Oxagile vs Devox Software: full comparison for 2026
Last updated: July 2026
Quick verdict
Oxagile (3.8/5) edges ahead of Devox Software (3.7/5) overall. Oxagile is the better choice for media, sports, and AdTech companies needing AI and ML capabilities integrated into video platforms and content analytics systems. Devox Software is the stronger option for eU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention. The right choice depends on your project size, budget, and required tech stack.
Oxagile vs Devox Software: head-to-head summary
| Criterion | Oxagile | Devox Software |
|---|---|---|
| Founded | 2005 | 2014 |
| HQ | New York, NY, USA / Minsk, Belarus | Kyiv, Ukraine / Kraków, Poland |
| Team size | 400–600 | 100–200 |
| Rating | 3.8 / 5 | 3.7 / 5 |
| Best for | Media, sports, and AdTech companies needing AI and ML capabilities integrated into video platforms and content analytics systems | EU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention |
| Pricing model | Fixed project, dedicated team, T&M | Fixed project, T&M, dedicated team |
| Min. engagement | $25K | $15K |
| Primary tech stack | Python, TensorFlow, OpenCV | Python, PyTorch, TensorFlow |
| Industries served | E-commerce, Healthcare, Manufacturing, Logistics, SaaS | Fintech, Retail, E-commerce, Healthcare, Logistics |
Oxagile vs Devox Software: overview
Oxagile
Oxagile is a custom software development firm founded in 2005 with offices in New York and Minsk, Belarus, specialising in video domain AI, AdTech, business intelligence, and educational technology. The firm's machine learning practice focuses on object recognition, video analytics, and AI-powered media solutions, drawing on over 20 years of video technology delivery. Oxagile's ML engineering team works with clients in sports, media, advertising, and education to deliver production-grade AI features integrated into video platforms. The firm employs 400+ engineers.
Devox Software
Devox Software is an IT outsourcing services provider headquartered in Ukraine with offices in Poland and Romania, offering AI-driven legacy modernisation, cloud application development, and machine learning solutions. The firm employs 100+ qualified experts and reports 82% of clients working with them for over two years, with 90% of customers located in the EU, UK, or USA. Devox develops Python machine learning solutions using PyCaret, Matplotlib, TensorFlow, and PyTorch, with a primary focus on finance and retail-oriented ML applications.
Services and capabilities: Oxagile vs Devox Software
| Capability | Oxagile | Devox Software |
|---|---|---|
| Custom ML development | ✓ | ✓ |
| Computer vision | ✓ | ✗ |
| NLP & text analytics | ✓ | ✓ |
| MLOps & deployment | ✗ | ✗ |
| Generative AI | ✗ | ✗ |
| ML consulting & strategy | ✗ | ✓ |
| Staff augmentation | ✗ | ✗ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Oxagile vs Devox Software
| Framework / platform | Oxagile | Devox Software |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | N/A | ✓ |
| TensorFlow | ✓ | ✓ |
| Scikit-learn | N/A | ✓ |
| AWS SageMaker | N/A | N/A |
| MLflow | N/A | N/A |
| Hugging Face | N/A | N/A |
| LangChain | N/A | N/A |
| Docker/Kubernetes | N/A | N/A |
| Databricks | N/A | N/A |
Pricing comparison: Oxagile vs Devox Software
| Criterion | Oxagile | Devox Software |
|---|---|---|
| Minimum engagement | $25K | $15K |
| Engagement models | Fixed project, Dedicated team, Time & materials | Fixed project, Time & materials, Dedicated team |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: Oxagile vs Devox Software
| Dimension | Oxagile | Devox Software |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | E-commerce, Healthcare, Manufacturing | Fintech, Retail, E-commerce |
| Best use cases | Object recognition systems for sports highlight clip generation, Video analytics for media consumption behaviour and content performance | Financial risk scoring models for lenders and credit providers, Retail demand forecasting and inventory optimisation ML |
| Typical project type | Fixed project | Fixed project |
Oxagile vs Devox Software: pros and cons
| Oxagile | |
|---|---|
| + | 20+ years of video technology expertise — stronger than most for video-domain ML use cases |
| + | Strong computer vision and object recognition delivery across named media and sports clients |
| + | 400+ engineers provide staffing capacity for medium-to-large concurrent projects |
| + | US-based New York presence for North American client engagement in business hours |
| + | Documented AdTech ML applications including ad relevance and fraud detection models |
| - | Primary strength is video and media ML — less suited to non-video ML use cases |
| - | Belarus-based delivery requires business continuity planning for long-term engagements |
| - | Less documented coverage of modern LLM and generative AI than newer competitors |
| Devox Software | |
|---|---|
| + | Strong 82% long-term client retention rate demonstrates delivery satisfaction |
| + | Python-native ML focus with documented framework coverage including PyCaret |
| + | $15K minimum engagement accessible for earlier-stage project initiation |
| + | Finance and retail ML specialisation with practical industry use case depth |
| + | Eastern European rates with EU/UK/US-facing delivery capability |
| - | Ukraine/Poland primary delivery requires business continuity assessment for critical programmes |
| - | Team of 100+ limits simultaneous capacity for very large multi-stream ML programmes |
| - | Less extensive public portfolio compared to larger competitors |
Who should choose Oxagile?
Oxagile is the right choice for media, sports, and AdTech companies needing AI and ML capabilities integrated into video platforms and content analytics systems.
20-year video technology specialist with strong computer vision and video analytics ML capability for media, sports, and AdTech clients. Minimum engagement starts at $25K. Works best with clients in E-commerce, Healthcare, Manufacturing, Logistics, SaaS.
Who should choose Devox Software?
Devox Software is the right choice for eU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention.
High client retention rate (82% long-term partnerships) with Python-native ML focus for finance and retail use cases. Minimum engagement starts at $15K. Works best with clients in Fintech, Retail, E-commerce, Healthcare, Logistics.
Decision matrix: Oxagile vs Devox Software
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Oxagile |
| You need a large dedicated team for an ongoing programme | Oxagile |
| Your budget is at the lower end | Devox Software |
| You need specialist depth in a specific vertical | Oxagile |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Devox Software |
Use case fit: Oxagile vs Devox Software
| Use case | Oxagile fit | Devox Software fit | Winner |
|---|---|---|---|
| Object recognition systems for sports highlight clip generation | Strong | Limited | Oxagile |
| Video analytics for media consumption behaviour and content performance | Strong | Limited | Oxagile |
| Financial risk scoring models for lenders and credit providers | Limited | Strong | Devox Software |
| Retail demand forecasting and inventory optimisation ML | Limited | Strong | Devox Software |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Oxagile vs Devox Software
Oxagile (3.8/5) is the stronger overall choice for most Machine Learning Development projects. 20-year video technology specialist with strong computer vision and video analytics ML capability for media, sports, and AdTech clients. It is best for media, sports, and AdTech companies needing AI and ML capabilities integrated into video platforms and content analytics systems.
Devox Software (3.7/5) is the better choice when eU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention. If your situation matches those criteria, Devox Software is a competitive option.
Related comparisons
Oxagile vs Devox Software FAQ
Is Oxagile better than Devox Software?
Oxagile (3.8/5) scores higher overall, but "better" depends on your use case. Oxagile is better for media, sports, and AdTech companies needing AI and ML capabilities integrated into video platforms and content analytics systems. Devox Software is better for eU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention.
How do Oxagile and Devox Software differ in pricing?
Oxagile uses fixed project, dedicated team, t&m pricing with a minimum engagement of $25K. Devox Software uses fixed project, t&m, dedicated team pricing with a minimum engagement of $15K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Oxagile or Devox Software?
Oxagile is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.
What are the main differences between Oxagile and Devox Software?
Oxagile's primary differentiator is: 20-year video technology specialist with strong computer vision and video analytics ml capability for media, sports, and adtech clients. Devox Software's primary differentiator is: high client retention rate (82% long-term partnerships) with python-native ml focus for finance and retail use cases. They also differ in team size (400–600 vs 100–200), minimum engagement ($25K vs $15K), and primary industries served (E-commerce, Healthcare vs Fintech, Retail).
Last reviewed: July 2026. Verify all details directly with each company before making a decision.