Best Machine Learning Development Agencies

Grid Dynamics vs Belitsoft: full comparison for 2026

Last updated: July 2026

Quick verdict

Grid Dynamics (4.1/5) edges ahead of Belitsoft (3.9/5) overall. Grid Dynamics is the better choice for enterprises needing SEC-level financial transparency and public-company compliance alongside AI/ML delivery at scale.. Belitsoft is the stronger option for small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing.. The right choice depends on your project size, budget, and required tech stack.

Grid Dynamics vs Belitsoft: head-to-head summary

Criterion Grid Dynamics Belitsoft
Founded 2006 2004
HQ San Ramon, California, USA Warsaw, Poland
Team size 1,001–5,000 201–500
Rating 4.1 / 5 3.9 / 5
Best for Enterprises needing SEC-level financial transparency and public-company compliance alongside AI/ML delivery at scale. Small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing.
Pricing model Fixed project and managed engineering services Fixed project and Time & Material
Min. engagement Not published $15K
Primary tech stack Python, TensorFlow, Kubernetes Python, Scikit-learn, AWS
Industries served Retail, Technology/SaaS, Financial Services, Manufacturing Healthcare, Financial Services, Technology/SaaS

Grid Dynamics vs Belitsoft: overview

Grid Dynamics

Grid Dynamics Holdings (Nasdaq: GDYN) is an AI-first digital engineering and technology consulting company founded in Silicon Valley in 2006, headquartered in San Ramon, California, with roughly 4,960 employees. As a publicly traded company, it discloses financials via SEC filings, giving buyers an unusual degree of transparency for enterprise procurement and compliance review.

Belitsoft

Belitsoft is a software development company founded in 2004, headquartered in Warsaw, Poland, with development centers in Gomel and Brest, Belarus. Reported headcount ranges from roughly 250 to 400+ developers, testers, project managers, and DevOps specialists, and the firm has expanded its cloud and AI development proficiency to include generative AI, predictive analytics, and forecasting models alongside its core custom software development practice.

Services and capabilities: Grid Dynamics vs Belitsoft

Capability Grid Dynamics Belitsoft
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: Grid Dynamics vs Belitsoft

Framework / platform Grid Dynamics Belitsoft
Python
TensorFlow N/A
PyTorch N/A N/A
AWS
Azure N/A
Google Cloud N/A
Kubernetes N/A
Databricks N/A N/A
LangChain N/A N/A

Pricing comparison: Grid Dynamics vs Belitsoft

Criterion Grid Dynamics Belitsoft
Minimum engagement Not published $15K
Engagement models Fixed project, Managed services Fixed project, Time & Material
Rate transparency Not public Minimum disclosed
Price tier Enterprise / not published Accessible

Target audience comparison: Grid Dynamics vs Belitsoft

Dimension Grid Dynamics Belitsoft
Best company size Startup to mid-market Startup to mid-market
Best industries Retail, Technology/SaaS, Financial Services Healthcare, Financial Services, Technology/SaaS
Best use cases Enterprise buyers requiring public-company financial transparency for vendor risk review, Retail and e-commerce AI/ML programs at large scale Small-to-mid companies wanting a cost-effective partner for a forecasting or recommendation-engine build, Healthcare or finance clients needing predictive analytics added to an existing software product
Typical project type Fixed project Fixed project

Grid Dynamics vs Belitsoft: pros and cons

Grid Dynamics
+ Public-company status (Nasdaq: GDYN) means audited financials are publicly available for vendor risk assessment
+ AI-first branding since founding, rather than a later pivot from generalist outsourcing
+ Nearly 5,000 employees supports large, multi-region enterprise engagements
+ 19 years of continuous operation under stable leadership
- Public-company scale and process can mean slower sales cycles than boutique specialists
- Broad digital-engineering positioning means ML-specific depth is one part of a wider service catalog
- Minimum engagement size not publicly disclosed
Belitsoft
+ 21 years of continuous custom software development history
+ Accessible minimum engagement size relative to enterprise-scale competitors on this list
+ Deep expertise cited in Big Data, Deep Learning, and Predictive Analytics beyond generic AI marketing language
+ Multi-country delivery (Poland, Belarus) supports competitive pricing for smaller buyers
- AI/ML is a recently expanded practice area layered onto a longer-running general software development business
- Reported headcount varies by source (250 vs. 400+), worth confirming current team size directly
- Less brand recognition in AI/ML specifically compared to AI-first boutiques on this list

Who should choose Grid Dynamics?

Grid Dynamics is the right choice for enterprises needing SEC-level financial transparency and public-company compliance alongside AI/ML delivery at scale..

Nasdaq-listed public company (GDYN) with SEC-filed financials, offering procurement transparency few competitors match.. Minimum engagement starts at Not published. Works best with clients in Retail, Technology/SaaS, Financial Services, Manufacturing.

Who should choose Belitsoft?

Belitsoft is the right choice for small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing..

21 years as a custom software development firm now expanding deliberately into generative AI and predictive analytics.. Minimum engagement starts at $15K. Works best with clients in Healthcare, Financial Services, Technology/SaaS.

Decision matrix: Grid Dynamics vs Belitsoft

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Grid Dynamics
You need a large dedicated team for an ongoing programme Check each company's engagement model
Your budget is at the lower end Compare: Grid Dynamics (Not published) vs Belitsoft ($15K)
You need specialist depth in a specific vertical Grid Dynamics
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Grid Dynamics

Use case fit: Grid Dynamics vs Belitsoft

Use case Grid Dynamics fit Belitsoft fit Winner
Enterprise buyers requiring public-company financial transparency for vendor risk review Strong Strong Both equally
Retail and e-commerce AI/ML programs at large scale Strong Limited Grid Dynamics
Small-to-mid companies wanting a cost-effective partner for a forecasting or recommendation-engine build Limited Strong Belitsoft
Healthcare or finance clients needing predictive analytics added to an existing software product Limited Strong Belitsoft
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Grid Dynamics vs Belitsoft

Grid Dynamics (4.1/5) is the stronger overall choice for most Machine Learning Development projects. Nasdaq-listed public company (GDYN) with SEC-filed financials, offering procurement transparency few competitors match.. It is best for enterprises needing SEC-level financial transparency and public-company compliance alongside AI/ML delivery at scale..

Belitsoft (3.9/5) is the better choice when small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing.. If your situation matches those criteria, Belitsoft is a competitive option.

Related comparisons

Grid Dynamics vs Belitsoft FAQ

Is Grid Dynamics better than Belitsoft?

Grid Dynamics (4.1/5) scores higher overall, but "better" depends on your use case. Grid Dynamics is better for enterprises needing SEC-level financial transparency and public-company compliance alongside AI/ML delivery at scale.. Belitsoft is better for small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing..

How do Grid Dynamics and Belitsoft differ in pricing?

Grid Dynamics uses fixed project and managed engineering services pricing with a minimum engagement of Not published. Belitsoft uses fixed project and time & material 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: Grid Dynamics or Belitsoft?

Grid Dynamics 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 Grid Dynamics and Belitsoft?

Grid Dynamics's primary differentiator is: nasdaq-listed public company (gdyn) with sec-filed financials, offering procurement transparency few competitors match.. Belitsoft's primary differentiator is: 21 years as a custom software development firm now expanding deliberately into generative ai and predictive analytics.. They also differ in team size (1,001–5,000 vs 201–500), minimum engagement (Not published vs $15K), and primary industries served (Retail, Technology/SaaS vs Healthcare, Financial Services).

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