Best Machine Learning Development Services Companies

Avenga vs Codiant: full comparison for 2026

Last updated: July 2026

Quick verdict

Avenga (3.6/5) edges ahead of Codiant (3.6/5) overall. Avenga is the better choice for global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes. Codiant is the stronger option for startups and mid-market companies on five continents needing ML development integrated with web and mobile product builds at accessible cost. The right choice depends on your project size, budget, and required tech stack.

Avenga vs Codiant: head-to-head summary

Criterion Avenga Codiant
Founded 2019 2011
HQ Cologne, Germany Illinois, USA / India
Team size 6,000+ 200–300
Rating 3.6 / 5 3.6 / 5
Best for Global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes Startups and mid-market companies on five continents needing ML development integrated with web and mobile product builds at accessible cost
Pricing model T&M, dedicated team Fixed project, dedicated team, T&M
Min. engagement $100K $15K
Primary tech stack Python, AWS SageMaker, AWS Bedrock Python, TensorFlow, PyTorch
Industries served Fintech, Healthcare, Manufacturing, Logistics, SaaS Healthcare, Fintech, E-commerce, SaaS, Logistics

Avenga vs Codiant: overview

Avenga

Avenga is a global technology consultancy headquartered in Cologne, Germany, formed in 2019 through the merger of Corevalue, Sevenval, and other companies. The firm employs 6,000+ professionals across 16 countries and 44 delivery locations, serving global corporations with digital transformation, data engineering, and cloud ML services. Avenga holds AWS Advanced Tier Partner status with 20+ certifications and has launched 20+ customer projects on the AWS platform, specialising in cloud architecture, data analytics, and machine learning for financial services and enterprise clients.

Codiant

Codiant is a software development company headquartered in Illinois, USA with a development centre in India and offices in the UK, Australia, and UAE, employing 240+ full-time professionals. The company is a subsidiary of Yash Technologies and delivers custom AI and ML solutions alongside web and mobile development for startups and enterprises across five continents. Codiant holds ISO 9001 and ISO/IEC 27001:2013 certifications and has completed 700+ projects for 200+ active clients. The ML practice covers data engineering, model development, and integration into web and mobile platforms.

Services and capabilities: Avenga vs Codiant

Capability Avenga Codiant
Custom ML development
Computer vision
NLP & text analytics
MLOps & deployment
Generative AI
ML consulting & strategy
Staff augmentation
Dedicated team model

Tech stack comparison: Avenga vs Codiant

Framework / platform Avenga Codiant
Python
PyTorch N/A
TensorFlow N/A
Scikit-learn N/A
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

Pricing comparison: Avenga vs Codiant

Criterion Avenga Codiant
Minimum engagement $100K $15K
Engagement models Time & materials, Dedicated team, Consulting retainer Fixed project, Dedicated team, Time & materials
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Avenga vs Codiant

Dimension Avenga Codiant
Best company size Startup to mid-market Startup to mid-market
Best industries Fintech, Healthcare, Manufacturing Healthcare, Fintech, E-commerce
Best use cases Cloud ML infrastructure build-out for financial services enterprises, Enterprise data platform modernisation to enable ML capability ML features integrated into mobile and web application product builds, Predictive analytics for e-commerce product recommendation and personalisation
Typical project type Time & materials Fixed project

Avenga vs Codiant: pros and cons

Avenga
+ 6,000+ employees across 16 countries for global enterprise programme delivery
+ AWS Advanced Partner with 20+ certifications and documented cloud ML launches
+ 44 delivery locations provide nearshore options across multiple world regions
+ Strong financial services ML experience from European enterprise client base
+ Full enterprise transformation capability including ML alongside broader digital work
- Formed by mergers in 2017–2019 — cultural and capability integration may vary by location
- $100K minimum engagement limits access to large enterprise budgets
- ML is one capability within a very broad consultancy offering — not AI-first
Codiant
+ ISO 9001 and 27001 certifications for quality and security process assurance
+ Yash Technologies parent provides financial stability and enterprise credibility
+ 240+ professionals with multi-continent delivery capability across 5 geographies
+ $15K minimum engagement is accessible for startup and small company budgets
+ 700+ completed projects provides delivery track record across multiple industries
- AI/ML is one of multiple service lines at a broadly-positioned development company
- Yash Technologies acquisition means company culture may differ from independent AI-first firms
- Smaller team limits capacity for very large or complex enterprise ML programmes

Who should choose Avenga?

Avenga is the right choice for global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes.

6,000-person global consultancy with AWS Advanced Partnership and 20+ certified cloud ML deployments across 16 countries and 44 delivery locations. Minimum engagement starts at $100K. Works best with clients in Fintech, Healthcare, Manufacturing, Logistics, SaaS.

Who should choose Codiant?

Codiant is the right choice for startups and mid-market companies on five continents needing ML development integrated with web and mobile product builds at accessible cost.

Yash Technologies subsidiary with ISO 9001 and 27001 certifications, multi-continent delivery, and 700+ completed projects for 200+ active clients. Minimum engagement starts at $15K. Works best with clients in Healthcare, Fintech, E-commerce, SaaS, Logistics.

Decision matrix: Avenga vs Codiant

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

Use case fit: Avenga vs Codiant

Use case Avenga fit Codiant fit Winner
Cloud ML infrastructure build-out for financial services enterprises Strong Limited Avenga
Enterprise data platform modernisation to enable ML capability Strong Limited Avenga
ML features integrated into mobile and web application product builds Strong Strong Both equally
Predictive analytics for e-commerce product recommendation and personalisation Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Avenga vs Codiant

Avenga (3.6/5) is the stronger overall choice for most Machine Learning Development projects. 6,000-person global consultancy with AWS Advanced Partnership and 20+ certified cloud ML deployments across 16 countries and 44 delivery locations. It is best for global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes.

Codiant (3.6/5) is the better choice when startups and mid-market companies on five continents needing ML development integrated with web and mobile product builds at accessible cost. If your situation matches those criteria, Codiant is a competitive option.

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Avenga vs Codiant FAQ

Is Avenga better than Codiant?

Avenga (3.6/5) scores higher overall, but "better" depends on your use case. Avenga is better for global corporations needing a large-scale European technology partner for cloud ML and data analytics within enterprise transformation programmes. Codiant is better for startups and mid-market companies on five continents needing ML development integrated with web and mobile product builds at accessible cost.

How do Avenga and Codiant differ in pricing?

Avenga uses t&m, dedicated team pricing with a minimum engagement of $100K. Codiant uses fixed project, 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: Avenga or Codiant?

Codiant 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 Avenga and Codiant?

Avenga's primary differentiator is: 6,000-person global consultancy with aws advanced partnership and 20+ certified cloud ml deployments across 16 countries and 44 delivery locations. Codiant's primary differentiator is: yash technologies subsidiary with iso 9001 and 27001 certifications, multi-continent delivery, and 700+ completed projects for 200+ active clients. They also differ in team size (6,000+ vs 200–300), minimum engagement ($100K vs $15K), and primary industries served (Fintech, Healthcare vs Healthcare, Fintech).

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