Best Machine Learning Development Services Companies

ScienceSoft vs Devox Software: full comparison for 2026

Last updated: July 2026

Quick verdict

ScienceSoft (3.9/5) edges ahead of Devox Software (3.7/5) overall. ScienceSoft is the better choice for manufacturing, healthcare, and oil & gas companies needing a long-established US-headquartered ML partner with Microsoft and AWS credentials. 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.

ScienceSoft vs Devox Software: head-to-head summary

Criterion ScienceSoft Devox Software
Founded 1989 2014
HQ McKinney, TX, USA Kyiv, Ukraine / Kraków, Poland
Team size 700–1,000 100–200
Rating 3.9 / 5 3.7 / 5
Best for Manufacturing, healthcare, and oil & gas companies needing a long-established US-headquartered ML partner with Microsoft and AWS credentials 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 $50K $15K
Primary tech stack Python, Scikit-learn, TensorFlow Python, PyTorch, TensorFlow
Industries served Manufacturing, Healthcare, SaaS, Logistics, Fintech Fintech, Retail, E-commerce, Healthcare, Logistics

ScienceSoft vs Devox Software: overview

ScienceSoft

ScienceSoft is a global IT services company founded in 1989 and headquartered in McKinney, Texas, with 700+ employees and delivery centres in Eastern Europe and the Americas. The firm's machine learning practice focuses on custom ML solutions for manufacturing, healthcare, and oil & gas industries, with a 35-year IT track record across 20+ countries. ScienceSoft's ML engineers design and implement models for demand forecasting, quality prediction, medical diagnostics, and production optimisation. The company holds Microsoft Gold Partnership and AWS Partner certifications.

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: ScienceSoft vs Devox Software

Capability ScienceSoft 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: ScienceSoft vs Devox Software

Framework / platform ScienceSoft Devox Software
Python
PyTorch
TensorFlow
Scikit-learn
AWS SageMaker N/A
MLflow 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: ScienceSoft vs Devox Software

Criterion ScienceSoft Devox Software
Minimum engagement $50K $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: ScienceSoft vs Devox Software

Dimension ScienceSoft Devox Software
Best company size Mid-market to enterprise Startup to mid-market
Best industries Manufacturing, Healthcare, SaaS Fintech, Retail, E-commerce
Best use cases Demand forecasting and production optimisation ML for manufacturing plants, Clinical decision support ML for healthcare providers and hospital systems Financial risk scoring models for lenders and credit providers, Retail demand forecasting and inventory optimisation ML
Typical project type Fixed project Fixed project

ScienceSoft vs Devox Software: pros and cons

ScienceSoft
+ 35-year delivery track record provides confidence for regulated industry procurement requirements
+ Microsoft Gold and AWS Partner certifications verify cloud ML deployment credentials
+ Deep manufacturing, healthcare, and oil & gas ML vertical expertise with named case studies
+ 700+ employees provide delivery capacity for large concurrent enterprise programmes
+ US Texas HQ for North American enterprise client engagement and account management
- ML is one of many IT service lines — not a pure-play AI specialist firm
- Primary vertical focus on manufacturing and healthcare may not serve other sectors equally well
- Higher minimum engagement than boutique ML alternatives at similar quality tier
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 ScienceSoft?

ScienceSoft is the right choice for manufacturing, healthcare, and oil & gas companies needing a long-established US-headquartered ML partner with Microsoft and AWS credentials.

35-year IT firm with Microsoft Gold and AWS partner certifications and documented vertical depth in manufacturing, healthcare, and oil & gas ML. Minimum engagement starts at $50K. Works best with clients in Manufacturing, Healthcare, SaaS, Logistics, Fintech.

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: ScienceSoft vs Devox Software

Your situation Recommended choice
You need full-ownership delivery on a defined project scope ScienceSoft
You need a large dedicated team for an ongoing programme ScienceSoft
Your budget is at the lower end Devox Software
You need specialist depth in a specific vertical ScienceSoft
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build ScienceSoft

Use case fit: ScienceSoft vs Devox Software

Use case ScienceSoft fit Devox Software fit Winner
Demand forecasting and production optimisation ML for manufacturing plants Strong Strong Both equally
Clinical decision support ML for healthcare providers and hospital systems Strong Limited ScienceSoft
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: ScienceSoft vs Devox Software

ScienceSoft (3.9/5) is the stronger overall choice for most Machine Learning Development projects. 35-year IT firm with Microsoft Gold and AWS partner certifications and documented vertical depth in manufacturing, healthcare, and oil & gas ML. It is best for manufacturing, healthcare, and oil & gas companies needing a long-established US-headquartered ML partner with Microsoft and AWS credentials.

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.

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ScienceSoft vs Devox Software FAQ

Is ScienceSoft better than Devox Software?

ScienceSoft (3.9/5) scores higher overall, but "better" depends on your use case. ScienceSoft is better for manufacturing, healthcare, and oil & gas companies needing a long-established US-headquartered ML partner with Microsoft and AWS credentials. 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 ScienceSoft and Devox Software differ in pricing?

ScienceSoft uses fixed project, dedicated team, t&m pricing with a minimum engagement of $50K. 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: ScienceSoft or Devox Software?

ScienceSoft 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 ScienceSoft and Devox Software?

ScienceSoft's primary differentiator is: 35-year it firm with microsoft gold and aws partner certifications and documented vertical depth in manufacturing, healthcare, and oil & gas ml. 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 (700–1,000 vs 100–200), minimum engagement ($50K vs $15K), and primary industries served (Manufacturing, Healthcare vs Fintech, Retail).

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