InData Labs vs ITRex Group: full comparison for 2026
Last updated: July 2026
Quick verdict
InData Labs (4.5/5) edges ahead of ITRex Group (4.2/5) overall. InData Labs is the better choice for fintech, healthcare, and SaaS companies wanting a specialist data-science boutique rather than a generalist software vendor.. ITRex Group is the stronger option for mid-market companies combining AI/ML work with IoT or edge-device deployment.. The right choice depends on your project size, budget, and required tech stack.
InData Labs vs ITRex Group: head-to-head summary
| Criterion | InData Labs | ITRex Group |
|---|---|---|
| Founded | 2014 | 2009 |
| HQ | Nicosia, Cyprus | Santa Monica, California, USA |
| Team size | 51–200 | 201–500 |
| Rating | 4.5 / 5 | 4.2 / 5 |
| Best for | Fintech, healthcare, and SaaS companies wanting a specialist data-science boutique rather than a generalist software vendor. | Mid-market companies combining AI/ML work with IoT or edge-device deployment. |
| Pricing model | Fixed project and Time & Material | Fixed project, Time & Material, staff augmentation |
| Min. engagement | $20K | $25K |
| Primary tech stack | Python, Scikit-learn, TensorFlow | Python, TensorFlow, AWS IoT |
| Industries served | FinTech, Healthcare, Technology/SaaS, Retail, Logistics | Manufacturing, Healthcare, Retail, Technology/SaaS |
InData Labs vs ITRex Group: overview
InData Labs
InData Labs is a data science and AI consultancy founded in 2014 by Marat Karpeko, headquartered in Nicosia, Cyprus, with additional offices in Lithuania and the US. The 80+ person firm (per company website) runs its own R&D center and focuses on production AI systems for fintech, healthcare, SaaS, retail, and logistics clients.
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.
Services and capabilities: InData Labs vs ITRex Group
| Capability | InData Labs | ITRex Group |
|---|---|---|
| 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: InData Labs vs ITRex Group
| Framework / platform | InData Labs | ITRex Group |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | ✓ | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | ✓ |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| Databricks | N/A | N/A |
| LangChain | N/A | N/A |
Pricing comparison: InData Labs vs ITRex Group
| Criterion | InData Labs | ITRex Group |
|---|---|---|
| Minimum engagement | $20K | $25K |
| Engagement models | Fixed project, Time & Material | Fixed project, Time & Material, Staff augmentation |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: InData Labs vs ITRex Group
| Dimension | InData Labs | ITRex Group |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | FinTech, Healthcare, Technology/SaaS | Manufacturing, Healthcare, Retail |
| Best use cases | Building a fintech risk-scoring or fraud model with a specialist data-science team, Standing up a healthcare predictive-analytics pilot with a boutique partner | AI models that need to run on or alongside IoT/edge hardware, Manufacturing predictive-maintenance projects combining sensor data and ML |
| Typical project type | Fixed project | Fixed project |
InData Labs vs ITRex Group: pros and cons
| InData Labs | |
|---|---|
| + | Founder brought data-analytics experience from the gaming industry, an unusually data-intensive prior domain |
| + | Multi-country footprint (Cyprus, Lithuania, US) without the very large headcount of enterprise IT firms |
| + | 10+ years of focused data science practice rather than a recent AI pivot from generalist dev work |
| + | Named vertical focus (FinTech, Healthcare, Logistics) supports domain-specific model design |
| - | 80-person team limits capacity for very large multi-year enterprise programs |
| - | Less brand recognition in North America than US-headquartered competitors |
| - | Public case studies rarely disclose named enterprise clients |
| 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 |
Who should choose InData Labs?
InData Labs is the right choice for fintech, healthcare, and SaaS companies wanting a specialist data-science boutique rather than a generalist software vendor..
Dedicated in-house R&D center focused specifically on data science and AI rather than broad software outsourcing.. Minimum engagement starts at $20K. Works best with clients in FinTech, Healthcare, Technology/SaaS, Retail, Logistics.
Who should choose ITRex Group?
ITRex Group is the right choice for mid-market companies combining AI/ML work with IoT or edge-device deployment..
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.
Decision matrix: InData Labs vs ITRex Group
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | InData Labs |
| You need a large dedicated team for an ongoing programme | Check each company's engagement model |
| Your budget is at the lower end | InData Labs |
| You need specialist depth in a specific vertical | InData Labs |
| You need staff augmentation or team extension | ITRex Group |
| You need consulting before committing to a build | InData Labs |
Use case fit: InData Labs vs ITRex Group
| Use case | InData Labs fit | ITRex Group fit | Winner |
|---|---|---|---|
| Building a fintech risk-scoring or fraud model with a specialist data-science team | Strong | Limited | InData Labs |
| Standing up a healthcare predictive-analytics pilot with a boutique partner | Strong | Limited | InData Labs |
| 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 | Limited | Strong | ITRex Group |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Strong | ITRex Group |
Verdict: InData Labs vs ITRex Group
InData Labs (4.5/5) is the stronger overall choice for most Machine Learning Development projects. Dedicated in-house R&D center focused specifically on data science and AI rather than broad software outsourcing.. It is best for fintech, healthcare, and SaaS companies wanting a specialist data-science boutique rather than a generalist software vendor..
ITRex Group (4.2/5) is the better choice when mid-market companies combining AI/ML work with IoT or edge-device deployment.. If your situation matches those criteria, ITRex Group is a competitive option.
Related comparisons
InData Labs vs ITRex Group FAQ
Is InData Labs better than ITRex Group?
InData Labs (4.5/5) scores higher overall, but "better" depends on your use case. InData Labs is better for fintech, healthcare, and SaaS companies wanting a specialist data-science boutique rather than a generalist software vendor.. ITRex Group is better for mid-market companies combining AI/ML work with IoT or edge-device deployment..
How do InData Labs and ITRex Group differ in pricing?
InData Labs uses fixed project and time & material pricing with a minimum engagement of $20K. ITRex Group uses fixed project, time & material, staff augmentation pricing with a minimum engagement of $25K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: InData Labs or ITRex Group?
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 InData Labs and ITRex Group?
InData Labs's primary differentiator is: dedicated in-house r&d center focused specifically on data science and ai rather than broad software outsourcing.. ITRex Group's primary differentiator is: explicit focus on applied ai paired with intelligent-edge and iot development, not just cloud-based ml.. They also differ in team size (51–200 vs 201–500), minimum engagement ($20K vs $25K), and primary industries served (FinTech, Healthcare vs Manufacturing, Healthcare).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.