ITRex Group vs Softweb Solutions: full comparison for 2026
Last updated: July 2026
Quick verdict
ITRex Group (4.2/5) edges ahead of Softweb Solutions (3.9/5) overall. ITRex Group is the better choice for mid-market companies combining AI/ML work with IoT or edge-device deployment.. Softweb Solutions is the stronger option for companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain.. The right choice depends on your project size, budget, and required tech stack.
ITRex Group vs Softweb Solutions: head-to-head summary
| Criterion | ITRex Group | Softweb Solutions |
|---|---|---|
| Founded | 2009 | 2006 |
| HQ | Santa Monica, California, USA | Plano, Texas, USA |
| Team size | 201–500 | 201–500 |
| Rating | 4.2 / 5 | 3.9 / 5 |
| Best for | Mid-market companies combining AI/ML work with IoT or edge-device deployment. | Companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain. |
| Pricing model | Fixed project, Time & Material, staff augmentation | Fixed project and managed services |
| Min. engagement | $25K | Not published |
| Primary tech stack | Python, TensorFlow, AWS IoT | Python, TensorFlow, Azure IoT |
| Industries served | Manufacturing, Healthcare, Retail, Technology/SaaS | Manufacturing, Retail, Logistics |
ITRex Group vs Softweb Solutions: 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.
Softweb Solutions
Softweb Solutions is an AI and IoT-focused digital transformation company founded in 2006 (some sources cite 2004), headquartered in Plano, Texas, with additional offices in Chicago, Dallas, and Ahmedabad, India. The company was acquired by global electronics distributor Avnet in December 2018 and now operates as 'Softweb Solutions — An Avnet Company,' building AI models for image classification, intelligent forecasting, and IoT scenario detection alongside broader data and digital transformation services.
Services and capabilities: ITRex Group vs Softweb Solutions
| Capability | ITRex Group | Softweb Solutions |
|---|---|---|
| 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 Softweb Solutions
| Framework / platform | ITRex Group | Softweb Solutions |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | N/A | 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: ITRex Group vs Softweb Solutions
| Criterion | ITRex Group | Softweb Solutions |
|---|---|---|
| Minimum engagement | $25K | Not published |
| Engagement models | Fixed project, Time & Material, Staff augmentation | Fixed project, Managed services |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Accessible | Enterprise / not published |
Target audience comparison: ITRex Group vs Softweb Solutions
| Dimension | ITRex Group | Softweb Solutions |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Manufacturing, Healthcare, Retail | Manufacturing, Retail, Logistics |
| Best use cases | AI models that need to run on or alongside IoT/edge hardware, Manufacturing predictive-maintenance projects combining sensor data and ML | Manufacturing or logistics clients needing AI models tied to IoT sensor data, Retail computer-vision projects such as image classification or shelf monitoring |
| Typical project type | Fixed project | Fixed project |
ITRex Group vs Softweb Solutions: 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 |
| Softweb Solutions | |
|---|---|
| + | Ownership by Avnet (since December 2018) gives direct proximity to hardware and electronics supply chains for IoT-linked AI projects |
| + | Nearly two decades of operating history combining AI and IoT delivery |
| + | Named use cases in image classification and intelligent forecasting show concrete applied AI/ML work |
| + | Multi-country office presence (US, India) supports cost-flexible delivery |
| - | Acquired by Avnet in 2018 — the company now operates as a subsidiary rather than an independent AI consultancy, which can affect contracting flexibility |
| - | Public sources disagree on both founding year (2004 vs. 2006) and employee count (201–500 vs. 501–1,000) |
| - | IoT-centric positioning may be less suited to buyers wanting purely software-based ML with no hardware/device component |
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 Softweb Solutions?
Softweb Solutions is the right choice for companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain..
Backed by Avnet, a global electronics distributor, giving unusual hardware/IoT supply-chain proximity for AI-on-device projects.. Minimum engagement starts at Not published. Works best with clients in Manufacturing, Retail, Logistics.
Decision matrix: ITRex Group vs Softweb Solutions
| 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 | Check each company's engagement model |
| Your budget is at the lower end | Compare: ITRex Group ($25K) vs Softweb Solutions (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 Softweb Solutions
| Use case | ITRex Group fit | Softweb Solutions 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 | Strong | Both equally |
| Manufacturing or logistics clients needing AI models tied to IoT sensor data | Strong | Strong | Both equally |
| Retail computer-vision projects such as image classification or shelf monitoring | Limited | Strong | Softweb Solutions |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Strong | Limited | ITRex Group |
Verdict: ITRex Group vs Softweb Solutions
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..
Softweb Solutions (3.9/5) is the better choice when companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain.. If your situation matches those criteria, Softweb Solutions is a competitive option.
Related comparisons
ITRex Group vs Softweb Solutions FAQ
Is ITRex Group better than Softweb Solutions?
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.. Softweb Solutions is better for companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain..
How do ITRex Group and Softweb Solutions differ in pricing?
ITRex Group uses fixed project, time & material, staff augmentation pricing with a minimum engagement of $25K. Softweb Solutions uses fixed project and managed services 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 Softweb Solutions?
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 Softweb Solutions?
ITRex Group's primary differentiator is: explicit focus on applied ai paired with intelligent-edge and iot development, not just cloud-based ml.. Softweb Solutions's primary differentiator is: backed by avnet, a global electronics distributor, giving unusual hardware/iot supply-chain proximity for ai-on-device projects.. They also differ in team size (201–500 vs 201–500), minimum engagement ($25K vs Not published), and primary industries served (Manufacturing, Healthcare vs Manufacturing, Retail).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.