuation 66.2
69.21B
42.6 Composite
$44.32 Latest close
Valuation 53.9
Insurance Brokers
65.20B
59.5 Composite
$248.12 Latest close
Valuation 70.6
Insurance - Property & Casualty
64.66B
54.9 Composite
$267.00 Latest close
Growth 68.0
Insurance - Life
62.09B
59.9 Composite
$124.61 Latest close
Valuation 73.7
Insurance - Life
57.97B
51.9 Composite
$97.77 Latest close
Valuation 72.9
Insurance - Diversified
44.51B
40.7 Composite
$81.91 Latest close
Efficiency 76.3
Insurance - Diversified
41.94B
43.7 Composite
$78.78 Latest close
Valuation 68.8
Insurance - Life
41.45B
53.6 Composite
$20.98 Latest close
Valuation 72.9
Insurance - Life
39.96B
53.5 Composite
$21.93 Latest close
Valuation 72.4
Insurance - Life
39.94B
38.2 Composite
$121.28 Latest close
Valuation 56.4
Insurance - Property & Casualty
37.97B
52.0 Composite
$143.28 Latest close
Valuation 64.8
Insurance - Diversified
35.39B
48.9 Composite
$98.48 Latest close
Efficiency 67.6
34.86B
58.3 Composite
$28.28 Latest close
Profitability 63.6
Insurance - Property & Casualty
31.64B
55.8 Composite
$19.24 Latest close
Growth 68.1
Insurance - Property & Casualty
28.38B
56.5 Composite
$176.86 Latest close
Valuation 68.7
Insurance Brokers
27.31B
49.0 Composite
$344.82 Latest close
Valuation 63.7
Insurance - Property & Casualty
26.54B
47.8 Composite
$71.60 Latest close
Valuation 64.1
Insurance - Property & Casualty
24.49B
26.3 Composite
$1,875.05 Latest close
Efficiency 41.7
Insurance - Property & Casualty
23.69B
39.8 Composite
$115.53 Latest close
Profitability 44.7
Insurance Brokers
22.99B
59.1 Composite
$71.43 Latest close
Profitability 67.0
Insurance - Property & Casualty
18.36B
49.4 Composite
$24.57 Latest close
Valuation 60.9
Insurance - Reinsurance
14.91B
54.4 Composite
$246.33 Latest close
Efficiency 74.5
Insurance - Reinsurance
14.78B
52.8 Composite
$374.96 Latest close
Valuation 65.9
Insurance - Diversified
14.36B
31.7 Composite
$44.56 Latest close
Efficiency 70.7
Insurance - Life
14.02B
49.6 Composite
$90.56 Latest close
Valuation 71.8
Insurance - Life
13.89B
51.7 Composite
$183.85 Latest close
Growth 70.5
Insurance - Property & Casualty
13.83B
47.8 Composite
$289.55 Latest close
Valuation 63.1
Insurance - Diversified
13.78B
40.7 Composite
$9.53 Latest close
Valuation 53.4
Insurance - Property & Casualty
13.77B
39.9 Composite
$52.02 Latest close
Valuation 58.1
Insurance - Reinsurance
13.27B
45.1 Composite
$321.87 Latest close
Efficiency 71.0
Insurance - Specialty
13.23B
51.4 Composite
$50.18 Latest close
Efficiency 71.0
Insurance - Diversified
11.87B
48.9 Composite
$19.34 Latest close
Efficiency 69.0
Insurance - Property & Casualty
11.82B
50.1 Composite
$145.59 Latest close
Valuation 63.1
Insurance Brokers
11.45B
60.3 Composite
$252.58 Latest close
Valuation 71.2
Insurance - Specialty
10.71B
40.1 Composite
$42.84 Latest close
Growth 66.5
Insurance - Property & Casualty
9.89B
53.7 Composite
$43.03 Latest close
Efficiency 62.9
Insurance - Life
9.35B
59.3 Composite
$321.38 Latest close
Valuation 68.9
Insurance - Specialty
8.34B
49.7 Composite
$103.49 Latest close
Growth 68.3
Insurance - Property & Casualty
7.81B
58.5 Composite
$373.76 Latest close
Growth 68.4
Insurance - Diversified
7.58B
36.0 Composite
$23.90 Latest close
Valuation 49.7
Insurance - Life
7.56B
32.5 Composite
$129.96 Latest close
Efficiency 83.1
Insurance - Life
7.55B
37.0 Composite
$46.03 Latest close
Valuation 50.6
Insurance - Property & Casualty
7.50B
47.0 Composite
$229.08 Latest close
Valuation 63.5
Insurance - Specialty
7.16B
41.3 Composite
$74.22 Latest close
Growth 64.1
Insurance - Reinsurance
6.57B
47.5 Composite
$20.73 Latest close
Efficiency 86.9
Insurance - Specialty
6.28B
51.8 Composite
$48.96 Latest close
Valuation 65.1
Insurance - Property & Casualty
6.08B
54.9 Composite
$109.50 Latest close
Growth 67.6
Insurance - Specialty
5.96B
54.2 Composite
$30.48 Latest close
Valuation 68.2
Insurance - Specialty
5.91B
51.8 Composite
$68.72 Latest close
Valuation 65.2
Insurance - Property & Casualty
5.81B
45.3 Composite
$96.23 Latest close
Valuation 66.6
Insurance - Property & Casualty
5.58B
52.4 Composite
$64.23 Latest close
Valuation 70.2
Insurance - Property & Casualty
5.41B
32.1 Composite
$2,149.44 Latest close
Health 36.6
Insurance - Property & Casualty
5.40B
31.5 Composite
$52.94 Latest close
Growth 52.0
Insurance - Specialty
5.01B
49.1 Composite
$36.91 Latest close
Efficiency 79.2
Insurance - Life
4.89B
47.9 Composite
$55.16 Latest close
Valuation 76.5
Insurance - Property & Casualty
4.22B
37.2 Composite
$13.61 Latest close
Valuation 65.5
Insurance - Life
3.82B
54.7 Composite
$27.67 Latest close
Growth 69.5
Insurance Brokers
3.77B
40.8 Composite
$29.54 Latest close
Health 55.8
Insurance - Life
3.76B
28.6 Composite
$60.80 Latest close
Efficiency 45.8
Insurance - Property & Casualty
3.69B
54.5 Composite
$131.00 Latest close
Growth 72.0
Insurance - Specialty
3.65B
51.4 Composite
$75.43 Latest close
Efficiency 72.1
Insurance - Life
3.53B
41.0 Composite
$9.69 Latest close
Valuation 62.0
Insurance - Reinsurance
3.42B
55.4 Composite
$35.91 Latest close
Valuation 65.9
Insurance Brokers
3.20B
54.1 Composite
$62.56 Latest close
Valuation 72.8
Insurance - Specialty
3.12B
56.6 Composite
$44.63 Latest close
Valuation 69.2
Insurance - Reinsurance
2.87B
49.7 Composite
$23.03 Latest close
Efficiency 75.9
Insurance - Life
2.68B
26.6 Composite
$13.88 Latest close
Efficiency 45.8
Insurance - Property & Casualty
2.44B
54.4 Composite
$63.67 Latest close
Efficiency 71.0
Insurance - Property & Casualty
2.31B
60.6 Composite
$188.69 Latest close
Growth 68.3
Insurance - Diversified
2.14B
40.0 Composite
$25.07 Latest close
Valuation 49.3
Insurance - Property & Casualty
2.13B
43.2 Composite
$52.22 Latest close
Valuation 72.2
Insurance - Property & Casualty
2.07B
43.3 Composite
$68.19 Latest close
Growth 53.3
Insurance Brokers
1.89B
47.6 Composite
$65.20 Latest close
Efficiency 64.8
Insurance - Property & Casualty
1.71B
34.5 Composite
$28.51 Latest close
Valuation 53.2
Insurance Brokers
1.41B
55.4 Composite
$29.07 Latest close
Valuation 62.9
Insurance - Property & Casualty
1.33B
46.5 Composite
$54.47 Latest close
Efficiency 61.1
Insurance - Property & Casualty
1.29B
31.3 Composite
$25.00 Latest close
Valuation 43.1
Insurance - Diversified
1.17B
52.8 Composite
$27.06 Latest close
Efficiency 64.1
Insurance - Property & Casualty
1.17B
54.9 Composite
$44.15 Latest close
Efficiency 83.9
Insurance - Property & Casualty
1.13B
47.8 Composite
$26.99 Latest close
Growth 63.8
Insurance - Property & Casualty
1.11B
22.4 Composite
$103.50 Latest close
Efficiency 32.7
Insurance - Property & Casualty
1.06B
54.5 Composite
$33.45 Latest close
Efficiency 76.6
Insurance - Property & Casualty
1.02B
49.2 Composite
$51.50 Latest close
Growth 64.3
Insurance - Specialty
921.45M
39.3 Composite
$49.49 Latest close
Valuation 68.3
Insurance - Property & Casualty
827.00M
43.4 Composite
$32.74 Latest close
Profitability 52.3
Insurance - Property & Casualty
752.70M
40.3 Composite
$32.62 Latest close
Growth 57.7
Insurance - Property & Casualty
699.50M
43.1 Composite
$19.24 Latest close
Valuation 67.4
Insurance - Property & Casualty
692.14M
44.2 Composite
$24.01 Latest close
Valuation 67.0
Insurance - Specialty
687.53M
34.2 Composite
$18.12 Latest close
Growth 47.6
Insurance - Specialty
644.30M
41.6 Composite
$29.12 Latest close
Health 59.1
Insurance - Reinsurance
543.27M
40.7 Composite
$15.51 Latest close
Efficiency 53.1
Insurance - Property & Casualty
541.80M
47.2 Composite
$10.44 Latest close
Profitability 55.9
Insurance Brokers
526.24M
39.0 Composite
$13.77 Latest close
Valuation 64.0
Insurance - Specialty
514.23M
47.3 Composite
$289.84 Latest close
Growth 71.1
Insurance Brokers
484.52M
39.2 Composite
$12.43 Latest close
Valuation 64.2
Insurance - Diversified
423.98M
42.5 Composite
$1.00 Latest close
Growth 57.9
Insurance - Property & Casualty
381.30M
34.2 Composite
$27.97 Latest close
Valuation 43.9
Insurance - Specialty
326.49M
23.6 Composite
$5.11 Latest close
Growth 48.6
Insurance - Property & Casualty
322.60M
33.0 Composite
$15.62 Latest close
Profitability 42.1
Insurance - Property & Casualty
293.60M
33.6 Composite
$19.03 Latest close
Growth 45.1
Insurance - Life
282.59M
41.1 Composite
$3.80 Latest close
Valuation 54.0
273.70M
37.3 Composite
$4.93 Latest close
Growth 52.0
Insurance Brokers
236.71M
28.9 Composite
$37.35 Latest close
Efficiency 51.0
Insurance - Specialty
212.20M
23.1 Composite
$4.70 Latest close
Health 34.6
Insurance Brokers
136.05M
46.1 Composite
$0.69 Latest close
Growth 55.4
Insurance Brokers
52.69M
37.9 Composite
$1.37 Latest close
Efficiency 62.0
Insurance - Diversified
39.40M
0.0 Composite
$18.78 Latest close
No pillar score -
Insurance - Life
34.30M
55.0 Composite
$1.53 Latest close
Growth 69.9
Insurance - Reinsurance
12.20M
42.4 Composite
$1.33 Latest close
Valuation 66.8
Insurance Brokers
11.42M
42.4 Composite
$1.66 Latest close
Health 57.2
Insurance Brokers
10.08M
26.9 Composite
$0.19 Latest close
Growth 33.6
Insurance Brokers
6.01M
24.4 Composite
$0.34 Latest close
Efficiency 60.9
Insurance Brokers
3.70M
23.1 Composite
$0.16 Latest close
Health 37.8
Insurance Brokers
2.47M
38.4 Composite
$0.03 Latest close
Efficiency 69.1
Insurance - Reinsurance
584,252
41.1 Composite
$0.11 Latest close
Efficiency 65.0
Insurance - Life
-
49.3 Composite
$9.56 Latest close
Growth 76.4
Insurance - Specialty
-
0.0 Composite
- No price data
No pillar score -
Insurance - Diversified
-
47.9 Composite
$16.27 Latest close
Efficiency 69.0
Insurance - Life
-
31.0 Composite
$11.25 Latest close
Growth 56.2
Insurance - Life
-
31.0 Composite
$14.28 Latest close
Growth 56.2
Insurance - Life
-
31.0 Composite
$10.01 Latest close
Growth 56.2
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
-
50.1 Composite
- No price data
Efficiency 66.0
Insurance - Reinsurance
-
0.0 Composite
- No price data
No pillar score -
Insurance Brokers
-
25.0 Composite
$0.00 Latest close
Health 37.8
Insurance - Property & Casualty
-
45.6 Composite
$15.79 Latest close
Valuation 82.8

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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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