Best ML Development Services

XenonStack vs ELEKS: full comparison for 2026

Last updated: July 2026

Quick verdict

XenonStack (4.4/5) edges ahead of ELEKS (3.7/5) overall. XenonStack is the better choice for companies building agentic AI or real-time data platforms that want a specialist rather than a general IT outsourcer.. 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.

XenonStack vs ELEKS: head-to-head summary

Criterion XenonStack ELEKS
Founded 2016 1991
HQ Mohali, India Tallinn, Estonia
Team size 50–100 2,100+
Rating 4.4 / 5 3.7 / 5
Best for Companies building agentic AI or real-time data platforms that want a specialist rather than a general IT outsourcer. Enterprises wanting AI/ML delivery from one of the oldest continuously operating engineering firms in Central/Eastern Europe.
Pricing model Project-based, retainer Time & materials, managed engagement
Min. engagement Not published Not published
Primary tech stack Kubernetes, Apache Kafka, AWS Python, AWS, Azure
Industries served FinTech, Manufacturing, Telecom, Retail & E-commerce Manufacturing, Healthcare, FinTech, Retail & E-commerce

XenonStack vs ELEKS: overview

XenonStack

XenonStack was founded in 2016 by Navdeep Singh Gill and is based in Mohali, India, operating as a technology consulting company centered on real-time data, generative AI, and agentic AI platform engineering. The company has grown from roughly 63 employees in 2023 to about 97 in 2026 and holds AWS, Azure, and Google Cloud partner status, alongside membership in the Cloud Native Computing Foundation and LF AI & Data. Its bootstrapped, revenue-funded growth (reported ~$3.8M ARR) suggests a stable but still relatively small operation for enterprise-scale programs.

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: XenonStack vs ELEKS

Capability XenonStack ELEKS
Custom ML Models
Computer Vision
NLP
MLOps
Generative AI
AI Consulting

Tech stack comparison: XenonStack vs ELEKS

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

Pricing comparison: XenonStack vs ELEKS

Criterion XenonStack ELEKS
Minimum engagement Not published Not published
Engagement models Project-based, Retainer, Dedicated team Managed engagement, Time & materials, Staff augmentation
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: XenonStack vs ELEKS

Dimension XenonStack ELEKS
Best company size Startup to mid-market Startup to mid-market
Best industries FinTech, Manufacturing, Telecom Manufacturing, Healthcare, FinTech
Best use cases Enterprise needs a real-time data platform feeding downstream ML models., Company is building agentic AI workflows and needs specialist platform engineering, not just model development. 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 Project-based Managed engagement

XenonStack vs ELEKS: pros and cons

XenonStack
+ Multi-cloud partner status across AWS, Azure, and Google Cloud gives flexibility on platform choice rather than pushing a single vendor stack.
+ Bootstrapped and profitable growth trajectory (reported ~$3.8M ARR) signals operational stability without dependence on external funding rounds.
+ Cloud Native Computing Foundation and LF AI & Data membership reflects genuine open-source platform engineering involvement, not just marketing claims.
+ Specialization in agentic and real-time AI platform engineering is a differentiated niche versus generalist ML shops.
- Team size of roughly 97 (2026) is small relative to the scale of enterprise real-time data platform programs it targets.
- Conflicting HQ reports (Mohali, India vs. Dubai, UAE across sources) make it worth confirming the primary legal entity before contracting.
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 XenonStack?

XenonStack is the right choice for companies building agentic AI or real-time data platforms that want a specialist rather than a general IT outsourcer..

Multi-cloud certified (AWS, Azure, GCP) platform-engineering specialist for real-time and agentic AI.. Minimum engagement starts at Not published. Works best with clients in FinTech, Manufacturing, Telecom, Retail & E-commerce.

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

Use case fit: XenonStack vs ELEKS

Use case XenonStack fit ELEKS fit Winner
Enterprise needs a real-time data platform feeding downstream ML models. Strong Strong Both equally
Company is building agentic AI workflows and needs specialist platform engineering, not just model development. Strong Strong Both equally
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: XenonStack vs ELEKS

XenonStack (4.4/5) is the stronger overall choice for most Machine Learning Development projects. Multi-cloud certified (AWS, Azure, GCP) platform-engineering specialist for real-time and agentic AI.. It is best for companies building agentic AI or real-time data platforms that want a specialist rather than a general IT outsourcer..

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.

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XenonStack vs ELEKS FAQ

Is XenonStack better than ELEKS?

XenonStack (4.4/5) scores higher overall, but "better" depends on your use case. XenonStack is better for companies building agentic AI or real-time data platforms that want a specialist rather than a general IT outsourcer.. ELEKS is better for enterprises wanting AI/ML delivery from one of the oldest continuously operating engineering firms in Central/Eastern Europe..

How do XenonStack and ELEKS differ in pricing?

XenonStack uses project-based, retainer 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: XenonStack or ELEKS?

XenonStack 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 XenonStack and ELEKS?

XenonStack's primary differentiator is: multi-cloud certified (aws, azure, gcp) platform-engineering specialist for real-time and agentic ai.. 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 (50–100 vs 2,100+), minimum engagement (Not published vs Not published), and primary industries served (FinTech, Manufacturing vs Manufacturing, Healthcare).

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