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olivLaw · European equity research

Carmila CARM.PA

France · Euronext Paris · Vertical: Listed companies from France

15.32EUR−0.39% · 1 dayClose 05 Nov 2026

Carmila is a French-listed real estate company specialised in shopping centres and retail parks attached to Carrefour hypermarkets in France, Spain and Italy. Its portfolio, widened by the integration of Galimmo assets, includes 251 shopping centres valued at 6.7 billion euros, and the partnership with Carrefour is its main competitive advantage.

At the close of 05 Nov 2026, Carmila (CARM.PA) stock was 15.32 EUR (−0.39% on the day), with market capitalisation 2.2 bn EUR, P/E 6.9 on diluted EPS of 2.21 EUR over the last 12 months, dividend yield 7.83%, beta 0.36, 52-week range 14.14–18.52 EUR.

Data as of · AI analysis dated · Source: ESEF annual reports and closing prices, computed by olivLaw.

Market cap
2.2 bn EUR
shares as of 31 Dec 2024
P/E (TTM)
6.9
Diluted EPS TTM 2.21 · TTM to 31 Dec 2024
E/P (TTM)
14.43%
TTM to 31 Dec 2024
Dividend yield
7.83%
DPS 12m 1.20
Beta (2y)
0.36
Volatility (1y) 18%
52-week range
14.1418.52

Price history

Loading chart…

Technical reading

RSI (14)
67.5
strong (55–70)
Bollinger (20, 2)
14.01 – 15.21
above the upper band · %B 1.09 · band width 8.2%
SMA 50 / 200
14.87 / 16.35
mixed trend
MACD (12, 26, 9)
0.08 / -0.05
MACD above signal

Indicators describe past prices; on their own they do not predict direction. On our history the RSI ≤ 40 filter added no return (see the signals methodology).

Performance

CompanyEURO STOXX 50vs EURO STOXX 50Vertical median
1 month+5.5%−0.6%+6.2 pp—
3 months−10.0%−4.2%−5.8 pp—
6 months−9.9%+4.3%−14.2 pp—
Year to date−9.9%+7.5%−17.4 pp—
1 year−5.8%+9.9%−15.7 pp−8.8%
3 years+12.2%+49.8%−37.7 pp−10.0%
5 years+14.0%+42.8%−28.8 pp—
Max drawdown (1y)
−23.7%
27 Feb 2026 → 07 Oct 2026
Max drawdown (5y)
−26.7%
05 May 2025 → 07 Oct 2026
Compound annual growth (5y)
+2.7%
EURO STOXX 50 +7.4%

Price returns, dividends excluded.

Quarterly results

ESEF annual reports carry no quarters: the results are annual (below).

E/P over time

E/P = trailing-12-month diluted EPS / price at quarter end. E/P is the inverse of P/E and stays defined when earnings are negative.

Today's P/E sits at the 0 percentile of its own 3-quarter history (min 7.2, median 8.8, max 779.0; quarters with earnings only).

Fiscal years

Fiscal year202220232024
Revenueunavailableunavailableunavailable
Revenue YoYunavailableunavailableunavailable
Net income219.3 m2.8 m313.8 m
Net income YoYunavailable−98.7%+11,197.3%
Diluted EPS1.520.022.21
Diluted EPS YoYunavailable−98.7%+10,950.0%
net %unavailableunavailableunavailable
Free cash flowunavailableunavailableunavailable

Balance sheet & financial health

Fiscal year 2024 · 31 Dec 2024

Cash
154.3 m EUR
Financial debt
2.7 bn EUR
Net debt
2.5 bn EUR
Equity
3.4 bn EUR
Total assets
6.7 bn EUR
Debt / equity
0.78x
Current ratio
1.22x
ROE
9.4%
ROA
4.7%
FCF margin
unavailable

Financial statements (source on every figure)

Revenue and net income (EUR)

Income statement · EUR

Pre-tax income
2022
222.1 m
2023
9.5 m
2024
315.8 m

esef· 15 Apr 2025verified

Income tax
2022
2.5 m
2023
6.7 m
2024
1.6 m

esef· 15 Apr 2025verified

Net income
2022
219.3 m
2023
2.8 m
2024
313.8 m

esef· 15 Apr 2025verified

Diluted EPS
2022
1.52
2023
0.02
2024
2.21

esef· 15 Apr 2025verified

Weighted average diluted shares
2022
144.4 m
2023
142.8 m
2024
141.9 m

esef· 15 Apr 2025verified

Dividend per share
2022
1.00
2023
1.17
2024
1.20

esef· 15 Apr 2025verified

Balance sheet · EUR

Cash
2022
356.7 m
2023
860.2 m
2024
154.3 m

esef· 15 Apr 2025verified

Current assets
2022
537.5 m
2023
1.0 bn
2024
344.8 m

esef· 15 Apr 2025verified

Total assets
2022
6.5 bn
2023
6.7 bn
2024
6.7 bn

esef· 15 Apr 2025verified

Short-term debt
2022
75.7 m
2023
574.5 m
2024
—

esef· 18 Mar 2024verified

Long-term debt
2022
2.5 bn
2023
2.5 bn
2024
2.7 bn

esef· 15 Apr 2025verified

Current liabilities
2022
240.9 m
2023
734.0 m
2024
283.4 m

esef· 15 Apr 2025verified

Equity
2022
3.5 bn
2023
3.3 bn
2024
3.4 bn

esef· 15 Apr 2025verified

Shares outstanding at year end
2022
144.3 m
2023
138.9 m
2024
142.0 m

esef· 15 Apr 2025derived

Cash flow · EUR

Operating cash flow
2022
322.3 m
2023
276.1 m
2024
296.3 m

esef· 15 Apr 2025verified

Investing cash flow
2022
31.7 m
2023
56.7 m
2024
-229.2 m

esef· 15 Apr 2025verified

Financing cash flow
2022
-235.5 m
2023
170.8 m
2024
-772.9 m

esef· 15 Apr 2025verified

Dividends paid
2022
143.9 m
2023
167.0 m
2024
171.0 m

esef· 15 Apr 2025verified

Computed indicators

Growth

Revenue growth (YoY)
unavailable
input data missing
Revenue CAGR 3Y
unavailable
input data missing
Revenue CAGR 5Y
unavailable
input data missing
EBIT growth (YoY)
unavailable
input data missing
Net income growth (YoY)
11,197.3%
computed by olivLawFY 2024
Net income CAGR 3Y
unavailable
input data missing
Net income CAGR 5Y
unavailable
input data missing
EPS growth (YoY)
10,950.0%
computed by olivLawFY 2024
EPS CAGR 3Y
unavailable
input data missing
EPS CAGR 5Y
unavailable
input data missing
FCF growth (YoY)
unavailable
input data missing

Profitability

Gross margin
unavailable
input data missing
EBITDA margin
unavailable
input data missing
EBIT margin
unavailable
input data missing
Net margin
unavailable
input data missing
FCF margin
unavailable
input data missing

Returns

ROE
9.4%
computed by olivLawFY 2024 · balance sheet at 31 Dec 2024
ROA
4.7%
computed by olivLawFY 2024 · balance sheet at 31 Dec 2024
ROIC
unavailable
input data missing
ROCE
unavailable
input data missing
Payout ratio (EPS)
54.3%
computed by olivLawFY 2024
Payout ratio (FCF)
unavailable
input data missing

Balance sheet

Net debt
2.5 bn EUR
computed by olivLawbalance sheet at 31 Dec 2024
Net debt / EBITDA
unavailable
input data missing
Debt / equity
0.8x
computed by olivLawbalance sheet at 31 Dec 2024
Interest coverage
unavailable
input data missing

Liquidity

Current ratio
1.2x
computed by olivLawbalance sheet at 31 Dec 2024
Quick ratio
unavailable
input data missing
Cash ratio
0.5x
computed by olivLawbalance sheet at 31 Dec 2024

Cash

Operating cash flow
296.3 m EUR
computed by olivLawFY 2024
Capital expenditure
unavailable
input data missing
Free cash flow
unavailable
input data missing
FCF conversion
unavailable
input data missing
Cash conversion
unavailable
input data missing

Efficiency

Days sales outstanding
unavailable
input data missing
Days inventory outstanding
unavailable
input data missing
Days payables outstanding
unavailable
input data missing
Cash conversion cycle
unavailable
input data missing

Market and valuation

Market capitalisation
2.2 bn EUR
computed by olivLawbalance sheet at 31 Dec 2024
Enterprise value
4.7 bn EUR
computed by olivLawbalance sheet at 31 Dec 2024
Market cap / net income TTM
6.9x
computed by olivLawFY 2024
P/E (TTM)
6.9x
computed by olivLawFY 2024
Earnings yield
14.4%
computed by olivLawFY 2024
P/B
0.6x
computed by olivLawbalance sheet at 31 Dec 2024
P/S
unavailable
input data missing
EV/EBITDA
unavailable
input data missing
EV/EBIT
unavailable
input data missing
EV/Sales
unavailable
input data missing
P/FCF
unavailable
input data missing
FCF yield
unavailable
input data missing
Dividend yield
7.8%
computed by olivLawFY 2024
Shareholder yield (distributions)
7.9%
computed by olivLawFY 2024 · balance sheet at 31 Dec 2024

1 indicators that do not apply to the sector.

Valuation

olivLaw classification

Insufficient data
What is missing
  • indicators available: 3 of at least 6
  • score weight coverage: 20.8% of at least 60%

A scoring methodology on indicators and valuation, not investment advice.

Closing price

15.32 EUR

05 Nov 2026Source: olivLaw, closing series

Market cap: 2.2 bn EUR

Key indicators

Market capitalisation
2.2 bn EUR
computed by olivLawbalance sheet at 31 Dec 2024
P/E (TTM)
6.9x
computed by olivLawFY 2024
P/B
0.6x
computed by olivLawbalance sheet at 31 Dec 2024
EV/EBITDA
unavailable
input data missing
ROE
9.4%
computed by olivLawFY 2024 · balance sheet at 31 Dec 2024
Net margin
unavailable
input data missing
Revenue growth (YoY)
unavailable
input data missing
Dividend yield
7.8%
computed by olivLawFY 2024

Coverage and freshness

18/37 reporting lines present
Latest full fiscal year: 2024
Latest reported period: 31 Dec 2024
Latest balance sheet date: 31 Dec 2024
Share count (cover of the latest filing), as of: 31 Dec 2024
Source: esefpublished 15 Apr 2025
verified 56derived 4

The data is older than the freshness threshold.

Score by group

21% · Insufficient data

Estimated value range

Low
20.86
EUR per share
Mid
29.08
EUR per share
High
43.71
EUR per share
Price: 15.32 EUR
The price is below the range
Potential to the central value: 89.8% (value / price − 1)
Margin of safety: 47.3% (1 − price / value)
Agreement between methods: low · 2 methods used · 2 independent bases

The combined range = the median of the valid methods' low, central and high values; it is not a probability interval and does not cover every result. Envelope of all methods: 16.32 – 65.17 EUR.

Valuation assumptions are editorial choices, not measured; beta is not measured.

Method ranges (EUR per share)

— — Mid · ▏ Price

Valuation methods

  • DCF (discounted cash flow)unavailable · input data missing
  • Peers: EV/EBITDAunavailable · input data missing
  • Peers: P/E25.39 – 65.17 (Mid 39.33)
    21 companies used · median multiple 17.8x · quartiles 11.5x – 29.5x
    74SW.PA, ABEO.PA, AC.PA, ADP.PA, AF.PA, AI.PA, ALBON.PA, ALCIS.PA, ALCLA.PA, ALFER.PA, ALHEX.PA, ALO.PA, ALPWG.PA, ALSOG.PA, ANTIN.PA, ARAMI.PA, ATE.PA, AUB.PA, AURE.PA, BB.PA, BN.PA
  • Dividend discount (DDM)16.32 – 22.25 (Mid 18.83)

Assumptions (illustrative, editorial)

Risk-free rate
3.0%
Equity risk premium
5.5%
Beta (default)
1.00
Cost of equity
8.5%
Terminal growth
2.0%

Factor scorecard

Insufficient data

Minimum-evidence gate: indicators available: 3 of at least 6; score weight coverage: 20.8% of at least 60%

FactorValueScoreWeight used
ROIC · Qualityunavailableunavailable—
Net margin · Qualityunavailableunavailable—
FCF conversion · Qualityunavailableunavailable—
Revenue CAGR 3Y · Growthunavailableunavailable—
EPS CAGR 3Y · Growthunavailableunavailable—
Net debt / EBITDA · Balance sheetunavailableunavailable—
Interest coverage · Balance sheetunavailableunavailable—
Current ratio · Balance sheet1.2x35 (on a fixed band)20%
P/E (TTM) · Valuation6.9x88 (vs peers)50%
EV/EBITDA · Valuationunavailableunavailable—
FCF yield · Valuationunavailableunavailable—
Shareholder yield (distributions) · Returns7.9%100 (on a fixed band)30%
Payout ratio (FCF) · Returnsunavailableunavailable—

Factors without a value were dropped; the remaining weights were renormalised.

Score groups

  • Balance sheet· partial35/100 · 1/3 factors with a value
  • Growth· partialunavailable · 0/2 factors with a value
  • Quality· partialunavailable · 0/3 factors with a value
  • Returns· partial100/100 · 1/2 factors with a value
  • Valuation· partial88/100 · 1/3 factors with a value

A «partial» group is computed from under half of its weight or from one factor: it is not a full assessment of the group.

Memo

Carmila (CARM.PA). Latest full fiscal year: 2024; data up to 2024-12-31.

Figures computed from the financial statements: ROE 9.4%.

The estimated value range is 20.86–43.71 EUR per share (median of 2 methods, agreement: low); assumptions are illustrative. Against the central value of 29.08 EUR, the price of 15.32 EUR leaves a potential of 89.8% (value / price − 1) and a margin of safety of 47.3% (1 − price / value). The range is the median of the methods' low, central and high values, not a probability interval.

Insufficient data for a verdict (indicators available: 3 of at least 6; score weight coverage: 20.8% of at least 60%).

Text generated deterministically from the figures shown; no language model. Not investment advice.

What supports the thesis

  • P/E (TTM): 6.9x
  • Shareholder yield (distributions): 7.9%
  • The price is below the estimated value range

What contradicts it

  • The valuation methods diverge

Not assessed (insufficient data or a ratio without meaning): ROIC, Net margin, FCF conversion, Revenue CAGR 3Y, EPS CAGR 3Y, Net debt / EBITDA, Interest coverage, EV/EBITDA, FCF yield, Payout ratio (FCF).

Versus the vertical median

Listed companies from France · same country · compared with 40 companies

Multiples and returns vs the median

P/E
6.9x
vertical median 19.6x
below median (−64.6%)
EV/EBITDA
—
vertical median 6.3x
P/S
—
vertical median 0.5x
P/B
0.6x
vertical median 1.2x
below median (−48.2%)
ROE
9.4%
vertical median 4.2%
above median (+121.4%)
Net margin
—
vertical median 1.3%
EBIT margin
—
vertical median 3.2%
Revenue YoY
—
vertical median -0.1%
Net debt/EBITDA
—
vertical median -1.2x
Dividend yield
7.8%
vertical median 1.7%
above median (+360.3%)

Companies in the vertical

Market capP/EROENet marginRevenue YoY1A / 3A
AI.PAL'air Liquide Societe Anonyme Pour L'etude Et L'exploitation Des Procedes Georges Claude109.3 bn33.212.9%12.2%−2.0%+26% / +32%
BN.PADanone44.1 bn21.911.9%7.4%−0.9%−11% / +16%
AC.PAAccor13.8 bn30.79.6%8.0%+0.6%+6% / +56%
ADP.PAAeroports De Paris11.7 bn34.17.8%5.6%+12.1%−7% / +4%
AKE.PAArkema7.1 bn115.40.9%0.7%−5.0%+12% / −37%
ALO.PAAlstom5.8 bn18.33.1%1.7%+3.7%−51% / −4%
AF.PAAir France - Klm4.3 bn13.6—1.0%+4.8%+20% / +9%
ATE.PAAlten3.1 bn29.54.8%2.6%−1.1%+33% / −29%
BB.PASociete Bic2.7 bn31.35.0%4.1%−4.8%+32% / +5%
ANTIN.PAAntin Infrastructure Partners1.4 bn13.021.9%36.6%−8.1%−24% / −35%
74SW.PA74software792.7 m20.98.9%8.5%+44.8%−13% / +41%
AUB.PAAubay667.4 m17.813.6%6.3%+11.3%+3% / +45%
ASY.PAAssystem507.1 m69.92.5%1.1%+7.4%−19% / −18%
ATO.PAAtos Se483.0 m—-23,400.0%-17.5%−16.5%−45% / −94%
ARAMI.PAAramis Group298.8 m15.010.0%0.8%+6.3%−33% / −16%
ARVEN.PAArverne Group246.1 m—-14.0%-115.3%+27.0%+20% / −35%
BGO.PACompagnie Chargeurs Invest189.4 m—-8.6%-5.7%−2.9%unavailable / unavailable
ALCIS.PACatering International & Services145.0 m28.49.3%1.9%+5.8%+39% / +107%
ALCGM.PACegedim144.6 m—-2.6%-1.2%+10.9%−26% / −49%
ATEME.PAAteme144.0 m151.32.8%1.0%+2.2%+82% / +77%
ALHEX.PAHexaom144.0 m6.79.9%2.2%+13.1%−32% / +7%
ALBON.PACompagnie Lebon111.7 m16.54.2%8.8%−17.9%+6% / +8%
ALHYF.PALhyfe75.8 m—-33.4%-570.5%+287.2%unavailable / unavailable
ALFER.PASergeferrari Group61.5 m11.55.1%1.5%+7.4%−33% / −27%
ABEO.PAAbeo60.8 m7.36.9%3.0%+12.6%−13% / −54%

1- and 3-year price returns: for CARM.PA from daily closes (the same as the performance table), for the other companies from month-end closes.

olivLaw engine forecast

The world engine ran after the company's latest material disclosure. Probabilities are of TOUCHING a level within the horizon (not closing there) and sit next to the random walk (p_rw), the no-information benchmark.

The engine has no published run for this company yet.

Valuation scenarios (editable assumptions)

Illustrative scenarios

Scenarios are not available. input data missing

AI analysis

AI-generatedAI-generated analysis (Claude) from cited public sources; it may contain errors. Not investment advice. As of 27 Oct 2026 · Model: claude-haiku-5-5.

In brief

Carmila is a French-listed real estate company specialised in shopping centres and retail parks attached to Carrefour hypermarkets in France, Spain and Italy. Its portfolio, widened by the integration of Galimmo assets, includes 251 shopping centres valued at 6.7 billion euros, and the partnership with Carrefour is its main competitive advantage.

SWOT

Strengths

  • The strategic partnership with Carrefour gives access to assets, to a large customer network and to coordinated renovation and extension projects.
  • A large portfolio of shopping centres and retail parks across three countries offers geographic and asset diversification.
  • Predetermined land prices and a 50/50 margin split create a predictable framework for development.

Weaknesses

  • Dependence on a single partner, Carrefour, concentrates commercial and legal risk in the company.
  • Many assets are jointly owned, which can complicate decisions and the sharing of income.
  • Service-sector stakes are minority holdings and contribute little to results compared with the real estate core.

Opportunities

  • Joint extensions and renovations could raise rents and the appeal of existing centres.
  • Acquisitions from Carrefour, using knowledge of catchment areas, could bring new assets with added value.
  • Developing 5G antennas on existing sites could generate extra income without large investment.

Threats

  • Changes in Carrefour's strategy, including after 2027, could affect the terms of the partnership.
  • Online commerce could reduce customer footfall in shopping centres and pressure rents.
  • Tighter financing conditions could slow renovation and development programmes.

Risks

  • Dependence on Carrefourhigh

    Most assets are tied to Carrefour hypermarkets, and a change in that partner's strategy could affect footfall and joint projects.

  • Expiry of the agreementmedium

    The Renovation and Development Agreement is extended to December 2027, and terms after that date are not yet set, which could create uncertainty.

  • Integration of Galimmomedium

    Absorbing the new assets may face operational difficulties and may take time to produce the expected results.

  • Online competition and consumer shiftsmedium

    Changes in buying behaviour could reduce demand for physical retail space and pressure rents.

  • Environmental and climate riskslow

    Assets exposed to climate events or environmental regulation could require additional investment.

Investment thesis

What would need to be true (bull case)

  • If the partnership with Carrefour remains stable after 2027, Carmila could keep a rare asset position with privileged access to extension projects.
  • The integration of Galimmo assets could add scale and recurring income if returns are confirmed.
  • Sharing costs and margins 50/50 could support developments with controlled risk.

What would break the thesis

  • Dependence on a single partner could become a vulnerability if the relationship changes when the agreement expires.
  • Online commerce and shifting consumer habits could reduce footfall and rents in shopping centres.
  • Jointly owned assets can slow decisions and limit flexibility in sales or refurbishments.

What to watch

  • Progress of negotiations on extending the Renovation and Development Agreement2027
  • Results of integrating Galimmo assets and returns on the new centresnext 10-K
  • Pace of joint extension and renovation projects with Carrefour2027
  • Level of rents and occupancy rates in shopping centresQ1 2027

Products, market & competition

AI-generatedAI-generated analysis (Claude) from cited public sources; it may contain errors. Not investment advice. As of 27 Oct 2026 · Model: claude-haiku-5-5.

The business

Carmila is a listed real estate company under the SIIC tax regime, dedicated to managing and enhancing shopping centres and retail parks, largely located next to Carrefour stores 1. The group covers the full asset value chain, from asset management and leasing to specialty leasing, omnichannel marketing, centre management and investment in renovations, extensions and acquisitions 1. The integration of Galimmo assets, linked to Carrefour's acquisition of Cora and Match, expanded the portfolio to 251 shopping centres, retail parks and 5G antennas across the three countries, valued at 6.7 billion euros 1.

The business model rests on co-ownership with Carrefour: Carmila owns about 45% of the shopping centres attached to Carrefour hypermarkets in the three countries 1. The partnership is governed by a Renovation and Development Agreement, signed in April 2014 and extended to 31 December 2027 1.

Operations rely on services provided by Carrefour group entities, including co-promotion, delegated project management and property management, which allows cost optimisation and aligned interests in joint projects 1.

Segments

Shopping centres attached to hypermarkets

The core segment comprises shopping centres co-owned with Carrefour, whose renovations are partly financed equally and whose development margin is split 50/50, with a predetermined land price of 150 euros per square metre for shopping centres 1.

Retail parks and 5G antennas

The portfolio also includes retail parks, with a predetermined land price of 75 euros per square metre in development projects under the agreement, as well as 5G antennas located on the same sites 1.

Market context

The reference market is that of proximity shopping centres and retail parks in France, Spain and Italy, where Carmila competes through its location beside Carrefour hypermarkets, a traffic advantage new entrants find hard to replicate 1. The Carrefour network, with more than 15,000 stores in over 40 countries, supports customer flows and its own local leadership 1.

Growth depends on the ability to renovate and extend assets within the partnership, where financing rules and margin sharing provide a predictable framework until 2027, but concentration on one partner remains a structural dependency 1.

Trends

  • Extension of the Carrefour agreementmixed

    Extending the renovation and development partnership to 2027 gives continuity to joint projects, but any change in Carrefour's strategy could alter the pace of investment.

  • Integration of Galimmo assetsmixed

    Expanding the portfolio to 251 centres and 6.7 billion euros of assets increases scale, but requires operational integration and attention to the returns on new acquisitions.

  • Growth through extensionstailwind

    Predetermined land prices and costs shared 50/50 could make extensions faster and cheaper for Carmila, if commercial demand supports the new space.

  • Proximity consumption and online retailheadwind

    Changes in consumer behaviour, including the pressure of online commerce, could reduce footfall in shopping centres and weigh on rents.

Competitive position

Carmila is compared with other European real estate companies specialised in shopping centres, which compete for tenants and quality assets. Its distinctive advantage is its share of roughly 45% of the centres attached to Carrefour, which is hard to match for competitors without a comparable retail partner 1.

Competition also comes from other retail formats, such as independent shopping centres and online platforms, which could draw tenants or customers if the appeal of attached centres declines.

  • Unibail-Rodamco-Westfield

    Large European shopping centre group with a premium portfolio and competition for tenants in major cities.

  • Klepierre

    European shopping centre operator with assets in France, Spain and Italy, relevant for the same tenant base.

  • Vastned

    European retail real estate company, comparable by property type but with a different geographic exposure.

  • Eurocommercial Properties

    Owner of shopping centres in Italy and other European countries, competing in markets where Carmila is present.

News & filings

In the press

No news in our archive over the last 180 days.

Annual reports (ESEF)

Sources

  1. [1] Annual report, fiscal year ended 2024-12-31 (ESEF) · SEC / Carmila · 31 Dec 2024

Figures computed by olivLaw from ESEF annual reports and closing prices; the qualitative analysis is AI-generated from cited sources. Not investment advice.