Financial Health Intelligence • Evaluasi Model

Dashboard Evaluasi Model Z-Score

Monitor ketepatan mesin analitik AutoPortofolio dalam memproyeksikan kesehatan finansial emiten BEI. Telusuri distribusi status, ketajaman probabilitas distress, serta sektor yang memerlukan perhatian ekstra.

  • Komparasi lintas sektor hingga subindustry dengan highlight warna otomatis.
  • Confidence level menunjukkan tingkat keandalan model berdasarkan histori performa.
  • Tren health score & probability of distress membantu memantau perubahan risiko dari waktu ke waktu.
Transparansi ML: probabilitas distress dapat dikalibrasi dengan model historis, tetapi status Safe/Grey Zone/Distress dan gate keputusan tetap memakai threshold Z-Score serta hysteresis. Overlay ML bersifat peringatan tambahan dan default-nya nonaktif—bukan instruksi beli atau jual otomatis.
Entity Tercakup 944 23,374 catatan data
Rata-rata Health Score 2.90 Rentang -10.00 – 10.00
Avg Probability of Distress 39.6% Semakin rendah semakin baik
Avg Confidence Level 82.5% Kalibrasi historis AutoPortofolio
Entitas Tercakup
944
23,374 sampel data dari laporan keuangan terbaru.
Health Score Rata-rata
2.90
Rentang skor -10.00 – 10.00.
Probability of Distress
39.6%
Probabilitas rata-rata risiko finansial seluruh emiten.
Confidence Level Model
82.5%
Semakin tinggi, semakin konsisten akurasi prediksi model.

Distribusi Status Financial Health

Perbandingan zona aman, abu-abu, dan distress berdasarkan keseluruhan dataset.

23,374 observasi
Safe Zone11,22648.0%
Grey Zone4,48719.2%
Distress7,66132.8%

Coverage & Kalibrasi Model

Model evaluasi ini mengagregasi seluruh sektor industri di BEI dengan bobot yang disesuaikan secara otomatis.

12
Sektor
34
Subsektor
55
Industry
99
Subindustry

Rata-rata Komponen Rasio

  • Working Capital / Total Assets: 0.00
  • Retained Earnings / Total Assets: 0.00
  • EBIT / Total Assets: 0.00
  • Market Value Equity / Book Value Debt: 0.00
  • Sales / Total Assets: 0.00

Entitas Risiko Tinggi

Threshold Health Score <= 0.40
Perusahaan Health Score PoD Sektor
Bank Woori Saudara Indonesia 1 Kode: SDRA
-10.00 99.5% G. Financials
Bank Woori Saudara Indonesia 1 Kode: SDRA
-10.00 99.5% G. Financials
Bank Woori Saudara Indonesia 1 Kode: SDRA
-10.00 99.5% G. Financials
Bank Woori Saudara Indonesia 1 Kode: SDRA
-10.00 99.5% G. Financials
Bank Woori Saudara Indonesia 1 Kode: SDRA
-10.00 99.5% G. Financials

Entitas Paling Resilien

Threshold Health Score >= 0.75
Perusahaan Health Score PoD Sektor
Bank Rakyat Indonesia (Persero Kode: BBRI
10.00 4.4% G. Financials
Bank CIMB Niaga Tbk. Kode: BNGA
10.00 4.5% G. Financials
Bank MNC Internasional Tbk. Kode: BABP
10.00 3.6% G. Financials
Bank Mestika Dharma Tbk. Kode: BBMD
10.00 3.5% G. Financials
Sawit Sumbermas Sarana Tbk. Kode: SSMS
10.00 7.4% D. Consumer Non-Cyclicals

Health Score vs Probability of Distress per Sektor

Ukuran gelembung menunjukkan jumlah entitas unik per sektor. Posisi kiri bawah mengindikasikan sektor paling sehat.

Confidence Level per Sektor

Pantau sektor dengan tingkat keyakinan model tertinggi serta area yang memerlukan validasi manual.

Tren Health Score & PoD

Menggambarkan dinamika agregat kesehatan finansial serta probabilitas distress.

Eksplorasi Mendalam per Hirarki Industri

Gunakan tab untuk menelusuri performa model dari level sektor hingga subindustry.

Health Score >= 3 Health Score 0 – 3 Health Score < 0

Perbandingan Health Score dan Probability of Distress per Sektor

SectorCountUnique EntitiesAvg Health ScoreMin Health ScoreMax Health ScoreAvg Probability of DistressAvg ConfidenceSafe EntitiesGrey Zone EntitiesDistressed Entities
I. Technology948455.8-10.010.029.44%86.22%676.00164.00108.00
D. Consumer Non-Cyclicals30851304.9-10.010.040.83%88.81%2,290.00408.00387.00
G. Financials30361064.0-10.010.040.22%83.40%1,967.00215.00854.00
F. Healthcare829413.8-10.010.025.02%85.85%470.00177.00182.00
B. Basic Materials27521113.0-10.010.033.88%77.16%1,451.00714.00587.00
C. Industrials1631662.8-10.010.024.88%85.34%886.00347.00398.00
E. Consumer Cyclicals38181592.5-10.010.033.92%84.44%1,633.00817.001,368.00
A. Energy2213892.2-10.010.035.27%84.50%916.00479.00818.00
J. Infrastructures1775701.3-10.010.045.73%85.00%509.00370.00896.00
H. Properties & Real Estate2302871.1-10.010.072.56%66.12%182.00524.001,596.00
K. Transportation & Logistic984410.2-10.010.040.67%85.11%246.00272.00466.00
11-10.0-10.0-10.01.00%100.00%0.000.001.00

Perbandingan Health Score dan Probability of Distress per Subsektor

SubsectorSectorCountUnique EntitiesAvg Health ScoreAvg Probability of DistressAvg ConfidenceSafe EntitiesGrey Zone EntitiesDistressed EntitiesMin Health ScoreMax Health Score
G3. Investment ServiceG. Financials17767.815.91%79.60%176.001.000.002.710.0
D1. Food & Staples RetailingD. Consumer Non-Cyclicals397147.118.02%82.10%346.0012.0039.00-4.010.0
I2. Technology Hardware & EquipmentI. Technology217115.912.87%85.46%157.0043.0017.00-0.110.0
I1. Software & IT ServicesI. Technology731345.834.36%86.44%519.00121.0091.00-10.010.0
D3. TobaccoD. Consumer Non-Cyclicals11945.736.22%91.42%89.0016.0014.001.310.0
G4. InsuranceG. Financials505185.738.17%82.01%385.0080.0040.00-7.910.0
E2. Household GoodsC. Industrials3015.522.05%76.80%23.005.002.00-6.310.0
F2. Pharmaceuticals & Health Care ResearchF. Healthcare362155.19.80%87.33%300.0032.0030.00-10.010.0
G5. Holding & Investment CompaniesG. Financials570204.931.00%62.56%502.0012.0056.00-10.010.0
D2. Food & BeverageD. Consumer Non-Cyclicals23051014.543.90%89.77%1,677.00331.00297.00-10.010.0
D4. Nondurable Household ProductsD. Consumer Non-Cyclicals264114.250.46%89.35%178.0049.0037.00-2.510.0
E3. Leisure GoodsE. Consumer Cyclicals8253.934.61%83.76%35.0017.0030.00-0.210.0
E1. Automobiles & ComponentsE. Consumer Cyclicals364183.816.82%84.27%197.00150.0017.000.710.0
G1. BanksG. Financials1386483.537.55%97.27%903.0068.00415.00-10.010.0
C2. Industrial ServicesC. Industrials469223.518.14%85.99%298.0095.0076.00-10.010.0
E7. RetailingE. Consumer Cyclicals812333.511.38%87.32%566.0077.00169.00-10.010.0
E2. Household GoodsE. Consumer Cyclicals301133.519.63%83.19%161.00119.0021.00-2.96.8
B1. Basic MaterialsB. Basic Materials27521113.033.88%77.16%1,451.00714.00587.00-10.010.0
A2. Alternative EnergyA. Energy3522.929.18%81.83%21.006.008.00-6.28.5
C1. Industrial GoodsC. Industrials1007382.824.67%85.20%530.00235.00242.00-10.010.0
F1. Healthcare Equipment & ProvidersF. Healthcare467262.736.81%84.71%170.00145.00152.00-0.38.5
J2. Heavy Constructions & Civil EngineeringJ. Infrastructures717292.436.44%81.79%324.00148.00245.00-10.010.0
E5. Consumer ServicesE. Consumer Cyclicals1194482.352.24%82.09%298.00215.00681.00-10.010.0
A1. Oil, Gas & CoalA. Energy2178872.235.37%84.55%895.00473.00810.00-10.010.0
K2. Logistics & DeliveriesK. Transportation & Logistic601281.737.46%83.65%233.00173.00195.00-10.010.0
H1. Properties & Real EstateH. Properties & Real Estate2302871.172.56%66.12%182.00524.001,596.00-10.010.0
E6. Media & EntertainmentE. Consumer Cyclicals479201.138.95%86.51%97.00153.00229.00-10.010.0
E4. Apparel & Luxury GoodsE. Consumer Cyclicals586221.041.56%84.37%279.0086.00221.00-10.010.0
J3. TelecommunicationJ. Infrastructures583220.954.96%88.38%82.00147.00354.00-10.08.3
G2. Financing ServiceG. Financials398140.476.13%68.38%1.0054.00343.00-5.410.0
J1. Transportation InfrastructureJ. Infrastructures26990.334.20%88.49%85.0036.00148.00-10.010.0
J4. UtilitiesJ. Infrastructures20610-0.167.00%82.04%18.0039.00149.00-10.010.0
C3. Multi-sector HoldingsC. Industrials1255-0.252.58%86.18%35.0012.0078.00-10.08.0
K1. TransportationK. Transportation & Logistic38313-2.345.72%87.38%13.0099.00271.00-10.010.0
11-10.01.00%100.00%0.000.001.00-10.0-10.0

Perbandingan Health Score dan Probability of Distress per Industry

IndustrySectorSubsectorCountUnique EntitiesAvg Health ScoreAvg Probability of DistressAvg ConfidenceSafe EntitiesGrey Zone EntitiesDistressed EntitiesMin Health ScoreMax Health Score
E31. Consumer ElectronicsE. Consumer CyclicalsE3. Leisure Goods819.60.04%83.00%8.000.000.007.510.0
G31. Investment ServicesG. FinancialsG3. Investment Service17767.815.91%79.60%176.001.000.002.710.0
D. Consumer Non-CyclicalsD. Consumer Non-CyclicalsD1. Food & Staples Retailing397147.118.02%82.10%346.0012.0039.00-4.010.0
I23. Electronic Equipment, Instruments & ComponentsI. TechnologyI2. Technology Hardware & Equipment6346.813.99%85.84%42.0015.006.001.210.0
I11. Online Applications & ServicesI. TechnologyI1. Software & IT Services438196.432.76%88.54%315.0063.0060.00-10.010.0
E73. Department StoresE. Consumer CyclicalsE7. Retailing9036.04.99%87.87%79.005.006.00-6.110.0
D. Consumer Non-CyclicalsD. Consumer Non-CyclicalsD3. Tobacco11945.736.22%91.42%89.0016.0014.001.310.0
G41. InsuranceG. FinancialsG4. Insurance505185.738.17%82.01%385.0080.0040.00-7.910.0
C23. Professional ServicesC. IndustrialsC2. Industrial Services11265.724.85%82.46%82.001.0029.00-2.510.0
I22. Computer HardwareI. TechnologyI2. Technology Hardware & Equipment11355.612.86%84.85%76.0027.0010.00-0.110.0
E21. Household GoodsC. IndustrialsE2. Household Goods3015.522.05%76.80%23.005.002.00-6.310.0
I12. IT Services & ConsultingI. TechnologyI1. Software & IT Services207105.330.33%84.48%169.0015.0023.00-10.010.0
F21. PharmaceuticalsF. HealthcareF2. Pharmaceuticals & Health Care Research362155.19.80%87.33%300.0032.0030.00-10.010.0
I21. Networking EquipmentI. TechnologyI2. Technology Hardware & Equipment4125.111.20%86.54%39.001.001.001.110.0
G51. Holding & Investment CompaniesG. FinancialsG5. Holding & Investment Companies570204.931.00%62.56%502.0012.0056.00-10.010.0
C13. ElectricalC. IndustrialsC1. Industrial Goods20874.89.54%85.98%174.0032.002.001.310.0
D. Consumer Non-CyclicalsD. Consumer Non-CyclicalsD2. Food & Beverage23051014.543.90%89.77%1,677.00331.00297.00-10.010.0
D. Consumer Non-CyclicalsD. Consumer Non-CyclicalsD4. Nondurable Household Products264114.250.46%89.35%178.0049.0037.00-2.510.0
I13. SoftwareI. TechnologyI1. Software & IT Services8653.952.23%80.52%35.0043.008.001.39.2
B11. ChemicalsB. Basic MaterialsB1. Basic Materials745293.821.39%84.01%454.00163.00128.00-10.010.0
B13. Containers & PackagingB. Basic MaterialsB1. Basic Materials481193.822.57%84.69%288.00157.0036.00-1.510.0
E11. Auto ComponentsE. Consumer CyclicalsE1. Automobiles & Components363173.816.86%84.25%196.00150.0017.000.710.0
E74. Specialty RetailE. Consumer CyclicalsE7. Retailing631263.712.28%86.70%454.0065.00112.00-10.010.0
G11. BanksG. FinancialsG1. Banks1386483.537.55%97.27%903.0068.00415.00-10.010.0
E11E. Consumer CyclicalsE1. Automobiles & Components113.55.00%90.00%1.000.000.003.53.5
E21. Household GoodsE. Consumer CyclicalsE2. Household Goods301133.519.63%83.19%161.00119.0021.00-2.96.8
F11. Healthcare Equipment & SuppliesF. HealthcareF1. Healthcare Equipment & Providers114103.522.90%84.21%63.0034.0017.000.88.5
E32. Sport Equipment & Hobbies GoodsE. Consumer CyclicalsE3. Leisure Goods7443.338.35%83.84%27.0017.0030.00-0.210.0
B14. Metals & MineralsB. Basic MaterialsB1. Basic Materials901373.249.60%61.96%551.00163.00187.00-10.010.0
C21. Diversified Industrial TradingC. IndustrialsC2. Industrial Services3833.128.08%86.84%9.0027.002.001.26.3
A21. Alternative Energy EquipmentA. EnergyA2. Alternative Energy3522.929.18%81.83%21.006.008.00-6.28.5
C12. Building Products & FixturesC. IndustrialsC1. Industrial Goods326122.930.51%83.47%162.0094.0070.00-10.010.0
C22. Commercial ServicesC. IndustrialsC2. Industrial Services319132.814.59%87.12%207.0067.0045.00-10.010.0
A12. CoalA. EnergyA1. Oil, Gas & Coal1168462.630.28%85.19%572.00239.00357.00-10.010.0
J21. Heavy Constructions & Civil EngineeringJ. InfrastructuresJ2. Heavy Constructions & Civil Engineering714292.436.59%81.71%324.00148.00242.00-10.010.0
F12. Healthcare ProvidersF. HealthcareF1. Healthcare Equipment & Providers353162.441.31%84.87%107.00111.00135.00-0.38.1
A13. Oil, Gas & Coal SupportsA. EnergyA1. Oil, Gas & Coal536232.435.75%84.09%231.00110.00195.00-10.010.0
E51. Tourism & RecreationE. Consumer CyclicalsE5. Consumer Services1156452.352.12%82.06%294.00215.00647.00-10.010.0
E62. Entertainment & Movie ProductionE. Consumer CyclicalsE6. Media & Entertainment8152.241.54%86.91%7.0041.0033.001.04.5
B15. Forestry & PaperB. Basic MaterialsB1. Basic Materials295112.036.34%82.09%105.00103.0087.00-10.010.0
C14. MachineryC. IndustrialsC1. Industrial Goods413171.925.41%85.73%179.00108.00126.00-10.010.0
K21. Logistics & DeliveriesK. Transportation & LogisticK2. Logistics & Deliveries590281.938.14%83.35%233.00173.00184.00-10.010.0
E52. Education & Support ServicesE. Consumer CyclicalsE5. Consumer Services3831.855.87%82.95%4.000.0034.001.06.1
J31. Telecommunication ServiceJ. InfrastructuresJ3. Telecommunication17981.852.47%89.03%26.0097.0056.00-8.75.0
B12. Construction MaterialsC. IndustrialsC1. Industrial Goods6021.540.21%88.13%15.001.0044.00-6.510.0
J41. Electric UtilitiesJ. InfrastructuresJ4. Utilities17691.461.58%83.07%18.0039.00119.00-10.010.0
A11. Oil & GasA. EnergyA1. Oil, Gas & Coal466181.248.28%83.18%92.00124.00250.00-10.010.0
H11. Real Estate Management & DevelopmentH. Properties & Real EstateH1. Properties & Real Estate2302871.172.56%66.12%182.00524.001,596.00-10.010.0
E41. Apparel & Luxury GoodsE. Consumer CyclicalsE4. Apparel & Luxury Goods586221.041.56%84.37%279.0086.00221.00-10.010.0
G51. Holding & Investment CompaniesB. Basic MaterialsB1. Basic Materials1510.942.41%82.40%3.008.004.00-10.04.1
E61. MediaE. Consumer CyclicalsE6. Media & Entertainment398150.938.42%86.42%90.00112.00196.00-10.010.0
J32. Wireless Telecommunication ServicesJ. InfrastructuresJ3. Telecommunication404140.656.06%88.10%56.0050.00298.00-10.08.3
B12. Construction MaterialsB. Basic MaterialsB1. Basic Materials296130.535.08%87.32%50.00120.00126.00-10.06.6
G21. Consumer FinancingG. FinancialsG2. Financing Service398140.476.13%68.38%1.0054.00343.00-5.410.0
J11. Transport Infrastructure OperatorJ. InfrastructuresJ1. Transportation Infrastructure26990.334.20%88.49%85.0036.00148.00-10.010.0
C31. Multi-sector HoldingsC. IndustrialsC3. Multi-sector Holdings1255-0.252.58%86.18%35.0012.0078.00-10.08.0
E71. Consumer DistributorsE. Consumer CyclicalsE7. Retailing914-0.511.41%91.08%33.007.0051.00-10.010.0
K13. Passenger Land TransportationK. Transportation & LogisticK1. Transportation2649-0.955.68%84.44%5.0090.00169.00-10.04.2
K11. AirlinesK. Transportation & LogisticK1. Transportation893-4.530.06%92.76%5.009.0075.00-10.010.0
A. EnergyA1. Oil, Gas & Coal81-6.51.00%100.00%0.000.008.00-7.1-6.2
K. Transportation & LogisticK2. Logistics & Deliveries111-6.81.00%100.00%0.000.0011.00-7.5-6.1
B. Basic MaterialsB1. Basic Materials192-7.21.00%100.00%0.000.0019.00-7.9-6.4
K21. Logistics & DeliveriesK. Transportation & LogisticK1. Transportation301-7.64.44%97.33%3.000.0027.00-10.010.0
J. InfrastructuresJ2. Heavy Constructions & Civil Engineering31-7.71.00%100.00%0.000.003.00-8.1-7.5
J42. Gas UtilitiesJ. InfrastructuresJ4. Utilities301-9.098.84%76.00%0.000.0030.00-10.0-0.1
11-10.01.00%100.00%0.000.001.00-10.0-10.0

Perbandingan Health Score dan Probability of Distress per Subindustry

SubindustryIndustrySectorSubsectorCountUnique EntitiesAvg Health ScoreAvg Probability of DistressAvg ConfidenceSafe EntitiesGrey Zone EntitiesDistressed EntitiesMin Health ScoreMax Health Score
E311. Consumer ElectronicsE31. Consumer ElectronicsE. Consumer CyclicalsE3. Leisure Goods819.60.04%83.00%8.000.000.007.510.0
C231. Human Resource & Employment ServicesC23. Professional ServicesC. IndustrialsC2. Industrial Services6038.83.51%83.67%57.001.002.001.210.0
G312. Investment Banking & Brokerage ServicesG31. Investment ServicesG. FinancialsG3. Investment Service15058.614.40%79.58%149.001.000.003.210.0
D1. Food & Staples RetailingD. Consumer Non-CyclicalsD. Consumer Non-CyclicalsD1. Food & Staples Retailing397147.118.02%82.10%346.0012.0039.00-4.010.0
B142. CooperB14. Metals & MineralsB. Basic MaterialsB1. Basic Materials2626.827.34%59.13%16.008.002.000.610.0
I231. Electronic Equipment & InstrumentsI23. Electronic Equipment, Instruments & ComponentsI. TechnologyI2. Technology Hardware & Equipment6346.813.99%85.84%42.0015.006.001.210.0
G512. Investment CompaniesG51. Holding & Investment CompaniesG. FinancialsG5. Holding & Investment Companies20976.621.58%60.53%176.009.0024.00-10.010.0
I111. Online Applications & ServicesI11. Online Applications & ServicesI. TechnologyI1. Software & IT Services438196.432.76%88.54%315.0063.0060.00-10.010.0
G412. General InsuranceG41. InsuranceG. FinancialsG4. Insurance397146.332.84%84.12%325.0043.0029.00-7.910.0
E513. Travel AgenciesE51. Tourism & RecreationE. Consumer CyclicalsE5. Consumer Services10546.317.59%83.62%79.0015.0011.00-1.410.0
E731. Department StoresE73. Department StoresE. Consumer CyclicalsE7. Retailing9036.04.99%87.87%79.005.006.00-6.110.0
B153. Diversified ForestB15. Forestry & PaperB. Basic MaterialsB1. Basic Materials5825.921.82%81.72%40.009.009.000.510.0
D3. TobaccoD. Consumer Non-CyclicalsD. Consumer Non-CyclicalsD3. Tobacco11945.736.22%91.42%89.0016.0014.001.310.0
I221. Computer HardwareI22. Computer HardwareI. TechnologyI2. Technology Hardware & Equipment11355.612.86%84.85%76.0027.0010.00-0.110.0
E411. Clothing, Accessories & BagsE41. Apparel & Luxury GoodsE. Consumer CyclicalsE4. Apparel & Luxury Goods17665.632.58%85.18%154.0012.0010.00-7.410.0
E213. Housewares & SpecialtiesE21. Household GoodsC. IndustrialsE2. Household Goods3015.522.05%76.80%23.005.002.00-6.310.0
I121. IT Services & ConsultingI12. IT Services & ConsultingI. TechnologyI1. Software & IT Services207105.330.33%84.48%169.0015.0023.00-10.010.0
B112. Agricultural ChemicalsB11. ChemicalsB. Basic MaterialsB1. Basic Materials5635.215.80%84.07%34.0018.004.001.610.0
F211. PharmaceuticalsF21. PharmaceuticalsF. HealthcareF2. Pharmaceuticals & Health Care Research362155.19.80%87.33%300.0032.0030.00-10.010.0
I211. Networking EquipmentI21. Networking EquipmentI. TechnologyI2. Technology Hardware & Equipment4125.111.20%86.54%39.001.001.001.110.0
E743. Home Improvement RetailE74. Specialty RetailE. Consumer CyclicalsE7. Retailing13675.011.05%84.97%102.0025.009.000.610.0
E741. Apparel & Textile RetailE74. Specialty RetailE. Consumer CyclicalsE7. Retailing11755.08.94%84.10%99.0014.004.001.87.5
C131. Electrical Components & EquipmentC13. ElectricalC. IndustrialsC1. Industrial Goods20874.89.54%85.98%174.0032.002.001.310.0
E745. Automotive RetailE74. Specialty RetailE. Consumer CyclicalsE7. Retailing16564.720.95%86.23%114.0020.0031.00-0.810.0
C221. Commercial PrintingC22. Commercial ServicesC. IndustrialsC2. Industrial Services3014.69.36%86.80%27.003.000.002.16.5
D2. Food & BeverageD. Consumer Non-CyclicalsD. Consumer Non-CyclicalsD2. Food & Beverage23051014.543.90%89.77%1,677.00331.00297.00-10.010.0
D4. Nondurable Household ProductsD. Consumer Non-CyclicalsD. Consumer Non-CyclicalsD4. Nondurable Household Products264114.250.46%89.35%178.0049.0037.00-2.510.0
C222. Environmental & Facilities ServicesC22. Commercial ServicesC. IndustrialsC2. Industrial Services2224.112.26%85.27%12.0010.000.002.36.5
E112. TiresE11. Auto ComponentsE. Consumer CyclicalsE1. Automobiles & Components12954.117.49%86.20%96.0027.006.000.710.0
G511. Financial HoldingsG51. Holding & Investment CompaniesG. FinancialsG5. Holding & Investment Companies332124.034.81%64.72%298.002.0032.00-10.010.0
I131. SoftwareI13. SoftwareI. TechnologyI1. Software & IT Services8653.952.23%80.52%35.0043.008.001.39.2
B113. Specialty ChemicalsB11. ChemicalsB. Basic MaterialsB1. Basic Materials18673.911.53%84.43%147.0035.004.000.76.4
E515. RestaurantsE51. Tourism & RecreationE. Consumer CyclicalsE5. Consumer Services240103.927.36%85.80%170.0016.0054.00-10.010.0
C224. Business Support ServicesC22. Commercial ServicesC. IndustrialsC2. Industrial Services12043.924.49%86.70%72.0036.0012.001.08.1
B146. Diversified Metals & MineralsB14. Metals & MineralsB. Basic MaterialsB1. Basic Materials581343.948.91%60.96%388.0094.0099.00-10.010.0
B131. Containers & PackagingB13. Containers & PackagingB. Basic MaterialsB1. Basic Materials481193.822.57%84.69%288.00157.0036.00-1.510.0
F111. Healthcare EquipmentF11. Healthcare Equipment & SuppliesF. HealthcareF1. Healthcare Equipment & Providers113.754.20%76.00%1.000.000.003.73.7
B111. Basic ChemicalsB11. ChemicalsB. Basic MaterialsB1. Basic Materials503193.725.66%83.84%273.00110.00120.00-10.010.0
E111. Auto Parts & EquipmentE11. Auto ComponentsE. Consumer CyclicalsE1. Automobiles & Components234123.616.51%83.18%100.00123.0011.001.29.4
E213. Housewares & SpecialtiesE21. Household GoodsE. Consumer CyclicalsE2. Household Goods7033.614.51%82.11%49.0021.000.001.94.7
E512. Hotels, Resorts & Cruise LinesG51. Holding & Investment CompaniesG. FinancialsG5. Holding & Investment Companies2913.655.23%52.50%28.001.000.002.93.6
B144. Iron & SteelB14. Metals & MineralsB. Basic MaterialsB1. Basic Materials13593.653.36%60.09%93.0012.0030.00-7.410.0
G111. BanksG11. BanksG. FinancialsG1. Banks1386483.537.55%97.27%903.0068.00415.00-10.010.0
E111E11E. Consumer CyclicalsE1. Automobiles & Components113.55.00%90.00%1.000.000.003.53.5
A121. Coal ProductionA12. CoalA. EnergyA1. Oil, Gas & Coal654253.529.10%84.86%394.00101.00159.00-10.010.0
F112. Healthcare Supplies & DistributionsF11. Healthcare Equipment & SuppliesF. HealthcareF1. Healthcare Equipment & Providers11393.522.62%84.28%62.0034.0017.000.88.5
G414. ReinsuranceG41. InsuranceG. FinancialsG4. Insurance2713.554.79%74.14%22.002.003.00-3.44.9
E211. Home FurnishingsE21. Household GoodsE. Consumer CyclicalsE2. Household Goods20793.421.74%83.17%100.0086.0021.00-2.96.8
E744. Specialty StoresE74. Specialty RetailE. Consumer CyclicalsE7. Retailing3013.439.38%87.47%18.004.008.00-6.99.7
E212. Household AppliancesE21. Household GoodsE. Consumer CyclicalsE2. Household Goods2413.416.35%86.50%12.0012.000.002.05.4
G311. Investment ManagementG31. Investment ServicesG. FinancialsG3. Investment Service2713.324.31%79.70%27.000.000.002.76.3
E321. Sport Equipment & Hobbies GoodsE32. Sport Equipment & Hobbies GoodsE. Consumer CyclicalsE3. Leisure Goods7443.338.35%83.84%27.0017.0030.00-0.210.0
A131. Oil & Gas Drilling ServiceA13. Oil, Gas & Coal SupportsA. EnergyA1. Oil, Gas & Coal6023.236.38%84.07%33.005.0022.00-7.310.0
G413. Life InsuranceG41. InsuranceG. FinancialsG4. Insurance8133.258.74%74.29%38.0035.008.00-0.35.3
C211. Diversified Industrial TradingC21. Diversified Industrial TradingC. IndustrialsC2. Industrial Services3833.128.08%86.84%9.0027.002.001.26.3
C143. Industrial Machinery & ComponentsC14. MachineryC. IndustrialsC1. Industrial Goods16872.928.89%84.17%70.0063.0035.00-2.86.6
A211. Alternative Energy EquipmentA21. Alternative Energy EquipmentA. EnergyA2. Alternative Energy3522.929.18%81.83%21.006.008.00-6.28.5
C121. Building Products & FixturesC12. Building Products & FixturesC. IndustrialsC1. Industrial Goods326122.930.51%83.47%162.0094.0070.00-10.010.0
J312. Integrated Telecommunication ServiceJ31. Telecommunication ServiceJ. InfrastructuresJ3. Telecommunication3012.936.68%91.73%3.0026.001.001.73.4
E611. AdvertisingE61. MediaE. Consumer CyclicalsE6. Media & Entertainment8742.525.23%85.47%17.0041.0029.001.05.5
J211. Heavy Constructions & Civil EngineeringJ21. Heavy Constructions & Civil EngineeringJ. InfrastructuresJ2. Heavy Constructions & Civil Engineering714292.436.59%81.71%324.00148.00242.00-10.010.0
F121. Healthcare ProvidersF12. Healthcare ProvidersF. HealthcareF1. Healthcare Equipment & Providers353162.441.31%84.87%107.00111.00135.00-0.38.1
A132. Oil, Gas & Coal Equipment & ServicesA13. Oil, Gas & Coal SupportsA. EnergyA1. Oil, Gas & Coal476212.335.68%84.09%198.00105.00173.00-10.010.0
E621. Entertainment & Movie ProductionE62. Entertainment & Movie ProductionE. Consumer CyclicalsE6. Media & Entertainment8152.241.54%86.91%7.0041.0033.001.04.5
H112. Real Estate ServicesH11. Real Estate Management & DevelopmentH. Properties & Real EstateH1. Properties & Real Estate2712.268.97%61.06%3.0023.001.001.53.2
C121. Building Products & FixturesB12. Construction MaterialsC. IndustrialsC1. Industrial Goods3012.11.94%91.20%15.001.0014.00-6.510.0
B145. Precious Metals & MineralsB14. Metals & MineralsB. Basic MaterialsB1. Basic Materials1822.059.81%61.90%1.0017.000.001.210.0
C232. Research & Consulting ServicesC23. Professional ServicesC. IndustrialsC2. Industrial Services5232.049.48%81.08%25.000.0027.00-2.55.2
B152. PaperB15. Forestry & PaperB. Basic MaterialsB1. Basic Materials14751.944.37%80.19%40.0058.0049.00-10.010.0
K211. Logistics & DeliveriesK21. Logistics & DeliveriesK. Transportation & LogisticK2. Logistics & Deliveries590281.938.14%83.35%233.00173.00184.00-10.010.0
E521. Education ServicesE52. Education & Support ServicesE. Consumer CyclicalsE5. Consumer Services3831.855.87%82.95%4.000.0034.001.06.1
E412. FootwearE41. Apparel & Luxury GoodsE. Consumer CyclicalsE4. Apparel & Luxury Goods6021.840.46%80.16%37.001.0022.00-10.010.0
E514. Recreational & Sports FacilitiesE51. Tourism & RecreationE. Consumer CyclicalsE5. Consumer Services10951.750.28%80.62%9.0053.0047.00-2.64.3
J311. Wired Telecommunication ServiceJ31. Telecommunication ServiceJ. InfrastructuresJ3. Telecommunication14971.655.65%88.48%23.0071.0055.00-8.75.0
B141. AluminumB14. Metals & MineralsB. Basic MaterialsB1. Basic Materials8351.644.04%68.41%47.0011.0025.00-10.010.0
A122. Coal DistributionA12. CoalA. EnergyA1. Oil, Gas & Coal514211.431.77%85.62%178.00138.00198.00-10.010.0
C223. Office SuppliesC22. Commercial ServicesC. IndustrialsC2. Industrial Services14761.47.94%87.81%96.0018.0033.00-10.010.0
J411. Electric UtilitiesJ41. Electric UtilitiesJ. InfrastructuresJ4. Utilities17691.461.58%83.07%18.0039.00119.00-10.010.0
A111. Oil & Gas Production & RefineryA11. Oil & GasA. EnergyA1. Oil, Gas & Coal9741.359.56%81.28%12.0026.0059.00-6.910.0
C141. Construction Machinery & Heavy VehiclesC14. MachineryC. IndustrialsC1. Industrial Goods245101.323.03%86.81%109.0045.0091.00-10.010.0
E512. Hotels, Resorts & Cruise LinesE51. Tourism & RecreationE. Consumer CyclicalsE5. Consumer Services702261.266.04%80.77%36.00131.00535.00-10.010.0
A112. Oil & Gas Storage & DistributionA11. Oil & GasA. EnergyA1. Oil, Gas & Coal369141.245.32%83.69%80.0098.00191.00-10.010.0
E613. Cable & SatelliteE61. MediaE. Consumer CyclicalsE6. Media & Entertainment5921.271.32%83.66%0.008.0051.00-3.52.4
H111. Real Estate Development & ManagementH11. Real Estate Management & DevelopmentH. Properties & Real EstateH1. Properties & Real Estate2275861.172.60%66.18%179.00501.001,595.00-10.010.0
E742. Electronics RetailE74. Specialty RetailE. Consumer CyclicalsE7. Retailing18371.13.07%89.95%121.002.0060.00-10.010.0
G512. Investment CompaniesG51. Holding & Investment CompaniesB. Basic MaterialsB1. Basic Materials1510.942.41%82.40%3.008.004.00-10.04.1
E612. BroadcastingE61. MediaE. Consumer CyclicalsE6. Media & Entertainment16860.832.38%86.62%62.0041.0065.00-10.010.0
B121. Construction MaterialsB12. Construction MaterialsC. IndustrialsC1. Industrial Goods3010.878.49%85.07%0.000.0030.00-0.21.4
J112. Highways & RailtracksJ11. Transport Infrastructure OperatorJ. InfrastructuresJ1. Transportation Infrastructure9030.870.50%86.44%0.000.0090.00-2.11.9
J321. Wireless Telecommunication ServicesJ32. Wireless Telecommunication ServicesJ. InfrastructuresJ3. Telecommunication404140.656.06%88.10%56.0050.00298.00-10.08.3
B121. Construction MaterialsB12. Construction MaterialsB. Basic MaterialsB1. Basic Materials296130.535.08%87.32%50.00120.00126.00-10.06.6
G211. Consumer FinancingG21. Consumer FinancingG. FinancialsG2. Financing Service398140.476.13%68.38%1.0054.00343.00-5.410.0
J111. Airport OperatorsJ11. Transport Infrastructure OperatorJ. InfrastructuresJ1. Transportation Infrastructure6020.412.80%89.80%32.003.0025.00-9.710.0
J113. Marine Ports & ServicesJ11. Transport Infrastructure OperatorJ. InfrastructuresJ1. Transportation Infrastructure1194-0.117.53%89.38%53.0033.0033.00-10.04.4
C311. Multi-sector HoldingsC31. Multi-sector HoldingsC. IndustrialsC3. Multi-sector Holdings1255-0.252.58%86.18%35.0012.0078.00-10.08.0
B151. TimberB15. Forestry & PaperB. Basic MaterialsB1. Basic Materials904-0.332.58%85.42%25.0036.0029.00-10.010.0
E711. Consumer DistributorsE71. Consumer DistributorsE. Consumer CyclicalsE7. Retailing914-0.511.41%91.08%33.007.0051.00-10.010.0
E614. Consumer PublishingE61. MediaE. Consumer CyclicalsE6. Media & Entertainment843-0.841.07%88.95%11.0022.0051.00-10.08.3
K132. Road TransportationK13. Passenger Land TransportationK. Transportation & LogisticK1. Transportation2649-0.955.68%84.44%5.0090.00169.00-10.04.2
E413. TextilesE41. Apparel & Luxury GoodsE. Consumer CyclicalsE4. Apparel & Luxury Goods35014-1.446.26%84.68%88.0073.00189.00-10.010.0
B143. GoldB14. Metals & MineralsB. Basic MaterialsB1. Basic Materials584-2.562.52%68.38%6.0021.0031.00-10.010.0
K111. AirlinesK11. AirlinesK. Transportation & LogisticK1. Transportation893-4.530.06%92.76%5.009.0075.00-10.010.0
A. EnergyA1. Oil, Gas & Coal81-6.51.00%100.00%0.000.008.00-7.1-6.2
K. Transportation & LogisticK2. Logistics & Deliveries111-6.81.00%100.00%0.000.0011.00-7.5-6.1
B. Basic MaterialsB1. Basic Materials192-7.21.00%100.00%0.000.0019.00-7.9-6.4
K211. Logistics & DeliveriesK21. Logistics & DeliveriesK. Transportation & LogisticK1. Transportation301-7.64.44%97.33%3.000.0027.00-10.010.0
J. InfrastructuresJ2. Heavy Constructions & Civil Engineering31-7.71.00%100.00%0.000.003.00-8.1-7.5
J421. Gas UtilitiesJ42. Gas UtilitiesJ. InfrastructuresJ4. Utilities301-9.098.84%76.00%0.000.0030.00-10.0-0.1
11-10.01.00%100.00%0.000.001.00-10.0-10.0

Insight & Rekomendasi Model

Gunakan insight ini sebagai bahan pertimbangan awal sebelum melakukan analisis fundamental dan teknikal tambahan.

Sektor Paling Resilien

  • I. Technology
    Health Score 5.81 • Safe Entities 71.3%
  • D. Consumer Non-Cyclicals
    Health Score 4.86 • Safe Entities 74.2%
  • G. Financials
    Health Score 3.97 • Safe Entities 64.8%

Sektor Perlu Waspada

  • Belum ada sektor dengan sinyal risiko tinggi.

Alternatif Diversifikasi

Pertimbangkan subsektor berikut sebagai kandidat diversifikasi ketika fokus pada emiten dengan struktur keuangan kuat.

  • G3. Investment Service G. Financials
    Safe 99.4% • Health Score 7.76
  • D1. Food & Staples Retailing D. Consumer Non-Cyclicals
    Safe 87.2% • Health Score 7.07
  • I2. Technology Hardware & Equipment I. Technology
    Safe 72.4% • Health Score 5.87
  • I1. Software & IT Services I. Technology
    Safe 71.0% • Health Score 5.79

Cara Memanfaatkan Dashboard

  1. Mulai dari ringkasan status untuk mengukur kondisi pasar agregat.
  2. Gunakan grafik scatter untuk menemukan sektor unggul atau rawan.
  3. Telusuri tab per subsektor/industry untuk analisis granular.
  4. Cek entitas risiko tinggi sebagai watchlist mitigasi portofolio.
Gunakan fitur ini berdampingan dengan Lab Analisis Z-Score untuk detail rasio per emiten.

Pertanyaan yang Sering Diajukan

Evaluasi model memastikan bahwa hasil analisis Z-Score yang Anda gunakan berasal dari mesin prediksi yang tervalidasi. Dengan memahami performa per sektor, investor dapat mengalokasikan fokus riset pada area dengan tingkat keandalan tertinggi.

Nilai mendekati 100% menandakan historis prediksi model sangat konsisten untuk sektor tersebut. Jika nilainya rendah (<60%), lakukan validasi tambahan seperti analisis laporan keuangan manual atau bandingkan dengan metrik fundamental lain.

Health Score adalah skor komposit berbasis rasio Altman Z-Score yang menilai kekuatan fundamental. Probability of Distress (PoD) mengubah skor tersebut menjadi probabilitas kebangkrutan dalam 1–2 tahun. Nilai tinggi pada Health Score biasanya berbanding terbalik dengan PoD, namun sensitivitasnya berbeda antar sektor.
Pendekatan Analitik Terintegrasi

Informasi Kuantitatif AutoPortofolio

Ringkasan valuasi fundamental, kesehatan finansial, dan analisis teknikal sebagai bahan evaluasi investasi.

Kerangka Valuasi dan Risiko CIVM

Model CIVM merangkum valuasi fundamental, stabilitas bisnis, risiko, dan sinyal pasar sebagai bahan evaluasi investasi yang lebih disiplin.

  • Pengukuran stabilitas keuangan dengan Coefficient of Variation pada Nilai Buku dan ROE
  • Penyesuaian valuasi berdasarkan rasio pembayaran dividen sebagai indikator kualitas laba
  • Integrasi beberapa lapisan guardrail untuk menghindari valuasi yang terlalu agresif
  • Parameter produksi dan metode scoring internal tidak dipublikasikan sebagai spesifikasi implementasi

Analisis Z-Score untuk Kesehatan Finansial

Metode Altman Z-Score membantu memprediksi risiko kebangkrutan. AutoPortofolio menggunakannya untuk memastikan portofolio berisi emiten yang sehat dan resilien.

  • Menilai probabilitas financial distress emiten secara kuantitatif
  • Mengidentifikasi perusahaan dengan struktur modal yang solid
  • Mengurangi eksposur terhadap saham dengan kualitas aset yang menurun
  • Mendukung alokasi dana pada emiten dengan kesehatan finansial terjaga

Referensi Analisis Teknikal Saham

Pelajari metodologi analisis teknikal dari level dasar hingga lanjutan untuk memahami momentum dan perilaku harga pasar.

  • Dasar pembacaan grafik dan formasi candlestick
  • Pengenalan pola grafik serta indikator untuk pemula
  • Referensi indikator tingkat menengah hingga lanjutan
  • Penyusunan strategi trading berbasis sinyal teknikal

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