Tensorway vs MobiDev: full comparison for 2026
Quick verdict
Tensorway (4.6/5) edges ahead of MobiDev (4.1/5) overall. Tensorway is the better choice for mid-market and enterprise clients, specialist computer vision and deep learning. MobiDev is the stronger option for companies wanting ML plus mobile/web engineering, US/UK-managed. The right choice depends on your project size, budget, and required tech stack.
Tensorway vs MobiDev: head-to-head summary
| Criterion | Tensorway | MobiDev |
|---|---|---|
| Founded | 2019 | 2009 |
| HQ | Alicante, Spain | Atlanta, GA, USA / Sheffield, UK |
| Team size | 50–100 | 400–600 |
| Rating | 4.6 / 5 | 4.1 / 5 |
| Primary differentiator | Deep learning specialist backed by its parent company's 25-year delivery heritage, with a dedicated computer vision practice covering detection, segmentation, and video analytics | US/UK-managed ML engineering firm with 400+ engineers and documented deep learning, NLP, and GPT integration across product development |
| Pricing model | Fixed project, dedicated team, T&M, retainer | Fixed project, dedicated team, T&M |
| Min. engagement | $10K | $30K |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, PyTorch, TensorFlow |
| Industries served | Fintech, Healthcare, Retail, Edtech, E-commerce, SaaS, Manufacturing, Logistics | Healthcare, Fintech, Retail, Logistics, E-commerce |
Tensorway vs MobiDev: overview
Tensorway
Tensorway is a machine learning development company founded in 2019 and headquartered in Alicante, Spain, operating as an AI-focused entity within the Anadea group of companies. The firm focuses on deep learning, computer vision, and NLP systems for mid-market and enterprise clients in fintech, healthcare, retail, and edtech. Tensorway's engineering practice covers object detection, image segmentation, real-time video analytics, and large-scale NLP pipelines, with delivery backed by its parent company's 25-year software engineering track record. The team of 50+ ML engineers operates remotely across Europe and Latin America.
MobiDev
MobiDev is a software and machine learning company headquartered in Atlanta, Georgia and Sheffield, UK, with R&D centers in Lodz, Poland and Chernivtsi, Ukraine. The firm employs 400+ engineers and offers full-range machine learning services including deep learning, data science, computer vision, NLP, and GPT model integration. MobiDev's ML practice covers all stages from data collection and model training through integration and post-deployment monitoring. The company serves clients across healthcare, fintech, retail, and logistics with a product-engineering mindset that emphasises buildable, maintainable production systems.
Services and capabilities: Tensorway vs MobiDev
| Capability | Tensorway | MobiDev |
|---|---|---|
| Custom ML development | ✓ | ✓ |
| Computer vision | ✓ | ✓ |
| NLP & text analytics | ✓ | ✓ |
| MLOps & deployment | ✓ | ✓ |
| Generative AI | ✓ | ✓ |
| ML consulting & strategy | ✗ | ✗ |
| Staff augmentation | ✗ | ✗ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Tensorway vs MobiDev
| Framework / platform | Tensorway | MobiDev |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| Scikit-learn | N/A | N/A |
| AWS SageMaker | ✓ | N/A |
| MLflow | ✓ | N/A |
| Hugging Face | ✓ | ✓ |
| LangChain | ✓ | ✓ |
| Docker/Kubernetes | ✓ | N/A |
| Databricks | N/A | N/A |
Pricing comparison: Tensorway vs MobiDev
| Criterion | Tensorway | MobiDev |
|---|---|---|
| Minimum engagement | $10K | $30K |
| Engagement models | Fixed project, Dedicated team, Time & materials, Retainer, Staff augmentation | Fixed project, Dedicated team, Time & materials |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: Tensorway vs MobiDev
| Dimension | Tensorway | MobiDev |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Fintech, Healthcare, Retail | Healthcare, Fintech, Retail |
| Best use cases | Computer vision systems for quality inspection in manufacturing lines, Real-time video analytics for retail foot traffic and shelf monitoring | ML features integrated into mobile and web product builds for healthcare and fintech, Deep learning models for medical imaging analysis and diagnostics |
| Typical project type | Fixed project | Fixed project |
Tensorway vs MobiDev: pros and cons
| Tensorway | |
|---|---|
| + | Deep ML/DL specialisation with a dedicated computer vision practice |
| + | Established project-management and QA processes for predictable, well-documented delivery |
| + | Strong computer vision coverage including object detection, segmentation, and real-time video analytics |
| + | Remote-first team with European and LATAM coverage for flexible timezone delivery |
| + | Clear specialisation in production systems, not just prototype or PoC delivery |
| - | Team of 50+ limits simultaneous capacity for very large multi-workstream programmes |
| MobiDev | |
|---|---|
| + | US and UK presence with European R&D centres for cost-efficient delivery without quality compromise |
| + | Full-range ML coverage including deep learning, NLP, computer vision, and generative AI |
| + | 400+ engineers provide staffing capacity for scaling concurrent programmes |
| + | Product engineering mindset ensures ML is built into working software, not isolated prototypes |
| + | Strong GPT and LLM integration capability for modern AI-powered product features |
| - | Broad ML coverage may lack specialist depth on highly novel deep learning research problems |
| - | Poland and Ukraine R&D centres require business continuity planning for critical long-term programmes |
| - | Case study library is less publicly extensive than some larger or boutique competitors |
Who should choose Tensorway?
A typical fit: computer vision systems for quality inspection in manufacturing lines.
Deep learning specialist backed by its parent company's 25-year delivery heritage, with a dedicated computer vision practice covering detection, segmentation, and video analytics. Minimum engagement starts at $10K. Works best with clients in Fintech, Healthcare, Retail, Edtech, E-commerce, SaaS, Manufacturing, Logistics.
Who should choose MobiDev?
A typical fit: ML features integrated into mobile and web product builds for healthcare and fintech.
US/UK-managed ML engineering firm with 400+ engineers and documented deep learning, NLP, and GPT integration across product development. Minimum engagement starts at $30K. Works best with clients in Healthcare, Fintech, Retail, Logistics, E-commerce.
Decision matrix: Tensorway vs MobiDev
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Tensorway |
| You need a large dedicated team for an ongoing programme | Tensorway |
| Your budget is at the lower end | Tensorway |
| You need specialist depth in a specific vertical | Tensorway |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Both may offer discovery engagements |
Use case fit: Tensorway vs MobiDev
| Use case | Tensorway fit | MobiDev fit | Winner |
|---|---|---|---|
| Computer vision systems for quality inspection in manufacturing lines | Strong | Strong | Both equally |
| Real-time video analytics for retail foot traffic and shelf monitoring | Strong | Limited | Tensorway |
| ML features integrated into mobile and web product builds for healthcare and fintech | Strong | Strong | Both equally |
| Deep learning models for medical imaging analysis and diagnostics | Strong | Strong | Both equally |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Strong | Limited | Tensorway |
Verdict: Tensorway vs MobiDev
Tensorway (4.6/5) is the stronger overall choice for most Machine Learning Development projects. Deep learning specialist backed by its parent company's 25-year delivery heritage, with a dedicated computer vision practice covering detection, segmentation, and video analytics.
MobiDev (4.1/5) is worth a look if you need deep learning models for medical imaging analysis and diagnostics. If your situation matches that, MobiDev is a competitive option.
Related comparisons
Tensorway vs MobiDev FAQ
Is Tensorway better than MobiDev?
Tensorway (4.6/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: deep ML/DL specialisation with a dedicated computer vision practice. MobiDev's strongest advantage: US and UK presence with European R&D centres for cost-efficient delivery without quality compromise.
How do Tensorway and MobiDev differ in pricing?
Tensorway uses fixed project, dedicated team, t&m, retainer pricing with a minimum engagement of $10K. MobiDev uses fixed project, dedicated team, t&m pricing with a minimum engagement of $30K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Tensorway or MobiDev?
MobiDev 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 Tensorway and MobiDev?
Tensorway's primary differentiator is: deep learning specialist backed by its parent company's 25-year delivery heritage, with a dedicated computer vision practice covering detection, segmentation, and video analytics. MobiDev's primary differentiator is: US/UK-managed ML engineering firm with 400+ engineers and documented deep learning, NLP, and GPT integration across product development. They also differ in team size (50–100 vs 400–600), minimum engagement ($10K vs $30K), and primary industries served (Fintech, Healthcare vs Healthcare, Fintech).