Best ML Development Services

LeewayHertz vs N-iX: full comparison for 2026

Last updated: July 2026

Quick verdict

LeewayHertz (4.2/5) edges ahead of N-iX (3.8/5) overall. LeewayHertz is the better choice for enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group).. N-iX is the stronger option for enterprises wanting ML development bundled with broader cloud, data analytics, and digital transformation services at scale.. The right choice depends on your project size, budget, and required tech stack.

LeewayHertz vs N-iX: head-to-head summary

Criterion LeewayHertz N-iX
Founded 2007 2002
HQ San Francisco, California, United States Valletta, Malta
Team size 200–300 1,001–5,000
Rating 4.2 / 5 3.8 / 5
Best for Enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group). Enterprises wanting ML development bundled with broader cloud, data analytics, and digital transformation services at scale.
Pricing model Project-based, retainer Time & materials, dedicated team
Min. engagement Not published Not published
Primary tech stack Python, LangChain, Hugging Face AWS, Azure, Google Cloud
Industries served FinTech, Healthcare, Manufacturing, Retail & E-commerce FinTech, Healthcare, Retail & E-commerce, Telecom, Manufacturing

LeewayHertz vs N-iX: overview

LeewayHertz

LeewayHertz was founded in 2007 by Akash Takyar and Viresh Bhathia and is headquartered in San Francisco, combining strategic AI advisory with engineering delivery and proprietary AI platforms. On September 23, 2024, LeewayHertz was acquired by The Hackett Group, a publicly traded management consulting firm, giving it access to Hackett's enterprise client relationships. Reported employee counts range from roughly 194 to 300, and as with any recently acquired firm, prospective clients should verify current team continuity.

N-iX

N-iX was founded in 2002 in Lviv, Ukraine and now lists its headquarters in Valletta, Malta, employing 1,001–5,000 people (reported as 2,400+ professionals) across Europe, the Americas, and APAC. The company offers machine learning development alongside custom software development, digital transformation, technology consulting, cloud services, and data analytics, and has been named a top global IT services company by Clutch for seven consecutive years. Its scale and multi-service breadth place it among the larger generalist engineering firms in this list, with ML as one of several core service lines.

Services and capabilities: LeewayHertz vs N-iX

Capability LeewayHertz N-iX
Custom ML Models
Computer Vision
NLP
MLOps
Generative AI
AI Consulting

Tech stack comparison: LeewayHertz vs N-iX

Framework / platform LeewayHertz N-iX
TensorFlow N/A N/A
PyTorch N/A N/A
AWS
Azure
Google Cloud N/A
LangChain N/A
Hugging Face N/A
Kubernetes N/A

Pricing comparison: LeewayHertz vs N-iX

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

Target audience comparison: LeewayHertz vs N-iX

Dimension LeewayHertz N-iX
Best company size Startup to mid-market Startup to mid-market
Best industries FinTech, Healthcare, Manufacturing FinTech, Healthcare, Retail & E-commerce
Best use cases Enterprise wants AI consulting from a firm now backed by a publicly traded management consultancy., Company needs generative AI or AI agent development with proprietary platform accelerators. Enterprise wants ML development bundled with broader cloud and digital transformation services from one large vendor., Company needs an MLOps consulting partner with seven consecutive years of Clutch top-IT-services recognition.
Typical project type Project-based Dedicated team

LeewayHertz vs N-iX: pros and cons

LeewayHertz
+ 17 years of AI/software delivery history since 2007, well-established before its 2024 acquisition.
+ Now backed by The Hackett Group, a publicly traded management consulting firm, adding financial stability and enterprise client access.
+ Proprietary AI platform assets built pre-acquisition can shorten delivery timelines for common use cases.
- September 2024 acquisition by The Hackett Group is recent enough that integration effects on pricing and delivery team stability are still unfolding.
- Employee-count sources disagree meaningfully (194 vs. 300), so confirm current AI-delivery headcount directly.
N-iX
+ Named a top global IT services company by Clutch for seven consecutive years — one of the longest independent-recognition streaks in this list.
+ 1,001–5,000 employees (2,400+ professionals) across Europe, the Americas, and APAC provides substantial global delivery capacity.
+ 22+ years of operating history (since 2002) with continuity through the relocation of headquarters registration to Malta.
+ Publishes original ML/MLOps market research (e.g., its own top-companies and MLOps-consulting roundups), reflecting genuine practice depth.
- Legal headquarters listed in Valletta, Malta while origin and much of delivery remains centered on Lviv, Ukraine — worth confirming contracting jurisdiction.
- At 1,001–5,000 employees, ML is one of several core service lines (alongside cloud, data analytics, digital transformation) rather than the firm's sole focus.

Who should choose LeewayHertz?

LeewayHertz is the right choice for enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group)..

AI consultancy now operating as a Hackett Group company, combining startup-era agility with public-company backing.. Minimum engagement starts at Not published. Works best with clients in FinTech, Healthcare, Manufacturing, Retail & E-commerce.

Who should choose N-iX?

N-iX is the right choice for enterprises wanting ML development bundled with broader cloud, data analytics, and digital transformation services at scale..

Seven consecutive years of Clutch top global IT services company recognition, combined with dedicated ML and MLOps consulting content.. Minimum engagement starts at Not published. Works best with clients in FinTech, Healthcare, Retail & E-commerce, Telecom, Manufacturing.

Decision matrix: LeewayHertz vs N-iX

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

Use case fit: LeewayHertz vs N-iX

Use case LeewayHertz fit N-iX fit Winner
Enterprise wants AI consulting from a firm now backed by a publicly traded management consultancy. Strong Strong Both equally
Company needs generative AI or AI agent development with proprietary platform accelerators. Strong Strong Both equally
Enterprise wants ML development bundled with broader cloud and digital transformation services from one large vendor. Strong Strong Both equally
Company needs an MLOps consulting partner with seven consecutive years of Clutch top-IT-services recognition. Strong Strong Both equally
Fixed-scope ML build Limited Limited Both equally
Ongoing model retraining Limited Limited Both equally

Verdict: LeewayHertz vs N-iX

LeewayHertz (4.2/5) is the stronger overall choice for most Machine Learning Development projects. AI consultancy now operating as a Hackett Group company, combining startup-era agility with public-company backing.. It is best for enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group)..

N-iX (3.8/5) is the better choice when enterprises wanting ML development bundled with broader cloud, data analytics, and digital transformation services at scale.. If your situation matches those criteria, N-iX is a competitive option.

Related comparisons

LeewayHertz vs N-iX FAQ

Is LeewayHertz better than N-iX?

LeewayHertz (4.2/5) scores higher overall, but "better" depends on your use case. LeewayHertz is better for enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group).. N-iX is better for enterprises wanting ML development bundled with broader cloud, data analytics, and digital transformation services at scale..

How do LeewayHertz and N-iX differ in pricing?

LeewayHertz uses project-based, retainer pricing with a minimum engagement of Not published. N-iX uses time & materials, dedicated team 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: LeewayHertz or N-iX?

N-iX 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 LeewayHertz and N-iX?

LeewayHertz's primary differentiator is: ai consultancy now operating as a hackett group company, combining startup-era agility with public-company backing.. N-iX's primary differentiator is: seven consecutive years of clutch top global it services company recognition, combined with dedicated ml and mlops consulting content.. They also differ in team size (200–300 vs 1,001–5,000), minimum engagement (Not published vs Not published), and primary industries served (FinTech, Healthcare vs FinTech, Healthcare).

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