EPAM Systems Inc (EPAM)
EPAM Systems, Inc. is a leading global provider of digital platform engineering and software development services, catering to a diverse range of industries across North America, Europe, and various regions in Asia. Headquartered in Newtown, Pennsylvania, the company leverages its extensive expertise in technology and digital transformation to deliver innovative solutions that drive business outcomes for its clients. With a strong presence in emerging markets and a commitment to continuous improvement, EPAM is well-positioned to capitalize on the growing demand for integrated, scalable digital services in a rapidly evolving technology landscape.
Stock Price Trends
Stock price trends estimated using linear regression.
Key facts
- The primary trend is increasing.
- The growth rate of the primary trend is 807.89% per annum.
- EPAM price at the close of December 18, 2025 was $207.02 and was inside the primary price channel.
- The secondary trend is increasing.
- The growth rate of the secondary trend is 65.16% per annum.
- EPAM price at the close of December 18, 2025 was inside the secondary price channel.
Linear Regression Model
Model equation:
Yi = α + β × Xi + εi
Top border of price channel:
Exp(Yi) = Exp(a + b × Xi + 2 × s)
Bottom border of price channel:
Exp(Yi) = Exp(a + b × Xi – 2 × s)
where:
i - observation number
Yi - natural logarithm of EPAM price
Xi - time index, 1 day interval
σ - standard deviation of εi
a - estimator of α
b - estimator of β
s - estimator of σ
Exp() - calculates the exponent of e
Primary Trend
Start date: October 10, 2025
End date: December 16, 2025
a = -5.6404
b = 0.0060
s = 0.0250
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × 0.0060) – 1
= 807.89%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0250) – 1
= 10.53%
October 10, 2025 calculations
Top border of price channel:
Exp(Y1,206)
= Exp(a + b × X1,206 + 2 × s)
= Exp(a + b × 1,754 + 2 × s)
= Exp(-5.6404 + 0.0060 × 1,754 + 2 × 0.0250)
= Exp(5.0104)
= $149.96
Bottom border of price channel:
Exp(Y1,206)
= Exp(a + b × X1,206 – 2 × s)
= Exp(a + b × 1,754 – 2 × s)
= Exp(-5.6404 + 0.0060 × 1,754 – 2 × 0.0250)
= Exp(4.9102)
= $135.67
December 16, 2025 calculations
Top border of price channel:
Exp(Y1,252)
= Exp(a + b × X1,252 + 2 × s)
= Exp(a + b × 1,821 + 2 × s)
= Exp(-5.6404 + 0.0060 × 1,821 + 2 × 0.0250)
= Exp(5.4153)
= $224.82
Bottom border of price channel:
Exp(Y1,252)
= Exp(a + b × X1,252 – 2 × s)
= Exp(a + b × 1,821 – 2 × s)
= Exp(-5.6404 + 0.0060 × 1,821 – 2 × 0.0250)
= Exp(5.3152)
= $203.40
Description
- The primary trend is increasing.
- The growth rate of the primary trend is 807.89% per annum.
- EPAM price at the close of December 18, 2025 was $207.02 and was inside the primary price channel.
Secondary Trend
Start date: December 4, 2025
End date: December 18, 2025
a = 2.8365
b = 0.0014
s = 0.0174
Annual growth rate:
Exp(365 × b) – 1
= Exp(365 × 0.0014) – 1
= 65.16%
Price channel spread:
Exp(4 × s) – 1
= Exp(4 × 0.0174) – 1
= 7.20%
December 4, 2025 calculations
Top border of price channel:
Exp(Y1,244)
= Exp(a + b × X1,244 + 2 × s)
= Exp(a + b × 1,809 + 2 × s)
= Exp(2.8365 + 0.0014 × 1,809 + 2 × 0.0174)
= Exp(5.3579)
= $212.27
Bottom border of price channel:
Exp(Y1,244)
= Exp(a + b × X1,244 – 2 × s)
= Exp(a + b × 1,809 – 2 × s)
= Exp(2.8365 + 0.0014 × 1,809 – 2 × 0.0174)
= Exp(5.2884)
= $198.02
December 18, 2025 calculations
Top border of price channel:
Exp(Y1,254)
= Exp(a + b × X1,254 + 2 × s)
= Exp(a + b × 1,823 + 2 × s)
= Exp(2.8365 + 0.0014 × 1,823 + 2 × 0.0174)
= Exp(5.3771)
= $216.40
Bottom border of price channel:
Exp(Y1,254)
= Exp(a + b × X1,254 – 2 × s)
= Exp(a + b × 1,823 – 2 × s)
= Exp(2.8365 + 0.0014 × 1,823 – 2 × 0.0174)
= Exp(5.3076)
= $201.87
Description
- The secondary trend is increasing.
- The growth rate of the secondary trend is 65.16% per annum.
- EPAM price at the close of December 18, 2025 was inside the secondary price channel.