ITRex Group vs MobiDev: full comparison for 2026
Quick verdict
ITRex Group (4.2/5) edges ahead of MobiDev (4.2/5) overall. ITRex Group is the better choice for mid-market companies, AI/ML plus IoT/edge deployment. MobiDev is the stronger option for Retail, hospitality, fitness companies — proven mid-size AI delivery. The right choice depends on your project size, budget, and required tech stack.
ITRex Group vs MobiDev: head-to-head summary
| Criterion | ITRex Group | MobiDev |
|---|---|---|
| Founded | 2009 | 2009 |
| HQ | Santa Monica, California, USA | Atlanta, Georgia, USA |
| Team size | 201–500 | 201–500 |
| Rating | 4.2 / 5 | 4.2 / 5 |
| Primary differentiator | Explicit focus on applied AI paired with intelligent-edge and IoT development, not just cloud-based ML | 65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals |
| Pricing model | Fixed project, Time & Material, staff augmentation | Fixed project and dedicated team |
| Min. engagement | $25K | $20K |
| Primary tech stack | Python, TensorFlow, AWS IoT | Python, TensorFlow, OpenCV |
| Industries served | Manufacturing, Healthcare, Retail, Technology/SaaS | Retail, Hospitality, Health & Fitness, Sports |
ITRex Group vs MobiDev: overview
ITRex Group
ITRex Group is a technology consulting and software development company founded in 2009 by Yury Korvel and Vitali Likhadzed, headquartered in Santa Monica, California, with delivery operations in Poland, Georgia, and Bulgaria. Reported headcount varies by source, from roughly 201–500 employees to a stated 250+ specialists; the firm covers AI consulting and development, data analytics, IoT, and cloud migration.
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: ITRex Group vs MobiDev
| Capability | ITRex Group | 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: ITRex Group vs MobiDev
| Framework / platform | ITRex Group | 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: ITRex Group vs MobiDev
| Criterion | ITRex Group | MobiDev |
|---|---|---|
| Minimum engagement | $25K | $20K |
| Engagement models | Fixed project, Time & Material, Staff augmentation | Fixed project, Dedicated team |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: ITRex Group vs MobiDev
| Dimension | ITRex Group | MobiDev |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Manufacturing, Healthcare, Retail | Retail, Hospitality, Health & Fitness |
| Best use cases | AI models that need to run on or alongside IoT/edge hardware, Manufacturing predictive-maintenance projects combining sensor data and ML | 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 |
ITRex Group vs MobiDev: pros and cons
| ITRex Group | |
|---|---|
| + | 15 years of operating history with a consistent US headquarters and leadership team |
| + | Edge/IoT plus AI combination is a genuine differentiator versus cloud-only ML shops |
| + | Multi-country delivery (Poland, Georgia, Bulgaria) gives some cost and timezone flexibility |
| + | Offers staff augmentation alongside project delivery for buyers wanting to extend in-house teams |
| - | Reported headcount varies meaningfully by source (201–500 vs. 250+), so buyers should confirm current team size |
| - | Less deep specialist AI/ML certification profile than boutiques like Neurons Lab or AI Superior |
| - | Public materials emphasize breadth (AI, IoT, cloud) over demonstrated depth in any single ML subdomain |
| 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 ITRex Group?
A typical fit: AI models that need to run on or alongside IoT/edge hardware.
Explicit focus on applied AI paired with intelligent-edge and IoT development, not just cloud-based ML. Minimum engagement starts at $25K. Works best with clients in Manufacturing, Healthcare, Retail, Technology/SaaS.
Who should choose MobiDev?
A typical fit: retail or hospitality companies wanting computer-vision or recommendation features built into an existing product.
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: ITRex Group vs MobiDev
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | ITRex Group |
| You need a large dedicated team for an ongoing programme | MobiDev |
| Your budget is at the lower end | MobiDev |
| You need specialist depth in a specific vertical | ITRex Group |
| You need staff augmentation or team extension | ITRex Group |
| You need consulting before committing to a build | ITRex Group |
Use case fit: ITRex Group vs MobiDev
| Use case | ITRex Group fit | MobiDev fit | Winner |
|---|---|---|---|
| AI models that need to run on or alongside IoT/edge hardware | Strong | Strong | Both equally |
| Manufacturing predictive-maintenance projects combining sensor data and ML | Strong | Limited | ITRex Group |
| Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product | Limited | Strong | MobiDev |
| 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 | ITRex Group |
Verdict: ITRex Group vs MobiDev
ITRex Group (4.2/5) is the stronger overall choice for most Machine Learning Development projects. Explicit focus on applied AI paired with intelligent-edge and IoT development, not just cloud-based ML.
MobiDev (4.2/5) is worth a look if you need health and fitness apps needing an ML-driven personalization or tracking feature. If your situation matches that, MobiDev is a competitive option.
Related comparisons
ITRex Group vs MobiDev FAQ
Is ITRex Group better than MobiDev?
ITRex Group (4.2/5) scores higher overall, but "better" depends on your use case. ITRex Group's strongest advantage: 15 years of operating history with a consistent US headquarters and leadership team. MobiDev's strongest advantage: 65+ delivered AI/ML products gives a concrete, countable delivery track record rather than general marketing claims.
How do ITRex Group and MobiDev differ in pricing?
ITRex Group uses fixed project, time & material, staff augmentation pricing with a minimum engagement of $25K. 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: ITRex Group or MobiDev?
ITRex 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 agency before shortlisting.
What are the main differences between ITRex Group and MobiDev?
ITRex Group's primary differentiator is: explicit focus on applied AI paired with intelligent-edge and IoT development, not just cloud-based ML. 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 (201–500 vs 201–500), minimum engagement ($25K vs $20K), and primary industries served (Manufacturing, Healthcare vs Retail, Hospitality).