Best ML Model Development Companies

Modus Create vs EPAM Systems: full comparison for 2026

Last updated: July 2026

Quick verdict

Modus Create (4.0/5) edges ahead of EPAM Systems (3.9/5) overall. Modus Create is the better choice for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery.. EPAM Systems is the stronger option for very large enterprises wanting a publicly traded, AWS Global Partner of the Year-caliber vendor with a proprietary AI orchestration platform.. The right choice depends on your project size, budget, and required tech stack.

Modus Create vs EPAM Systems: head-to-head summary

Criterion Modus Create EPAM Systems
Founded 2011 1993
HQ Reston, USA Newtown, USA
Team size 501–1,000 10,000+
Rating 4.0 / 5 3.9 / 5
Best for Distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery. Very large enterprises wanting a publicly traded, AWS Global Partner of the Year-caliber vendor with a proprietary AI orchestration platform.
Pricing model Not published; project and dedicated team Not published; enterprise project engagements
Min. engagement Not published Not published
Primary tech stack Python, AWS, Data governance tooling AWS SageMaker, Amazon Bedrock, EPAM DIAL (proprietary)
Industries served Technology/SaaS, Retail, Healthcare Financial services, Life sciences, Media, Travel and hospitality

Modus Create vs EPAM Systems: overview

Modus Create

Modus Create is a fully remote, distributed product engineering company founded in 2011 and headquartered in Reston, Virginia, with team members spread across more than 55 countries. The company's AI/ML and data engineering practice includes AI Strategy Roadmap assessments and AI Data Foundation assessments intended to ensure underlying data is reliable and properly governed before or alongside model development work. Modus Create has partnered with technology providers including Atlassian, GitHub, and AWS, and has been recognized on the Inc. 5000 list for nine consecutive years.

EPAM Systems

EPAM Systems was founded in 1993 in Newtown, Pennsylvania by Arkadiy Dobkin and Leo Lozner, and has grown into a publicly traded (NYSE: EPAM) global engineering company with more than 53,000 employees. EPAM's AI/ML practice includes model development and deployment on Amazon SageMaker and Amazon Bedrock, MLOps, and its proprietary DIAL platform, an enterprise AI orchestration layer. The company was named AWS Global Innovation Partner of the Year in 2025 and holds AWS Premier Tier Services Partner status, reflecting deep hyperscaler-certified delivery capability at very large scale.

Services and capabilities: Modus Create vs EPAM Systems

Capability Modus Create EPAM Systems
Custom model training
Fine-tuning & adaptation
MLOps pipeline
Model deployment & serving
Data engineering for ML
ML infrastructure management
Computer vision
NLP & LLM development
Forecasting & time-series modeling
ML strategy consulting

Tech stack comparison: Modus Create vs EPAM Systems

Framework / platform Modus Create EPAM Systems
PyTorch N/A N/A
TensorFlow N/A N/A
MLflow N/A N/A
AWS SageMaker N/A
Amazon Bedrock N/A
Google Cloud N/A N/A
Microsoft Azure N/A N/A
Kubernetes N/A
Snowflake N/A N/A
NVIDIA N/A N/A

Pricing comparison: Modus Create vs EPAM Systems

Criterion Modus Create EPAM Systems
Minimum engagement Not published Not published
Engagement models Fixed project, Dedicated team, Assessment/audit engagement Enterprise project engagement, Managed AI services
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Modus Create vs EPAM Systems

Dimension Modus Create EPAM Systems
Best company size Mid-market to enterprise Enterprise
Best industries Technology/SaaS, Retail, Healthcare Financial services, Life sciences, Media
Best use cases Running an AI Data Foundation assessment before committing to a full model-development engagement, Building an AI strategy roadmap for an organization new to machine learning adoption Very large enterprises needing an AWS Global Partner of the Year-caliber vendor for ML platform work, Deploying models on Amazon SageMaker or Bedrock with EPAM's proprietary DIAL orchestration layer
Typical project type Fixed project Enterprise project engagement

Modus Create vs EPAM Systems: pros and cons

Modus Create
+ Structured AI Data Foundation assessment reduces risk of building models on ungoverned or unreliable data.
+ Fully remote, globally distributed team (55+ countries) offers broad timezone coverage.
+ Nine consecutive years on the Inc. 5000 list signals sustained growth.
+ Technology partnerships with Atlassian, GitHub, and AWS support integrated delivery tooling.
- AI/ML is one of several product engineering service lines rather than the company's sole specialization.
- No clearly located aggregate Clutch/G2 star rating in available public sources.
- Pricing model and minimum engagement are not published.
- Fully remote delivery model may not suit buyers who prefer localized or on-site teams.
EPAM Systems
+ 2025 AWS Global Innovation Partner of the Year, an independently awarded distinction from AWS itself.
+ Proprietary DIAL orchestration platform provides a differentiated technical asset beyond standard consulting delivery.
+ Publicly traded (NYSE: EPAM) with substantial financial transparency and scale (53,000+ employees).
+ AWS Premier Tier Services Partner status confirms deep, audited hyperscaler certification.
- Very large, generalist software engineering brand means ML/AI is one of many practice areas, not a dedicated specialization.
- No clearly located aggregate Clutch/G2 star rating specific to its AI practice in available public sources.
- Pricing model and minimum engagement are not published, and enterprise minimums are typically substantial.
- Named client-specific ML case studies were not clearly surfaced in available search results.

Who should choose Modus Create?

Modus Create is the right choice for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery..

Structured AI Data Foundation assessment methodology that explicitly evaluates data readiness before committing to model development.. Minimum engagement starts at Not published. Works best with clients in Technology/SaaS, Retail, Healthcare.

Who should choose EPAM Systems?

EPAM Systems is the right choice for very large enterprises wanting a publicly traded, AWS Global Partner of the Year-caliber vendor with a proprietary AI orchestration platform..

Proprietary EPAM DIAL platform for enterprise AI orchestration, combined with the 2025 AWS Global Innovation Partner of the Year distinction, an award-level differentiator not held by most peers.. Minimum engagement starts at Not published. Works best with clients in Financial services, Life sciences, Media, Travel and hospitality.

Decision matrix: Modus Create vs EPAM Systems

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Modus Create
You need a large dedicated team for an ongoing programme Modus Create
Your budget is at the lower end Compare: Modus Create (Not published) vs EPAM Systems (Not published)
You need specialist depth in a specific vertical EPAM Systems
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Modus Create

Use case fit: Modus Create vs EPAM Systems

Use case Modus Create fit EPAM Systems fit Winner
Running an AI Data Foundation assessment before committing to a full model-development engagement Strong Strong Both equally
Building an AI strategy roadmap for an organization new to machine learning adoption Strong Limited Modus Create
Very large enterprises needing an AWS Global Partner of the Year-caliber vendor for ML platform work Limited Strong EPAM Systems
Deploying models on Amazon SageMaker or Bedrock with EPAM's proprietary DIAL orchestration layer Limited Strong EPAM Systems
Fixed-price build Limited Limited Both equally
MLOps pipeline setup Limited Strong EPAM Systems

Verdict: Modus Create vs EPAM Systems

Modus Create (4.0/5) is the stronger overall choice for most ML Model Development projects. Structured AI Data Foundation assessment methodology that explicitly evaluates data readiness before committing to model development.. It is best for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery..

EPAM Systems (3.9/5) is the better choice when very large enterprises wanting a publicly traded, AWS Global Partner of the Year-caliber vendor with a proprietary AI orchestration platform.. If your situation matches those criteria, EPAM Systems is a competitive option.

Related comparisons

Modus Create vs EPAM Systems FAQ

Is Modus Create better than EPAM Systems?

Modus Create (4.0/5) scores higher overall, but "better" depends on your use case. Modus Create is better for distributed organizations wanting a remote-first partner that pairs data-foundation assessments with AI/ML model delivery.. EPAM Systems is better for very large enterprises wanting a publicly traded, AWS Global Partner of the Year-caliber vendor with a proprietary AI orchestration platform..

How do Modus Create and EPAM Systems differ in pricing?

Modus Create uses not published; project and dedicated team pricing with a minimum engagement of Not published. EPAM Systems uses not published; enterprise project engagements 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: Modus Create or EPAM Systems?

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

What are the main differences between Modus Create and EPAM Systems?

Modus Create's primary differentiator is: structured ai data foundation assessment methodology that explicitly evaluates data readiness before committing to model development.. EPAM Systems's primary differentiator is: proprietary epam dial platform for enterprise ai orchestration, combined with the 2025 aws global innovation partner of the year distinction, an award-level differentiator not held by most peers.. They also differ in team size (501–1,000 vs 10,000+), minimum engagement (Not published vs Not published), and primary industries served (Technology/SaaS, Retail vs Financial services, Life sciences).

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