Best Machine Learning Development Services Companies

ELEKS vs Avenga: full comparison for 2026

Last updated: July 2026

Quick verdict

ELEKS (3.6/5) edges ahead of Avenga (3.6/5) overall. ELEKS is the better choice for enterprise and Fortune 500 companies needing a long-established European technology partner for ML within broader software programmes. Avenga is the stronger option for global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes. The right choice depends on your project size, budget, and required tech stack.

ELEKS vs Avenga: head-to-head summary

Criterion ELEKS Avenga
Founded 1991 2019
HQ Lviv, Ukraine / Chicago, IL, USA Cologne, Germany
Team size 2,000–3,000 6,000+
Rating 3.6 / 5 3.6 / 5
Best for Enterprise and Fortune 500 companies needing a long-established European technology partner for ML within broader software programmes Global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes
Pricing model Dedicated team, T&M, fixed project T&M, dedicated team
Min. engagement $100K $100K
Primary tech stack Python, Scikit-learn, TensorFlow Python, AWS SageMaker, AWS Bedrock
Industries served Healthcare, Manufacturing, Fintech, Retail, Logistics Fintech, Healthcare, Manufacturing, Logistics, SaaS

ELEKS vs Avenga: overview

ELEKS

ELEKS is a software engineering and technology consulting company established in 1991 in Lviv, Ukraine, with offices in Chicago, Illinois and across Europe and globally, employing 2,100+ professionals. The company has a 35-year track record with over 1,000 successfully delivered data-driven projects and serves Fortune 500 companies alongside mid-market clients. ELEKS delivers machine learning solutions for market forecasting, demand prediction, capacity planning, and inventory management, with clients across healthcare, retail, financial services, and manufacturing.

Avenga

Avenga is a global technology consultancy headquartered in Cologne, Germany, formed in 2019 through the merger of Corevalue, Sevenval, and other companies. The firm employs 6,000+ professionals across 16 countries and 44 delivery locations, serving global corporations with digital transformation, data engineering, and cloud ML services. Avenga holds AWS Advanced Tier Partner status with 20+ certifications and has launched 20+ customer projects on the AWS platform, specialising in cloud architecture, data analytics, and machine learning for financial services and enterprise clients.

Services and capabilities: ELEKS vs Avenga

Capability ELEKS Avenga
Custom ML development
Computer vision
NLP & text analytics
MLOps & deployment
Generative AI
ML consulting & strategy
Staff augmentation
Dedicated team model

Tech stack comparison: ELEKS vs Avenga

Framework / platform ELEKS Avenga
Python
PyTorch N/A
TensorFlow N/A
Scikit-learn N/A
AWS SageMaker N/A
MLflow
Hugging Face N/A N/A
LangChain N/A N/A
Docker/Kubernetes N/A N/A
Databricks N/A

Pricing comparison: ELEKS vs Avenga

Criterion ELEKS Avenga
Minimum engagement $100K $100K
Engagement models Dedicated team, Time & materials, Fixed project Time & materials, Dedicated team, Consulting retainer
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: ELEKS vs Avenga

Dimension ELEKS Avenga
Best company size Startup to mid-market Startup to mid-market
Best industries Healthcare, Manufacturing, Fintech Fintech, Healthcare, Manufacturing
Best use cases Market forecasting ML for retail sales planning and inventory optimisation, Demand prediction for manufacturing capacity planning and scheduling Cloud ML infrastructure build-out for financial services enterprises, Enterprise data platform modernisation to enable ML capability
Typical project type Dedicated team Time & materials

ELEKS vs Avenga: pros and cons

ELEKS
+ 35-year track record with 1,000+ delivered data-driven projects at named enterprise clients
+ Fortune 500 client experience provides enterprise delivery maturity and governance
+ US Chicago office for North American enterprise client engagement and relationship management
+ Wide industry coverage across healthcare, retail, manufacturing, and financial services
+ 2,100+ engineers provide delivery capacity for large concurrent enterprise programmes
- $100K minimum engagement limits access to enterprise-scale budgets only
- ML is one service within a broad software engineering practice — not AI-first
- Ukraine primary delivery requires business continuity assessment for regulated industries
Avenga
+ 6,000+ employees across 16 countries for global enterprise programme delivery
+ AWS Advanced Partner with 20+ certifications and documented cloud ML launches
+ 44 delivery locations provide nearshore options across multiple world regions
+ Strong financial services ML experience from European enterprise client base
+ Full enterprise transformation capability including ML alongside broader digital work
- Formed by mergers in 2017–2019 — cultural and capability integration may vary by location
- $100K minimum engagement limits access to large enterprise budgets
- ML is one capability within a very broad consultancy offering — not AI-first

Who should choose ELEKS?

ELEKS is the right choice for enterprise and Fortune 500 companies needing a long-established European technology partner for ML within broader software programmes.

35-year software engineering heritage with 1,000+ delivered data-driven projects and US presence in Chicago for North American enterprise clients. Minimum engagement starts at $100K. Works best with clients in Healthcare, Manufacturing, Fintech, Retail, Logistics.

Who should choose Avenga?

Avenga is the right choice for global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes.

6,000-person global consultancy with AWS Advanced Partnership and 20+ certified cloud ML deployments across 16 countries and 44 delivery locations. Minimum engagement starts at $100K. Works best with clients in Fintech, Healthcare, Manufacturing, Logistics, SaaS.

Decision matrix: ELEKS vs Avenga

Your situation Recommended choice
You need full-ownership delivery on a defined project scope ELEKS
You need a large dedicated team for an ongoing programme ELEKS
Your budget is at the lower end ELEKS
You need specialist depth in a specific vertical ELEKS
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build ELEKS

Use case fit: ELEKS vs Avenga

Use case ELEKS fit Avenga fit Winner
Market forecasting ML for retail sales planning and inventory optimisation Strong Limited ELEKS
Demand prediction for manufacturing capacity planning and scheduling Strong Limited ELEKS
Cloud ML infrastructure build-out for financial services enterprises Limited Strong Avenga
Enterprise data platform modernisation to enable ML capability Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: ELEKS vs Avenga

ELEKS (3.6/5) is the stronger overall choice for most Machine Learning Development projects. 35-year software engineering heritage with 1,000+ delivered data-driven projects and US presence in Chicago for North American enterprise clients. It is best for enterprise and Fortune 500 companies needing a long-established European technology partner for ML within broader software programmes.

Avenga (3.6/5) is the better choice when global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes. If your situation matches those criteria, Avenga is a competitive option.

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ELEKS vs Avenga FAQ

Is ELEKS better than Avenga?

ELEKS (3.6/5) scores higher overall, but "better" depends on your use case. ELEKS is better for enterprise and Fortune 500 companies needing a long-established European technology partner for ML within broader software programmes. Avenga is better for global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes.

How do ELEKS and Avenga differ in pricing?

ELEKS uses dedicated team, t&m, fixed project pricing with a minimum engagement of $100K. Avenga uses t&m, dedicated team pricing with a minimum engagement of $100K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: ELEKS or Avenga?

ELEKS 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 ELEKS and Avenga?

ELEKS's primary differentiator is: 35-year software engineering heritage with 1,000+ delivered data-driven projects and us presence in chicago for north american enterprise clients. Avenga's primary differentiator is: 6,000-person global consultancy with aws advanced partnership and 20+ certified cloud ml deployments across 16 countries and 44 delivery locations. They also differ in team size (2,000–3,000 vs 6,000+), minimum engagement ($100K vs $100K), and primary industries served (Healthcare, Manufacturing vs Fintech, Healthcare).

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