Tredence vs MobiDev: full comparison for 2026
Last updated: July 2026
Quick verdict
Tredence (4.2/5) edges ahead of MobiDev (4.2/5) overall. Tredence is the better choice for retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale.. MobiDev is the stronger option for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record.. The right choice depends on your project size, budget, and required tech stack.
Tredence vs MobiDev: head-to-head summary
| Criterion | Tredence | MobiDev |
|---|---|---|
| Founded | 2013 | 2009 |
| HQ | San Jose, California, USA | Atlanta, Georgia, USA |
| Team size | 1,001–5,000 | 201–500 |
| Rating | 4.2 / 5 | 4.2 / 5 |
| Best for | Retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale. | Retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record. |
| Pricing model | Fixed project and managed analytics services | Fixed project and dedicated team |
| Min. engagement | Not published | $20K |
| Primary tech stack | Python, TensorFlow, AWS | Python, TensorFlow, OpenCV |
| Industries served | Retail, CPG, Industrials, Travel & Hospitality, Financial Services | Retail, Hospitality, Health & Fitness, Sports |
Tredence vs MobiDev: overview
Tredence
Tredence is a privately held data analytics and AI company founded in 2013 by Shub Bhowmick, Sumit Mehra, and Shashank Dubey, headquartered in San Jose with delivery centers across North America, Europe, and Asia. Reported headcount is roughly 3,500–4,300 employees, and the firm focuses on applying data science and AI within specific industry contexts including retail, CPG, industrials, and travel.
MobiDev
MobiDev is a custom software development company founded in 2009, headquartered in Atlanta, Georgia, with R&D centers in Lodz, Poland and Chernivtsi, Ukraine, and roughly 290–400 engineers. CEO Oleg Lola initiated a dedicated AI/ML practice in 2018, and the company has since delivered more than 65 AI/ML products, concentrated in retail, hospitality, fitness, sports, and health/wellness.
Services and capabilities: Tredence vs MobiDev
| Capability | Tredence | MobiDev |
|---|---|---|
| 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: Tredence vs MobiDev
| Framework / platform | Tredence | MobiDev |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| Databricks | ✓ | N/A |
| LangChain | N/A | N/A |
Pricing comparison: Tredence vs MobiDev
| Criterion | Tredence | MobiDev |
|---|---|---|
| Minimum engagement | Not published | $20K |
| Engagement models | Fixed project, Managed services | Fixed project, Dedicated team |
| Rate transparency | Not public | Minimum disclosed |
| Price tier | Enterprise / not published | Accessible |
Target audience comparison: Tredence vs MobiDev
| Dimension | Tredence | MobiDev |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail, CPG, Industrials | Retail, Hospitality, Health & Fitness |
| Best use cases | Retail or CPG demand forecasting and pricing optimization models, Industrials predictive-maintenance and supply-chain AI programs | Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product, Health and fitness apps needing an ML-driven personalization or tracking feature |
| Typical project type | Fixed project | Fixed project |
Tredence vs MobiDev: pros and cons
| Tredence | |
|---|---|
| + | Strong industry-vertical focus, particularly retail and CPG, supports domain-aware model design |
| + | 3,500+ employee scale enables large, multi-region delivery programs |
| + | 12 years of continuous focus on applied data science and AI |
| + | Delivery presence across North America, Europe, and Asia supports global rollouts |
| - | Broad data-analytics positioning means custom ML model development sits alongside BI and reporting work |
| - | Enterprise scale can mean less founder-level access than boutique competitors |
| - | Minimum engagement size and standard pricing not publicly disclosed |
| MobiDev | |
|---|---|
| + | 65+ delivered AI/ML products gives a concrete, countable delivery track record rather than general marketing claims |
| + | Deliberate AI/ML practice build-out since 2018, rather than a very recent pivot |
| + | Named vertical concentration (retail, hospitality, fitness, health) supports domain-specific product experience |
| + | Mid-size team (290–400) balances specialist focus with real delivery capacity |
| - | Narrower industry focus than horizontal AI consultancies serving finance, healthcare, and manufacturing broadly |
| - | Smaller scale than the large enterprise IT firms on this list, limiting very large multi-team programs |
| - | AI/ML sits alongside a broader general custom-software-development practice |
Who should choose Tredence?
Tredence is the right choice for retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale..
Deep vertical focus applying AI specifically within retail, CPG, and industrials contexts rather than horizontal AI consulting.. Minimum engagement starts at Not published. Works best with clients in Retail, CPG, Industrials, Travel & Hospitality, Financial Services.
Who should choose MobiDev?
MobiDev is the right choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. Minimum engagement starts at $20K. Works best with clients in Retail, Hospitality, Health & Fitness, Sports.
Decision matrix: Tredence vs MobiDev
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Tredence |
| You need a large dedicated team for an ongoing programme | MobiDev |
| Your budget is at the lower end | Compare: Tredence (Not published) vs MobiDev ($20K) |
| You need specialist depth in a specific vertical | Tredence |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Tredence |
Use case fit: Tredence vs MobiDev
| Use case | Tredence fit | MobiDev fit | Winner |
|---|---|---|---|
| Retail or CPG demand forecasting and pricing optimization models | Strong | Strong | Both equally |
| Industrials predictive-maintenance and supply-chain AI programs | Strong | Limited | Tredence |
| Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product | Strong | Strong | Both equally |
| Health and fitness apps needing an ML-driven personalization or tracking feature | Limited | Strong | MobiDev |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Tredence vs MobiDev
Tredence (4.2/5) is the stronger overall choice for most Machine Learning Development projects. Deep vertical focus applying AI specifically within retail, CPG, and industrials contexts rather than horizontal AI consulting.. It is best for retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale..
MobiDev (4.2/5) is the better choice when retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record.. If your situation matches those criteria, MobiDev is a competitive option.
Related comparisons
Tredence vs MobiDev FAQ
Is Tredence better than MobiDev?
Tredence (4.2/5) scores higher overall, but "better" depends on your use case. Tredence is better for retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale.. MobiDev is better for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
How do Tredence and MobiDev differ in pricing?
Tredence uses fixed project and managed analytics services pricing with a minimum engagement of Not published. MobiDev uses fixed project and dedicated team 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: Tredence or MobiDev?
Tredence 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 Tredence and MobiDev?
Tredence's primary differentiator is: deep vertical focus applying ai specifically within retail, cpg, and industrials contexts rather than horizontal ai consulting.. MobiDev's primary differentiator is: 65+ delivered ai/ml products concentrated in retail, hospitality, fitness, and health/wellness verticals.. They also differ in team size (1,001–5,000 vs 201–500), minimum engagement (Not published vs $20K), and primary industries served (Retail, CPG vs Retail, Hospitality).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.