Top Machine Learning Development Companies

Oxagile vs Uvik Software: full comparison for 2026

Last updated: July 2026

Quick verdict

Oxagile (4.2/5) edges ahead of Uvik Software (4.1/5) overall. Oxagile is the better choice for enterprises in healthcare, media, or retail seeking cost-effective ML development with Eastern European engineering quality. Uvik Software is the stronger option for teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors. The right choice depends on your project size, budget, and required tech stack.

Oxagile vs Uvik Software: head-to-head summary

Criterion Oxagile Uvik Software
Founded 2005 2015
HQ Minsk, Belarus US / Ukraine
Team size 250–999 50–200
Rating 4.2 / 5 4.1 / 5
Best for Enterprises in healthcare, media, or retail seeking cost-effective ML development with Eastern European engineering quality Teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors
Pricing model Fixed project, T&M, dedicated team Dedicated team, T&M
Min. engagement $20K $15K
Primary tech stack Python, TensorFlow, OpenCV Python, TensorFlow, PyTorch
Industries served Healthcare & Life Sciences, Media & Entertainment, Financial Services, Manufacturing & Industrial, Retail & E-commerce Healthcare & Life Sciences, Financial Services, SaaS & Technology, Retail & E-commerce

Oxagile vs Uvik Software: overview

Oxagile

Oxagile is a software and AI development company founded in 2005 and headquartered in Minsk, Belarus, with 250–999 employees. The firm offers AI software development services with a focus on data-driven solutions for digital transformation. Oxagile is recognised for connected care AI in healthcare, computer vision in media and retail, and custom ML systems for enterprise clients across multiple verticals.

Uvik Software

Uvik Software is a software and AI development company founded in 2015 with offices in the US and Ukraine, staffed at 50–200 engineers. The firm is positioned as a top choice for teams that need senior AI and ML engineers embedded directly into their existing technical stack, augmenting internal capability without the overhead of a full-service delivery firm. Uvik serves healthcare, finance, SaaS, and retail clients.

Services and capabilities: Oxagile vs Uvik Software

Capability Oxagile Uvik Software
Custom ML development
Computer vision
NLP & LLMs
MLOps & deployment
Generative AI
Staff augmentation

Tech stack comparison: Oxagile vs Uvik Software

Framework / platform Oxagile Uvik Software
TensorFlow
PyTorch N/A
AWS SageMaker N/A N/A
Azure ML N/A N/A
Vertex AI N/A N/A
Scikit-learn
Hugging Face N/A N/A
Apache Spark N/A N/A
Kubernetes N/A
MLflow N/A

Pricing comparison: Oxagile vs Uvik Software

Criterion Oxagile Uvik Software
Minimum engagement $20K $15K
Engagement models Fixed project, Time & materials, Dedicated team Dedicated team, Time & materials
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Oxagile vs Uvik Software

Dimension Oxagile Uvik Software
Best company size Startup to mid-market Startup to mid-market
Best industries Healthcare & Life Sciences, Media & Entertainment, Financial Services Healthcare & Life Sciences, Financial Services, SaaS & Technology
Best use cases Connected care AI for remote patient monitoring and telemedicine platform, Computer vision content moderation system for media streaming service Senior ML engineer augmentation for internal data science team at Series B SaaS company, MLOps engineer embedded in healthcare platform team to build model monitoring infrastructure
Typical project type Fixed project Dedicated team

Oxagile vs Uvik Software: pros and cons

Oxagile
+ Competitive rates — 40–60% lower than US equivalents at comparable engineering quality
+ Connected care and healthcare imaging AI track record with PACS integration experience
+ Lower $20K minimum makes specialist ML accessible for budget-conscious projects
+ Computer vision depth in both media and industrial inspection use cases
+ Flexible three-model engagement covers fixed scope through long-term dedicated teams
- Belarus-based delivery carries geopolitical risk and potential regulatory complications for some enterprises
- Less generative AI and LLM depth than firms with more recent AI-native practices
- Brand visibility lower than US-headquartered peers in North American procurement processes
Uvik Software
+ Senior-only engineer pool — clients get practitioners who can work independently in complex ML codebases
+ Direct embedding model — engineers work in client tools and repos, not an isolated delivery environment
+ Low $15K minimum engagement for staff augmentation with vetted ML talent
+ Flexible team scaling — add or reduce engineers month to month based on project demand
+ Covers ML, MLOps, and data engineering augmentation across multiple cloud stacks
- Staffing model means client team must provide direction — not suitable for teams without internal ML leadership
- Less project delivery track record than outcome-accountable boutiques
- Ukraine-based engineers carry same geopolitical risk as other Eastern European providers

Who should choose Oxagile?

Oxagile is the right choice for enterprises in healthcare, media, or retail seeking cost-effective ML development with Eastern European engineering quality.

Strong connected-care and healthcare AI track record combined with 40–60% cost advantage versus US equivalents. Minimum engagement starts at $20K. Works best with clients in Healthcare & Life Sciences, Media & Entertainment, Financial Services, Manufacturing & Industrial, Retail & E-commerce.

Who should choose Uvik Software?

Uvik Software is the right choice for teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors.

Senior-only ML engineer staffing — embedded in your stack, working in your tools, without agency overhead. Minimum engagement starts at $15K. Works best with clients in Healthcare & Life Sciences, Financial Services, SaaS & Technology, Retail & E-commerce.

Decision matrix: Oxagile vs Uvik 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 Uvik Software
You need specialist depth in a specific vertical Oxagile
You need staff augmentation or team extension Uvik Software
You need consulting before committing to a build Both may offer discovery engagements

Use case fit: Oxagile vs Uvik Software

Use case Oxagile fit Uvik Software fit Winner
Connected care AI for remote patient monitoring and telemedicine platform Strong Limited Oxagile
Computer vision content moderation system for media streaming service Strong Strong Both equally
Senior ML engineer augmentation for internal data science team at Series B SaaS company Limited Strong Uvik Software
MLOps engineer embedded in healthcare platform team to build model monitoring infrastructure Limited Strong Uvik Software
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Oxagile vs Uvik Software

Oxagile (4.2/5) is the stronger overall choice for most Machine Learning Development projects. Strong connected-care and healthcare AI track record combined with 40–60% cost advantage versus US equivalents. It is best for enterprises in healthcare, media, or retail seeking cost-effective ML development with Eastern European engineering quality.

Uvik Software (4.1/5) is the better choice when teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors. If your situation matches those criteria, Uvik Software is a competitive option.

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Oxagile vs Uvik Software FAQ

Is Oxagile better than Uvik Software?

Oxagile (4.2/5) scores higher overall, but "better" depends on your use case. Oxagile is better for enterprises in healthcare, media, or retail seeking cost-effective ML development with Eastern European engineering quality. Uvik Software is better for teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors.

How do Oxagile and Uvik Software differ in pricing?

Oxagile uses fixed project, t&m, dedicated team pricing with a minimum engagement of $20K. Uvik Software uses dedicated team, t&m 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 Uvik 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 Uvik Software?

Oxagile's primary differentiator is: strong connected-care and healthcare ai track record combined with 40–60% cost advantage versus us equivalents. Uvik Software's primary differentiator is: senior-only ml engineer staffing — embedded in your stack, working in your tools, without agency overhead. They also differ in team size (250–999 vs 50–200), minimum engagement ($20K vs $15K), and primary industries served (Healthcare & Life Sciences, Media & Entertainment vs Healthcare & Life Sciences, Financial Services).

Last reviewed: July 2026. Verify all details directly with each company before making a decision.