Best Machine Learning Development Agencies

EPAM Systems vs SoftServe: full comparison for 2026

Last updated: July 2026

Quick verdict

SoftServe (4.0/5) edges ahead of EPAM Systems (3.8/5) overall. SoftServe is the better choice for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work.. EPAM Systems is the stronger option for the largest global enterprises needing AI delivery embedded inside a massive, publicly traded, multi-service engineering partner.. The right choice depends on your project size, budget, and required tech stack.

EPAM Systems vs SoftServe: head-to-head summary

Criterion EPAM Systems SoftServe
Founded 1993 1993
HQ Newtown, Pennsylvania, USA Austin, Texas, USA / Lviv, Ukraine
Team size 10,000+ 10,000+
Rating 3.8 / 5 4.0 / 5
Best for The largest global enterprises needing AI delivery embedded inside a massive, publicly traded, multi-service engineering partner. Enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work.
Pricing model Managed services and fixed project Fixed project, dedicated team, staff augmentation
Min. engagement Not published Not published
Primary tech stack Python, EPAM DIAL, Azure OpenAI Python, TensorFlow, Azure
Industries served Financial Services, Healthcare, Retail, Technology/SaaS, Government Healthcare, Retail, Financial Services, Technology/SaaS

EPAM Systems vs SoftServe: overview

EPAM Systems

EPAM Systems is a global digital engineering company founded in 1993 by Arkadiy Dobkin and Leo Lozner, listed on the NYSE since 2012, with approximately 62,850 employees as of end of 2025. The company has built a proprietary AI orchestration platform, EPAM DIAL, for managing large language models in production, but AI/ML delivery represents one part of an enormous, broadly diversified enterprise engineering portfolio.

SoftServe

SoftServe is a digital engineering and consulting company founded in 1993 in Lviv, Ukraine, with US headquarters in Austin, Texas and European headquarters remaining in Lviv. Reported headcount ranges from roughly 10,000 to 12,000 employees across 58 offices in 14 countries, with AI/ML, data and analytics, and cloud among its core practice areas.

Services and capabilities: EPAM Systems vs SoftServe

Capability EPAM Systems SoftServe
Custom ML model development
Deep learning & computer vision
NLP & LLM / Generative AI
MLOps & production deployment
Data engineering
AI strategy consulting
Staff augmentation

Tech stack comparison: EPAM Systems vs SoftServe

Framework / platform EPAM Systems SoftServe
Python
TensorFlow N/A
PyTorch N/A N/A
AWS
Azure
Google Cloud N/A N/A
Kubernetes
Databricks N/A N/A
LangChain N/A N/A

Pricing comparison: EPAM Systems vs SoftServe

Criterion EPAM Systems SoftServe
Minimum engagement Not published Not published
Engagement models Managed services, Fixed project, Staff augmentation Fixed project, Dedicated team, Staff augmentation
Rate transparency Not public Not public
Price tier Enterprise / not published Enterprise / not published

Target audience comparison: EPAM Systems vs SoftServe

Dimension EPAM Systems SoftServe
Best company size Enterprise Enterprise
Best industries Financial Services, Healthcare, Retail Healthcare, Retail, Financial Services
Best use cases Global enterprises needing AI delivered at a scale only a 60,000+ employee firm can support, Programs that specifically want to leverage the EPAM DIAL LLM orchestration platform Enterprise clients needing AI/ML delivered as part of a broader digital engineering program, Healthcare or retail programs combining cloud migration with applied ML
Typical project type Managed services Fixed project

EPAM Systems vs SoftServe: pros and cons

EPAM Systems
+ Largest, most globally distributed team on this list, supporting essentially unlimited program scale
+ NYSE listing (since 2012) provides the highest level of public financial transparency among firms reviewed here
+ Proprietary EPAM DIAL platform for LLM orchestration shows real internal AI infrastructure investment
+ 32 years of continuous operation across more than 55 countries
- AI/ML is a specialization within an enormous generalist engineering portfolio, not the company's defining focus
- Scale of the organization can translate into higher account-management overhead for smaller engagements
- Buyers wanting a boutique, founder-accessible relationship will find that better served by smaller firms on this list
SoftServe
+ 32 years of operating history, among the longest on this list
+ 10,000+ employees across 58 offices supports very large, globally distributed programs
+ AI/ML practice sits alongside mature cloud, data, and IoT capabilities from the same firm
+ Dual US/Ukraine headquarters structure has proven resilient through a long operating history
- AI/ML is one of several major practice areas rather than the company's sole focus
- Very large scale may mean less senior-level access on smaller engagements than boutique specialists
- Minimum engagement size and standard pricing not publicly disclosed

Who should choose EPAM Systems?

EPAM Systems is the right choice for the largest global enterprises needing AI delivery embedded inside a massive, publicly traded, multi-service engineering partner..

Largest headcount on this list (62,000+) with NYSE-listed financial transparency and a proprietary LLM orchestration platform (EPAM DIAL).. Minimum engagement starts at Not published. Works best with clients in Financial Services, Healthcare, Retail, Technology/SaaS, Government.

Who should choose SoftServe?

SoftServe is the right choice for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work..

32 years of continuous operation spanning both a US public-market presence and deep Ukrainian engineering roots.. Minimum engagement starts at Not published. Works best with clients in Healthcare, Retail, Financial Services, Technology/SaaS.

Decision matrix: EPAM Systems vs SoftServe

Your situation Recommended choice
You need full-ownership delivery on a defined project scope EPAM Systems
You need a large dedicated team for an ongoing programme SoftServe
Your budget is at the lower end Compare: EPAM Systems (Not published) vs SoftServe (Not published)
You need specialist depth in a specific vertical EPAM Systems
You need staff augmentation or team extension EPAM Systems
You need consulting before committing to a build EPAM Systems

Use case fit: EPAM Systems vs SoftServe

Use case EPAM Systems fit SoftServe fit Winner
Global enterprises needing AI delivered at a scale only a 60,000+ employee firm can support Strong Limited EPAM Systems
Programs that specifically want to leverage the EPAM DIAL LLM orchestration platform Strong Strong Both equally
Enterprise clients needing AI/ML delivered as part of a broader digital engineering program Strong Strong Both equally
Healthcare or retail programs combining cloud migration with applied ML Limited Strong SoftServe
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Strong SoftServe

Verdict: EPAM Systems vs SoftServe

SoftServe (4.0/5) is the stronger overall choice for most Machine Learning Development projects. 32 years of continuous operation spanning both a US public-market presence and deep Ukrainian engineering roots.. It is best for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work..

EPAM Systems (3.8/5) is the better choice when the largest global enterprises needing AI delivery embedded inside a massive, publicly traded, multi-service engineering partner.. If your situation matches those criteria, EPAM Systems is a competitive option.

Related comparisons

EPAM Systems vs SoftServe FAQ

Is EPAM Systems better than SoftServe?

SoftServe (4.0/5) scores higher overall, but "better" depends on your use case. EPAM Systems is better for the largest global enterprises needing AI delivery embedded inside a massive, publicly traded, multi-service engineering partner.. SoftServe is better for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work..

How do EPAM Systems and SoftServe differ in pricing?

EPAM Systems uses managed services and fixed project pricing with a minimum engagement of Not published. SoftServe uses fixed project, dedicated team, staff augmentation pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: EPAM Systems or SoftServe?

EPAM Systems is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.

What are the main differences between EPAM Systems and SoftServe?

EPAM Systems's primary differentiator is: largest headcount on this list (62,000+) with nyse-listed financial transparency and a proprietary llm orchestration platform (epam dial).. SoftServe's primary differentiator is: 32 years of continuous operation spanning both a us public-market presence and deep ukrainian engineering roots.. They also differ in team size (10,000+ vs 10,000+), minimum engagement (Not published vs Not published), and primary industries served (Financial Services, Healthcare vs Healthcare, Retail).

Last reviewed: July 2026. Verify all details directly with each agency before making a decision.