Grid Dynamics vs Addepto: full comparison for 2026
Last updated: July 2026
Quick verdict
Grid Dynamics (4.1/5) edges ahead of Addepto (4.1/5) overall. Grid Dynamics is the better choice for enterprises needing SEC-level financial transparency and public-company compliance alongside AI/ML delivery at scale.. Addepto is the stronger option for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.. The right choice depends on your project size, budget, and required tech stack.
Grid Dynamics vs Addepto: head-to-head summary
| Criterion | Grid Dynamics | Addepto |
|---|---|---|
| Founded | 2006 | 2018 |
| HQ | San Ramon, California, USA | Warsaw, Poland |
| Team size | 1,001–5,000 | 51–200 |
| Rating | 4.1 / 5 | 4.1 / 5 |
| Best for | Enterprises needing SEC-level financial transparency and public-company compliance alongside AI/ML delivery at scale. | Companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition. |
| Pricing model | Fixed project and managed engineering services | Fixed project and consulting retainer |
| Min. engagement | Not published | $20K |
| Primary tech stack | Python, TensorFlow, Kubernetes | Python, Scikit-learn, TensorFlow |
| Industries served | Retail, Technology/SaaS, Financial Services, Manufacturing | Financial Services, Retail, Manufacturing |
Grid Dynamics vs Addepto: 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.
Addepto
Addepto is an AI and data consulting company founded in Warsaw, Poland in 2018 by Edwin Lisowski and Artur Haponik (one source lists 2017), specializing in machine learning, artificial intelligence, and business intelligence solutions. Reported headcount is roughly 55–58 employees across Europe, North America, and Asia. In December 2025, Addepto was acquired by KMS Technology; prospective clients should confirm how the acquisition affects team continuity, existing contracts, and service delivery going forward.
Services and capabilities: Grid Dynamics vs Addepto
| Capability | Grid Dynamics | Addepto |
|---|---|---|
| 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 Addepto
| Framework / platform | Grid Dynamics | Addepto |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| 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 Addepto
| Criterion | Grid Dynamics | Addepto |
|---|---|---|
| Minimum engagement | Not published | $20K |
| Engagement models | Fixed project, Managed services | Fixed project, Consulting retainer |
| Rate transparency | Not public | Minimum disclosed |
| Price tier | Enterprise / not published | Accessible |
Target audience comparison: Grid Dynamics vs Addepto
| Dimension | Grid Dynamics | Addepto |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail, Technology/SaaS, Financial Services | Financial Services, Retail, Manufacturing |
| Best use cases | Enterprise buyers requiring public-company financial transparency for vendor risk review, Retail and e-commerce AI/ML programs at large scale | Mid-market companies wanting boutique AI/BI consulting now paired with KMS Technology's broader resources, Business intelligence projects that also require a machine learning component |
| Typical project type | Fixed project | Fixed project |
Grid Dynamics vs Addepto: 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 |
| Addepto | |
|---|---|
| + | 7 years of focused AI/BI consulting experience prior to the KMS Technology acquisition |
| + | Small team size historically meant direct founder-level access on engagements |
| + | Multi-continent presence (Europe, North America, Asia) despite a compact headcount |
| + | Acquisition by KMS Technology (Dec 2025) may bring additional delivery resources and stability |
| - | Acquired by KMS Technology in December 2025 — buyers should confirm how this affects team continuity, pricing, and existing contracts before signing |
| - | Public sources disagree on exact founding year (2017 vs. 2018) and employee count (55 vs. 58) |
| - | Post-acquisition integration could change the service delivery model in ways not yet publicly documented |
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 Addepto?
Addepto is the right choice for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..
Boutique AI/BI consultancy that gained additional scale and resources through its December 2025 acquisition by KMS Technology.. Minimum engagement starts at $20K. Works best with clients in Financial Services, Retail, Manufacturing.
Decision matrix: Grid Dynamics vs Addepto
| 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 Addepto ($20K) |
| 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 Addepto
| Use case | Grid Dynamics fit | Addepto fit | Winner |
|---|---|---|---|
| Enterprise buyers requiring public-company financial transparency for vendor risk review | Strong | Limited | Grid Dynamics |
| Retail and e-commerce AI/ML programs at large scale | Strong | Limited | Grid Dynamics |
| Mid-market companies wanting boutique AI/BI consulting now paired with KMS Technology's broader resources | Limited | Strong | Addepto |
| Business intelligence projects that also require a machine learning component | Limited | Strong | Addepto |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Grid Dynamics vs Addepto
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..
Addepto (4.1/5) is the better choice when companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.. If your situation matches those criteria, Addepto is a competitive option.
Related comparisons
Grid Dynamics vs Addepto FAQ
Is Grid Dynamics better than Addepto?
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.. Addepto is better for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..
How do Grid Dynamics and Addepto differ in pricing?
Grid Dynamics uses fixed project and managed engineering services pricing with a minimum engagement of Not published. Addepto uses fixed project and consulting retainer pricing with a minimum engagement of $20K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Grid Dynamics or Addepto?
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 Addepto?
Grid Dynamics's primary differentiator is: nasdaq-listed public company (gdyn) with sec-filed financials, offering procurement transparency few competitors match.. Addepto's primary differentiator is: boutique ai/bi consultancy that gained additional scale and resources through its december 2025 acquisition by kms technology.. They also differ in team size (1,001–5,000 vs 51–200), minimum engagement (Not published vs $20K), and primary industries served (Retail, Technology/SaaS vs Financial Services, Retail).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.