Best ML Model Development Companies

Grid Dynamics vs EPAM Systems: full comparison for 2026

Last updated: July 2026

Quick verdict

Grid Dynamics (4.0/5) edges ahead of EPAM Systems (3.9/5) overall. Grid Dynamics is the better choice for fortune 1000 companies wanting the financial transparency and scale of a publicly traded ML engineering partner.. 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.

Grid Dynamics vs EPAM Systems: head-to-head summary

Criterion Grid Dynamics EPAM Systems
Founded 2006 1993
HQ San Ramon, USA Newtown, USA
Team size 1,001–5,000 10,000+
Rating 4.0 / 5 3.9 / 5
Best for Fortune 1000 companies wanting the financial transparency and scale of a publicly traded ML engineering partner. 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; enterprise custom SOWs Not published; enterprise project engagements
Min. engagement Not published Not published
Primary tech stack Microsoft Azure (AI/ML Advanced Specialization), Python, Kubernetes AWS SageMaker, Amazon Bedrock, EPAM DIAL (proprietary)
Industries served Retail, Pharmaceuticals, Technology, Financial services Financial services, Life sciences, Media, Travel and hospitality

Grid Dynamics vs EPAM Systems: overview

Grid Dynamics

Grid Dynamics Holdings, Inc. was founded in 2006 in Silicon Valley by Victoria Livschitz and went public via a SPAC merger with ChaSerg Technology Acquisition Corp in March 2020, trading on NASDAQ under GDYN. The company reports approximately 5,000 technical professionals delivering MLOps, generative and agentic AI, data platform engineering, recommendation engines, and computer vision work for Fortune 1000 clients, with delivery centers spanning 19 countries. Grid Dynamics holds Microsoft Azure AI/ML Advanced Specialization certification and reported FY2025 revenue of $411.8 million, up 17.5 percent year over year.

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: Grid Dynamics vs EPAM Systems

Capability Grid Dynamics 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: Grid Dynamics vs EPAM Systems

Framework / platform Grid Dynamics 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
Kubernetes
Snowflake N/A N/A
NVIDIA N/A N/A

Pricing comparison: Grid Dynamics vs EPAM Systems

Criterion Grid Dynamics EPAM Systems
Minimum engagement Not published Not published
Engagement models Enterprise project engagement, Managed AI services Enterprise project engagement, Managed AI services
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Grid Dynamics vs EPAM Systems

Dimension Grid Dynamics EPAM Systems
Best company size Startup to mid-market Enterprise
Best industries Retail, Pharmaceuticals, Technology Financial services, Life sciences, Media
Best use cases Fortune 1000 companies needing an audited, publicly accountable ML engineering vendor, Building recommendation engines or customer intelligence models at large retail/pharma scale 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 Enterprise project engagement Enterprise project engagement

Grid Dynamics vs EPAM Systems: pros and cons

Grid Dynamics
+ Publicly traded status (NASDAQ: GDYN) provides audited financial transparency uncommon among private peers.
+ Reported FY2025 revenue of $411.8M with 17.5% year-over-year growth signals strong momentum.
+ Microsoft Azure Advanced Specialization certification in AI/ML.
+ Large delivery footprint (~5,000 technical professionals across 19 countries).
- Enterprise-only focus makes it a poor fit for small or mid-market buyers.
- No clearly located aggregate Clutch/G2 star rating in available public sources.
- Pricing model and minimum engagement are not published (custom SOW-based).
- Named, quantified public case studies (beyond a general pharma recommendation-engine example) are limited in available search results.
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 Grid Dynamics?

Grid Dynamics is the right choice for fortune 1000 companies wanting the financial transparency and scale of a publicly traded ML engineering partner..

The only publicly traded company (NASDAQ: GDYN) in this comparison among the mid-to-large tier, giving buyers audited financial transparency unavailable from private peers.. Minimum engagement starts at Not published. Works best with clients in Retail, Pharmaceuticals, Technology, Financial services.

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: Grid Dynamics vs EPAM Systems

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Both offer fixed-price models
You need a large dedicated team for an ongoing programme Check each company's engagement model
Your budget is at the lower end Compare: Grid Dynamics (Not published) vs EPAM Systems (Not published)
You need specialist depth in a specific vertical Grid Dynamics
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Both may offer discovery engagements

Use case fit: Grid Dynamics vs EPAM Systems

Use case Grid Dynamics fit EPAM Systems fit Winner
Fortune 1000 companies needing an audited, publicly accountable ML engineering vendor Strong Limited Grid Dynamics
Building recommendation engines or customer intelligence models at large retail/pharma scale Strong Limited Grid Dynamics
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 Strong Strong Both equally

Verdict: Grid Dynamics vs EPAM Systems

Grid Dynamics (4.0/5) is the stronger overall choice for most ML Model Development projects. The only publicly traded company (NASDAQ: GDYN) in this comparison among the mid-to-large tier, giving buyers audited financial transparency unavailable from private peers.. It is best for fortune 1000 companies wanting the financial transparency and scale of a publicly traded ML engineering partner..

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

Grid Dynamics vs EPAM Systems FAQ

Is Grid Dynamics better than EPAM Systems?

Grid Dynamics (4.0/5) scores higher overall, but "better" depends on your use case. Grid Dynamics is better for fortune 1000 companies wanting the financial transparency and scale of a publicly traded ML engineering partner.. 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 Grid Dynamics and EPAM Systems differ in pricing?

Grid Dynamics uses not published; enterprise custom sows 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: Grid Dynamics or EPAM Systems?

Grid Dynamics 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 Grid Dynamics and EPAM Systems?

Grid Dynamics's primary differentiator is: the only publicly traded company (nasdaq: gdyn) in this comparison among the mid-to-large tier, giving buyers audited financial transparency unavailable from private peers.. 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 (1,001–5,000 vs 10,000+), minimum engagement (Not published vs Not published), and primary industries served (Retail, Pharmaceuticals vs Financial services, Life sciences).

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