ITRex Group vs SoftServe: full comparison for 2026
Last updated: July 2026
Quick verdict
ITRex Group (4.2/5) edges ahead of SoftServe (4.0/5) overall. ITRex Group is the better choice for mid-market companies combining AI/ML work with IoT or edge-device deployment.. SoftServe is the stronger option for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work.. The right choice depends on your project size, budget, and required tech stack.
ITRex Group vs SoftServe: head-to-head summary
| Criterion | ITRex Group | SoftServe |
|---|---|---|
| Founded | 2009 | 1993 |
| HQ | Santa Monica, California, USA | Austin, Texas, USA / Lviv, Ukraine |
| Team size | 201–500 | 10,000+ |
| Rating | 4.2 / 5 | 4.0 / 5 |
| Best for | Mid-market companies combining AI/ML work with IoT or edge-device deployment. | Enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work. |
| Pricing model | Fixed project, Time & Material, staff augmentation | Fixed project, dedicated team, staff augmentation |
| Min. engagement | $25K | Not published |
| Primary tech stack | Python, TensorFlow, AWS IoT | Python, TensorFlow, Azure |
| Industries served | Manufacturing, Healthcare, Retail, Technology/SaaS | Healthcare, Retail, Financial Services, Technology/SaaS |
ITRex Group vs SoftServe: 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.
SoftServe
SoftServe is a digital engineering and consulting company founded in 1993 in Lviv, Ukraine, with US headquarters in Austin, Texas and European headquarters remaining in Lviv. Reported headcount ranges from roughly 10,000 to 12,000 employees across 58 offices in 14 countries, with AI/ML, data and analytics, and cloud among its core practice areas.
Services and capabilities: ITRex Group vs SoftServe
| Capability | ITRex Group | SoftServe |
|---|---|---|
| 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 SoftServe
| Framework / platform | ITRex Group | SoftServe |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | ✓ |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | ✓ |
| Databricks | N/A | N/A |
| LangChain | N/A | N/A |
Pricing comparison: ITRex Group vs SoftServe
| Criterion | ITRex Group | SoftServe |
|---|---|---|
| Minimum engagement | $25K | Not published |
| Engagement models | Fixed project, Time & Material, Staff augmentation | Fixed project, Dedicated team, Staff augmentation |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Accessible | Enterprise / not published |
Target audience comparison: ITRex Group vs SoftServe
| Dimension | ITRex Group | SoftServe |
|---|---|---|
| Best company size | Startup to mid-market | Enterprise |
| Best industries | Manufacturing, Healthcare, Retail | Healthcare, Retail, Financial Services |
| Best use cases | AI models that need to run on or alongside IoT/edge hardware, Manufacturing predictive-maintenance projects combining sensor data and ML | Enterprise clients needing AI/ML delivered as part of a broader digital engineering program, Healthcare or retail programs combining cloud migration with applied ML |
| Typical project type | Fixed project | Fixed project |
ITRex Group vs SoftServe: 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 |
| SoftServe | |
|---|---|
| + | 32 years of operating history, among the longest on this list |
| + | 10,000+ employees across 58 offices supports very large, globally distributed programs |
| + | AI/ML practice sits alongside mature cloud, data, and IoT capabilities from the same firm |
| + | Dual US/Ukraine headquarters structure has proven resilient through a long operating history |
| - | AI/ML is one of several major practice areas rather than the company's sole focus |
| - | Very large scale may mean less senior-level access on smaller engagements than boutique specialists |
| - | Minimum engagement size and standard pricing not publicly disclosed |
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.
Who should choose SoftServe?
SoftServe is the right choice for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work..
32 years of continuous operation spanning both a US public-market presence and deep Ukrainian engineering roots.. Minimum engagement starts at Not published. Works best with clients in Healthcare, Retail, Financial Services, Technology/SaaS.
Decision matrix: ITRex Group vs SoftServe
| 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 | SoftServe |
| Your budget is at the lower end | Compare: ITRex Group ($25K) vs SoftServe (Not published) |
| 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 SoftServe
| Use case | ITRex Group fit | SoftServe 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 |
| Enterprise clients needing AI/ML delivered as part of a broader digital engineering program | Limited | Strong | SoftServe |
| Healthcare or retail programs combining cloud migration with applied ML | Limited | Strong | SoftServe |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Strong | Strong | Both equally |
Verdict: ITRex Group vs SoftServe
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.. It is best for mid-market companies combining AI/ML work with IoT or edge-device deployment..
SoftServe (4.0/5) is the better choice when enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work.. If your situation matches those criteria, SoftServe is a competitive option.
Related comparisons
ITRex Group vs SoftServe FAQ
Is ITRex Group better than SoftServe?
ITRex Group (4.2/5) scores higher overall, but "better" depends on your use case. ITRex Group is better for mid-market companies combining AI/ML work with IoT or edge-device deployment.. SoftServe is better for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work..
How do ITRex Group and SoftServe differ in pricing?
ITRex Group uses fixed project, time & material, staff augmentation pricing with a minimum engagement of $25K. SoftServe uses fixed project, dedicated team, staff augmentation 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: ITRex Group or SoftServe?
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 SoftServe?
ITRex Group's primary differentiator is: explicit focus on applied ai paired with intelligent-edge and iot development, not just cloud-based ml.. SoftServe's primary differentiator is: 32 years of continuous operation spanning both a us public-market presence and deep ukrainian engineering roots.. They also differ in team size (201–500 vs 10,000+), minimum engagement ($25K vs Not published), and primary industries served (Manufacturing, Healthcare vs Healthcare, Retail).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.