Best Machine Learning Development Agencies

EPAM Systems vs Belitsoft: full comparison for 2026

Last updated: July 2026

Quick verdict

Belitsoft (3.9/5) edges ahead of EPAM Systems (3.8/5) overall. Belitsoft is the better choice for small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing.. 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 Belitsoft: head-to-head summary

Criterion EPAM Systems Belitsoft
Founded 1993 2004
HQ Newtown, Pennsylvania, USA Warsaw, Poland
Team size 10,000+ 201–500
Rating 3.8 / 5 3.9 / 5
Best for The largest global enterprises needing AI delivery embedded inside a massive, publicly traded, multi-service engineering partner. Small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing.
Pricing model Managed services and fixed project Fixed project and Time & Material
Min. engagement Not published $15K
Primary tech stack Python, EPAM DIAL, Azure OpenAI Python, Scikit-learn, AWS
Industries served Financial Services, Healthcare, Retail, Technology/SaaS, Government Healthcare, Financial Services, Technology/SaaS

EPAM Systems vs Belitsoft: 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.

Belitsoft

Belitsoft is a software development company founded in 2004, headquartered in Warsaw, Poland, with development centers in Gomel and Brest, Belarus. Reported headcount ranges from roughly 250 to 400+ developers, testers, project managers, and DevOps specialists, and the firm has expanded its cloud and AI development proficiency to include generative AI, predictive analytics, and forecasting models alongside its core custom software development practice.

Services and capabilities: EPAM Systems vs Belitsoft

Capability EPAM Systems Belitsoft
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 Belitsoft

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

Pricing comparison: EPAM Systems vs Belitsoft

Criterion EPAM Systems Belitsoft
Minimum engagement Not published $15K
Engagement models Managed services, Fixed project, Staff augmentation Fixed project, Time & Material
Rate transparency Not public Minimum disclosed
Price tier Enterprise / not published Accessible

Target audience comparison: EPAM Systems vs Belitsoft

Dimension EPAM Systems Belitsoft
Best company size Enterprise Startup to mid-market
Best industries Financial Services, Healthcare, Retail Healthcare, Financial Services, Technology/SaaS
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 Small-to-mid companies wanting a cost-effective partner for a forecasting or recommendation-engine build, Healthcare or finance clients needing predictive analytics added to an existing software product
Typical project type Managed services Fixed project

EPAM Systems vs Belitsoft: 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
Belitsoft
+ 21 years of continuous custom software development history
+ Accessible minimum engagement size relative to enterprise-scale competitors on this list
+ Deep expertise cited in Big Data, Deep Learning, and Predictive Analytics beyond generic AI marketing language
+ Multi-country delivery (Poland, Belarus) supports competitive pricing for smaller buyers
- AI/ML is a recently expanded practice area layered onto a longer-running general software development business
- Reported headcount varies by source (250 vs. 400+), worth confirming current team size directly
- Less brand recognition in AI/ML specifically compared to AI-first boutiques on this list

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 Belitsoft?

Belitsoft is the right choice for small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing..

21 years as a custom software development firm now expanding deliberately into generative AI and predictive analytics.. Minimum engagement starts at $15K. Works best with clients in Healthcare, Financial Services, Technology/SaaS.

Decision matrix: EPAM Systems vs Belitsoft

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 Check each company's engagement model
Your budget is at the lower end Compare: EPAM Systems (Not published) vs Belitsoft ($15K)
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 Belitsoft

Use case EPAM Systems fit Belitsoft 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 Limited EPAM Systems
Small-to-mid companies wanting a cost-effective partner for a forecasting or recommendation-engine build Limited Strong Belitsoft
Healthcare or finance clients needing predictive analytics added to an existing software product Limited Strong Belitsoft
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: EPAM Systems vs Belitsoft

Belitsoft (3.9/5) is the stronger overall choice for most Machine Learning Development projects. 21 years as a custom software development firm now expanding deliberately into generative AI and predictive analytics.. It is best for small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing..

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 Belitsoft FAQ

Is EPAM Systems better than Belitsoft?

Belitsoft (3.9/5) 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.. Belitsoft is better for small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing..

How do EPAM Systems and Belitsoft differ in pricing?

EPAM Systems uses managed services and fixed project pricing with a minimum engagement of Not published. Belitsoft uses fixed project and time & material pricing with a minimum engagement of $15K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: EPAM Systems or Belitsoft?

Belitsoft 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 Belitsoft?

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).. Belitsoft's primary differentiator is: 21 years as a custom software development firm now expanding deliberately into generative ai and predictive analytics.. They also differ in team size (10,000+ vs 201–500), minimum engagement (Not published vs $15K), and primary industries served (Financial Services, Healthcare vs Healthcare, Financial Services).

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