Tooploox vs SDG Group: full comparison for 2026
Last updated: July 2026
Quick verdict
Tooploox (4.3/5) edges ahead of SDG Group (3.7/5) overall. Tooploox is the better choice for companies with genuinely hard ML and AI research-engineering problems, not standard integration work. SDG Group is the stronger option for large enterprises wanting ML-driven analytics embedded within a broader business performance management programme. The right choice depends on your project size, budget, and required tech stack.
Tooploox vs SDG Group: head-to-head summary
| Criterion | Tooploox | SDG Group |
|---|---|---|
| Founded | 2012 | 1994 |
| HQ | Wroclaw, Poland | Milan, Italy |
| Team size | 51–200 | 1000+ |
| Rating | 4.3 / 5 | 3.7 / 5 |
| Best for | Companies with genuinely hard ML and AI research-engineering problems, not standard integration work | Large enterprises wanting ML-driven analytics embedded within a broader business performance management programme |
| Pricing model | Fixed project, dedicated team | Retainer, dedicated team, fixed project |
| Min. engagement | $25K | $50K |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, Power BI, Tableau |
| Industries served | Healthcare, Enterprise, Media, SaaS | Enterprise, Financial Services, Retail, Telecommunications |
Tooploox vs SDG Group: overview
Tooploox
Tooploox, founded in 2012 and based in Wroclaw and Warsaw, Poland, is an engineering company that specifically takes on projects where AI and machine learning represent the core technical challenge, rather than treating ML as a secondary feature. Its portfolio includes a digital histopathology platform and a neural network technique (MagMax) recognized at ECCV 2024. Tooploox was named Top AI Company in Poland and Top Machine Learning Company in Poland for 2025 by Clutch.
SDG Group
SDG Group, founded in 1994 and headquartered in Milan, Italy, is a global management consulting firm with roughly 2,000 employees and offices spanning Milan, Barcelona, London, and beyond. SDG Group specializes in business performance management and analytical applications, with machine learning and AI delivered as part of its broader business intelligence and enterprise analytics consulting practice.
Services and capabilities: Tooploox vs SDG Group
| Capability | Tooploox | SDG Group |
|---|---|---|
| ML model development | ✓ | ✓ |
| Computer vision | ✓ | ✗ |
| NLP | ✗ | ✗ |
| Generative AI / LLM integration | ✗ | ✗ |
| MLOps | ✗ | ✗ |
| AI strategy consulting | ✓ | ✓ |
| Staff augmentation | ✗ | ✗ |
Tech stack comparison: Tooploox vs SDG Group
| Framework / platform | Tooploox | SDG Group |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | N/A |
| PyTorch | ✓ | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Kubernetes | ✓ | N/A |
Pricing comparison: Tooploox vs SDG Group
| Criterion | Tooploox | SDG Group |
|---|---|---|
| Minimum engagement | $25K | $50K |
| Engagement models | Fixed project, Dedicated team | Retainer, Dedicated team, Fixed project |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: Tooploox vs SDG Group
| Dimension | Tooploox | SDG Group |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Healthcare, Enterprise, Media | Enterprise, Financial Services, Retail |
| Best use cases | Digital histopathology and medical imaging analysis, Novel neural network architecture research and development | Enterprise business performance management with an ML component, Large-scale analytical applications for finance or retail clients |
| Typical project type | Fixed project | Retainer |
Tooploox vs SDG Group: pros and cons
| Tooploox | |
|---|---|
| + | Recognized by Clutch as Top AI Company and Top Machine Learning Company in Poland for 2025 |
| + | Academic-grade research credibility, including a technique presented at ECCV 2024 |
| + | Over a decade of operating history since founding in 2012, focused specifically on hard ML problems |
| + | Domain depth in digital histopathology and healthcare computer vision |
| - | Research-oriented positioning may mean higher cost for simpler, more standard ML integration work |
| - | Mid-size team (51–200) shared across research and delivery work |
| SDG Group | |
|---|---|
| + | Three decades of operating history since founding in 1994, as a global management consulting firm |
| + | Enterprise-scale delivery capacity of roughly 2,000 staff across multiple European and international offices |
| + | Deep business performance management heritage grounds AI work in measurable business outcomes |
| + | Established relationships with large enterprise clients across multiple industries |
| - | AI and ML is embedded within a much broader business intelligence and management consulting practice, not a dedicated specialization |
| - | High minimum engagement size, inaccessible for startups or small businesses |
| - | Management-consulting-led engagement model may add overhead versus lean engineering-only ML shops |
Who should choose Tooploox?
Tooploox is the right choice for companies with genuinely hard ML and AI research-engineering problems, not standard integration work.
Research-grade ML engineering with peer-reviewed academic recognition at ECCV 2024, alongside client delivery. Minimum engagement starts at $25K. Works best with clients in Healthcare, Enterprise, Media, SaaS.
Who should choose SDG Group?
SDG Group is the right choice for large enterprises wanting ML-driven analytics embedded within a broader business performance management programme.
Three decades of management consulting heritage applied to enterprise-scale analytics and AI programmes. Minimum engagement starts at $50K. Works best with clients in Enterprise, Financial Services, Retail, Telecommunications.
Decision matrix: Tooploox vs SDG Group
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Tooploox |
| You need a large dedicated team for an ongoing programme | Tooploox |
| Your budget is at the lower end | Tooploox |
| You need specialist depth in a specific vertical | Tooploox |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Tooploox |
Use case fit: Tooploox vs SDG Group
| Use case | Tooploox fit | SDG Group fit | Winner |
|---|---|---|---|
| Digital histopathology and medical imaging analysis | Strong | Limited | Tooploox |
| Novel neural network architecture research and development | Strong | Limited | Tooploox |
| Enterprise business performance management with an ML component | Limited | Strong | SDG Group |
| Large-scale analytical applications for finance or retail clients | Limited | Strong | SDG Group |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Tooploox vs SDG Group
Tooploox (4.3/5) is the stronger overall choice for most Machine Learning Development projects. Research-grade ML engineering with peer-reviewed academic recognition at ECCV 2024, alongside client delivery. It is best for companies with genuinely hard ML and AI research-engineering problems, not standard integration work.
SDG Group (3.7/5) is the better choice when large enterprises wanting ML-driven analytics embedded within a broader business performance management programme. If your situation matches those criteria, SDG Group is a competitive option.
Related comparisons
Tooploox vs SDG Group FAQ
Is Tooploox better than SDG Group?
Tooploox (4.3/5) scores higher overall, but "better" depends on your use case. Tooploox is better for companies with genuinely hard ML and AI research-engineering problems, not standard integration work. SDG Group is better for large enterprises wanting ML-driven analytics embedded within a broader business performance management programme.
How do Tooploox and SDG Group differ in pricing?
Tooploox uses fixed project, dedicated team pricing with a minimum engagement of $25K. SDG Group uses retainer, dedicated team, fixed project pricing with a minimum engagement of $50K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Tooploox or SDG Group?
Tooploox 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 Tooploox and SDG Group?
Tooploox's primary differentiator is: research-grade ml engineering with peer-reviewed academic recognition at eccv 2024, alongside client delivery. SDG Group's primary differentiator is: three decades of management consulting heritage applied to enterprise-scale analytics and ai programmes. They also differ in team size (51–200 vs 1000+), minimum engagement ($25K vs $50K), and primary industries served (Healthcare, Enterprise vs Enterprise, Financial Services).
Last reviewed: July 2026. Verify all details directly with each company before making a decision.