N-iX vs MobiDev: full comparison for 2026
Last updated: July 2026
Quick verdict
MobiDev (4.2/5) edges ahead of N-iX (4.0/5) overall. MobiDev is the better choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record.. N-iX is the stronger option for mid-to-large enterprises, including Fortune 500 clients, wanting a European-headquartered engineering partner with a dedicated ML/AI service line.. The right choice depends on your project size, budget, and required tech stack.
N-iX vs MobiDev: head-to-head summary
| Criterion | N-iX | MobiDev |
|---|---|---|
| Founded | 2002 | 2009 |
| HQ | Valletta, Malta | Atlanta, Georgia, USA |
| Team size | 1,001–5,000 | 201–500 |
| Rating | 4.0 / 5 | 4.2 / 5 |
| Best for | Mid-to-large enterprises, including Fortune 500 clients, wanting a European-headquartered engineering partner with a dedicated ML/AI service line. | Retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record. |
| Pricing model | Fixed project, dedicated team, staff augmentation | Fixed project and dedicated team |
| Min. engagement | Not published | $20K |
| Primary tech stack | Python, TensorFlow, AWS | Python, TensorFlow, OpenCV |
| Industries served | Financial Services, Manufacturing, Supply Chain, Retail | Retail, Hospitality, Health & Fitness, Sports |
N-iX vs MobiDev: overview
N-iX
N-iX began in 2002 as Novellix, building Linux-platform applications out of Lviv, Ukraine, before Novell acquired the underlying technology and the founding team continued independently as N-iX. The company is now headquartered in Valletta, Malta, with roughly 2,400 engineers across Europe, the Americas, and APAC, and offers dedicated machine learning and AI development services alongside cloud, data, and embedded software.
MobiDev
MobiDev is a custom software development company founded in 2009, headquartered in Atlanta, Georgia, with R&D centers in Lodz, Poland and Chernivtsi, Ukraine, and roughly 290–400 engineers. CEO Oleg Lola initiated a dedicated AI/ML practice in 2018, and the company has since delivered more than 65 AI/ML products, concentrated in retail, hospitality, fitness, sports, and health/wellness.
Services and capabilities: N-iX vs MobiDev
| Capability | N-iX | MobiDev |
|---|---|---|
| Custom ML model development | ✓ | ✓ |
| Deep learning & computer vision | ✗ | ✓ |
| NLP & LLM / Generative AI | ✗ | ✗ |
| MLOps & production deployment | ✗ | ✗ |
| Data engineering | ✓ | ✓ |
| AI strategy consulting | ✓ | ✗ |
| Staff augmentation | ✓ | ✓ |
Tech stack comparison: N-iX vs MobiDev
| Framework / platform | N-iX | MobiDev |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | N/A |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| Databricks | N/A | N/A |
| LangChain | N/A | N/A |
Pricing comparison: N-iX vs MobiDev
| Criterion | N-iX | MobiDev |
|---|---|---|
| Minimum engagement | Not published | $20K |
| Engagement models | Fixed project, Dedicated team, Staff augmentation | Fixed project, Dedicated team |
| Rate transparency | Not public | Minimum disclosed |
| Price tier | Enterprise / not published | Accessible |
Target audience comparison: N-iX vs MobiDev
| Dimension | N-iX | MobiDev |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Financial Services, Manufacturing, Supply Chain | Retail, Hospitality, Health & Fitness |
| Best use cases | Fortune 500 finance, manufacturing, or retail clients needing dedicated ML/AI delivery, Supply-chain forecasting or optimization models built alongside broader data engineering | Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product, Health and fitness apps needing an ML-driven personalization or tracking feature |
| Typical project type | Fixed project | Fixed project |
N-iX vs MobiDev: pros and cons
| N-iX | |
|---|---|
| + | 23 years of operating history with an unusual origin story rooted in a Novell technology acquisition |
| + | 2,400+ engineers serving Fortune 500 clients supports substantial delivery capacity |
| + | Dedicated machine learning and AI service line rather than ML folded entirely into generic "data" work |
| + | European headquarters (Malta) with delivery across multiple continents |
| - | AI/ML sits alongside cloud, embedded software, and IoT as one of several core practices, not the sole focus |
| - | Public headcount reporting varies by source and date, worth confirming directly |
| - | Minimum engagement size not publicly disclosed |
| MobiDev | |
|---|---|
| + | 65+ delivered AI/ML products gives a concrete, countable delivery track record rather than general marketing claims |
| + | Deliberate AI/ML practice build-out since 2018, rather than a very recent pivot |
| + | Named vertical concentration (retail, hospitality, fitness, health) supports domain-specific product experience |
| + | Mid-size team (290–400) balances specialist focus with real delivery capacity |
| - | Narrower industry focus than horizontal AI consultancies serving finance, healthcare, and manufacturing broadly |
| - | Smaller scale than the large enterprise IT firms on this list, limiting very large multi-team programs |
| - | AI/ML sits alongside a broader general custom-software-development practice |
Who should choose N-iX?
N-iX is the right choice for mid-to-large enterprises, including Fortune 500 clients, wanting a European-headquartered engineering partner with a dedicated ML/AI service line..
23 years of operating history originating from a Novell technology acquisition, now serving Fortune 500 clients from a Malta-based HQ.. Minimum engagement starts at Not published. Works best with clients in Financial Services, Manufacturing, Supply Chain, Retail.
Who should choose MobiDev?
MobiDev is the right choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. Minimum engagement starts at $20K. Works best with clients in Retail, Hospitality, Health & Fitness, Sports.
Decision matrix: N-iX vs MobiDev
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | N-iX |
| You need a large dedicated team for an ongoing programme | N-iX |
| Your budget is at the lower end | Compare: N-iX (Not published) vs MobiDev ($20K) |
| You need specialist depth in a specific vertical | N-iX |
| You need staff augmentation or team extension | N-iX |
| You need consulting before committing to a build | N-iX |
Use case fit: N-iX vs MobiDev
| Use case | N-iX fit | MobiDev fit | Winner |
|---|---|---|---|
| Fortune 500 finance, manufacturing, or retail clients needing dedicated ML/AI delivery | Strong | Limited | N-iX |
| Supply-chain forecasting or optimization models built alongside broader data engineering | Strong | Limited | N-iX |
| Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product | Strong | Strong | Both equally |
| Health and fitness apps needing an ML-driven personalization or tracking feature | Limited | Strong | MobiDev |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Strong | Limited | N-iX |
Verdict: N-iX vs MobiDev
MobiDev (4.2/5) is the stronger overall choice for most Machine Learning Development projects. 65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. It is best for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
N-iX (4.0/5) is the better choice when mid-to-large enterprises, including Fortune 500 clients, wanting a European-headquartered engineering partner with a dedicated ML/AI service line.. If your situation matches those criteria, N-iX is a competitive option.
Related comparisons
N-iX vs MobiDev FAQ
Is N-iX better than MobiDev?
MobiDev (4.2/5) scores higher overall, but "better" depends on your use case. N-iX is better for mid-to-large enterprises, including Fortune 500 clients, wanting a European-headquartered engineering partner with a dedicated ML/AI service line.. MobiDev is better for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
How do N-iX and MobiDev differ in pricing?
N-iX uses fixed project, dedicated team, staff augmentation pricing with a minimum engagement of Not published. MobiDev uses fixed project and dedicated team pricing with a minimum engagement of $20K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: N-iX or MobiDev?
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 agency before shortlisting.
What are the main differences between N-iX and MobiDev?
N-iX's primary differentiator is: 23 years of operating history originating from a novell technology acquisition, now serving fortune 500 clients from a malta-based hq.. MobiDev's primary differentiator is: 65+ delivered ai/ml products concentrated in retail, hospitality, fitness, and health/wellness verticals.. They also differ in team size (1,001–5,000 vs 201–500), minimum engagement (Not published vs $20K), and primary industries served (Financial Services, Manufacturing vs Retail, Hospitality).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.