Best ML Development Services

Sigma Software Group vs ELEKS: full comparison for 2026

Last updated: July 2026

Quick verdict

Sigma Software Group (4.2/5) edges ahead of ELEKS (3.7/5) overall. Sigma Software Group is the better choice for automotive, aviation, and AdTech companies that need a large, vertically experienced IT consultancy with an AI practice.. ELEKS is the stronger option for enterprises wanting AI/ML delivery from one of the oldest continuously operating engineering firms in Central/Eastern Europe.. The right choice depends on your project size, budget, and required tech stack.

Sigma Software Group vs ELEKS: head-to-head summary

Criterion Sigma Software Group ELEKS
Founded 2002 1991
HQ Stockholm, Sweden Tallinn, Estonia
Team size 2,100+ 2,100+
Rating 4.2 / 5 3.7 / 5
Best for Automotive, aviation, and AdTech companies that need a large, vertically experienced IT consultancy with an AI practice. Enterprises wanting AI/ML delivery from one of the oldest continuously operating engineering firms in Central/Eastern Europe.
Pricing model Time & materials, dedicated team Time & materials, managed engagement
Min. engagement Not published Not published
Primary tech stack Python, TensorFlow, AWS Python, AWS, Azure
Industries served Automotive, Aviation, Gaming, Telecom, FinTech Manufacturing, Healthcare, FinTech, Retail & E-commerce

Sigma Software Group vs ELEKS: overview

Sigma Software Group

Sigma Software Group was founded in 2002 and operates as a global software development and technology consulting company with more than 2,100 professionals across 40 offices in 19 countries; corporate headquarters is listed as Stockholm, Sweden with major operations centered in Kharkiv, Ukraine. The firm has built domain depth in AdTech, automotive, aviation, gaming, telecom, e-learning, FinTech, and PropTech over more than a decade of AI and machine learning work, and holds Clutch Global Award and Clutch Champion recognitions. Its scale and vertical breadth position it closer to a large enterprise IT consultancy than a boutique ML specialist.

ELEKS

ELEKS was established in 1991 and is headquartered in Tallinn, Estonia, with roughly 2,100+ employees operating from offices across the US, Canada, Germany, Ukraine, Poland, Switzerland, Japan, Croatia, the UAE, Saudi Arabia, and the UK. The firm leverages AI/ML, Big Data, IoT, cloud, cybersecurity, and UX expertise, reporting more than 1,000 successfully delivered data-driven projects over its 30+ year history, and has received a 2024 Spring Clutch Global Award plus recognition on the Global Outsourcing 100 list. As one of the oldest firms in this list, ELEKS' AI/ML practice is one of several mature service lines rather than a standalone specialty.

Services and capabilities: Sigma Software Group vs ELEKS

Capability Sigma Software Group ELEKS
Custom ML Models
Computer Vision
NLP
MLOps
Generative AI
AI Consulting

Tech stack comparison: Sigma Software Group vs ELEKS

Framework / platform Sigma Software Group ELEKS
TensorFlow
PyTorch N/A N/A
AWS
Azure
Google Cloud N/A N/A
LangChain N/A N/A
Hugging Face N/A N/A
Kubernetes N/A N/A

Pricing comparison: Sigma Software Group vs ELEKS

Criterion Sigma Software Group ELEKS
Minimum engagement Not published Not published
Engagement models Dedicated team, Time & materials, Staff augmentation Managed engagement, Time & materials, Staff augmentation
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Sigma Software Group vs ELEKS

Dimension Sigma Software Group ELEKS
Best company size Startup to mid-market Startup to mid-market
Best industries Automotive, Aviation, Gaming Manufacturing, Healthcare, FinTech
Best use cases Automotive or aviation company needs AI development from a vendor with genuine domain history in that sector., AdTech or gaming company needs ML at enterprise delivery scale. Enterprise wants AI/ML delivery from one of the longest continuously operating engineering firms in the region., Manufacturing or fintech company needs a data-driven project delivered by a firm with 1,000+ prior deliveries.
Typical project type Dedicated team Managed engagement

Sigma Software Group vs ELEKS: pros and cons

Sigma Software Group
+ 2024 Spring Clutch Global Award and Clutch Champion recognitions are third-party validated distinctions.
+ Rare, genuine domain depth in automotive and aviation AI, verticals most ML boutiques don't touch.
+ 2,100+ professionals across 40 offices gives it enterprise-scale delivery capacity most boutiques lack.
+ 22+ years of company history (since 2002) predates the AI hiring wave, suggesting organic vertical expertise.
- Corporate HQ is listed as Stockholm, but primary operational scale sits in Kharkiv, Ukraine — worth clarifying the contracting entity.
- 2,100+ person scale means AI/ML is one practice among many verticals, not the firm's sole focus.
ELEKS
+ 33+ years of continuous operation (since 1991) is among the longest track records of any firm in this list.
+ 1,000+ successfully delivered data-driven projects gives it an extensive AI/ML/data delivery pattern library.
+ 2024 Spring Clutch Global Award and Global Outsourcing 100 listing are independently sourced recognitions.
+ 2,100+ employees across 11 countries provide broad geographic delivery coverage.
- AI/ML is one of several mature service lines (alongside Big Data, IoT, cybersecurity, UX) rather than the firm's primary identity.
- Legal HQ in Tallinn, Estonia while origin and significant delivery capacity remains tied to Lviv, Ukraine — confirm contracting entity.

Who should choose Sigma Software Group?

Sigma Software Group is the right choice for automotive, aviation, and AdTech companies that need a large, vertically experienced IT consultancy with an AI practice..

Deep, decade-plus domain expertise in AdTech, automotive, and aviation combined with enterprise-scale delivery capacity.. Minimum engagement starts at Not published. Works best with clients in Automotive, Aviation, Gaming, Telecom, FinTech.

Who should choose ELEKS?

ELEKS is the right choice for enterprises wanting AI/ML delivery from one of the oldest continuously operating engineering firms in Central/Eastern Europe..

33+ years of operating history (since 1991) with 1,000+ delivered data-driven projects and Global Outsourcing 100 recognition.. Minimum engagement starts at Not published. Works best with clients in Manufacturing, Healthcare, FinTech, Retail & E-commerce.

Decision matrix: Sigma Software Group vs ELEKS

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 Sigma Software Group
Your budget is at the lower end Compare: Sigma Software Group (Not published) vs ELEKS (Not published)
You need specialist depth in a specific vertical Sigma Software Group
You need production MLOps support after model launch Sigma Software Group
You need consulting before committing to a build Sigma Software Group

Use case fit: Sigma Software Group vs ELEKS

Use case Sigma Software Group fit ELEKS fit Winner
Automotive or aviation company needs AI development from a vendor with genuine domain history in that sector. Strong Limited Sigma Software Group
AdTech or gaming company needs ML at enterprise delivery scale. Strong Limited Sigma Software Group
Enterprise wants AI/ML delivery from one of the longest continuously operating engineering firms in the region. Strong Strong Both equally
Manufacturing or fintech company needs a data-driven project delivered by a firm with 1,000+ prior deliveries. Limited Strong ELEKS
Fixed-scope ML build Limited Limited Both equally
Ongoing model retraining Limited Limited Both equally

Verdict: Sigma Software Group vs ELEKS

Sigma Software Group (4.2/5) is the stronger overall choice for most Machine Learning Development projects. Deep, decade-plus domain expertise in AdTech, automotive, and aviation combined with enterprise-scale delivery capacity.. It is best for automotive, aviation, and AdTech companies that need a large, vertically experienced IT consultancy with an AI practice..

ELEKS (3.7/5) is the better choice when enterprises wanting AI/ML delivery from one of the oldest continuously operating engineering firms in Central/Eastern Europe.. If your situation matches those criteria, ELEKS is a competitive option.

Related comparisons

Sigma Software Group vs ELEKS FAQ

Is Sigma Software Group better than ELEKS?

Sigma Software Group (4.2/5) scores higher overall, but "better" depends on your use case. Sigma Software Group is better for automotive, aviation, and AdTech companies that need a large, vertically experienced IT consultancy with an AI practice.. ELEKS is better for enterprises wanting AI/ML delivery from one of the oldest continuously operating engineering firms in Central/Eastern Europe..

How do Sigma Software Group and ELEKS differ in pricing?

Sigma Software Group uses time & materials, dedicated team pricing with a minimum engagement of Not published. ELEKS uses time & materials, managed engagement 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: Sigma Software Group or ELEKS?

Sigma Software Group 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 Sigma Software Group and ELEKS?

Sigma Software Group's primary differentiator is: deep, decade-plus domain expertise in adtech, automotive, and aviation combined with enterprise-scale delivery capacity.. ELEKS's primary differentiator is: 33+ years of operating history (since 1991) with 1,000+ delivered data-driven projects and global outsourcing 100 recognition.. They also differ in team size (2,100+ vs 2,100+), minimum engagement (Not published vs Not published), and primary industries served (Automotive, Aviation vs Manufacturing, Healthcare).

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