Exadel vs MobiDev: full comparison for 2026
Last updated: July 2026
Quick verdict
MobiDev (4.2/5) edges ahead of Exadel (4.1/5) overall. MobiDev is the better choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record.. Exadel is the stronger option for enterprises wanting model design through MLOps and production deployment from a firm with 25+ years of engineering history.. The right choice depends on your project size, budget, and required tech stack.
Exadel vs MobiDev: head-to-head summary
| Criterion | Exadel | MobiDev |
|---|---|---|
| Founded | 1998 | 2009 |
| HQ | Walnut Creek, California, USA | Atlanta, Georgia, USA |
| Team size | 1,001–5,000 | 201–500 |
| Rating | 4.1 / 5 | 4.2 / 5 |
| Best for | Enterprises wanting model design through MLOps and production deployment from a firm with 25+ years of engineering history. | 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 services | Fixed project and dedicated team |
| Min. engagement | Not published | $20K |
| Primary tech stack | Python, TensorFlow, Kubernetes | Python, TensorFlow, OpenCV |
| Industries served | Technology/SaaS, Financial Services, Healthcare, Retail | Retail, Hospitality, Health & Fitness, Sports |
Exadel vs MobiDev: overview
Exadel
Exadel is a global software consulting and development company founded in Silicon Valley in 1998, headquartered in Walnut Creek, California, with roughly 2,000+ engineers across more than 30 delivery centers in 17 countries. The firm names AI and data management, including generative AI and MLOps, as one of five core service areas alongside strategy consulting, digital experience, and managed services.
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: Exadel vs MobiDev
| Capability | Exadel | 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: Exadel vs MobiDev
| Framework / platform | Exadel | MobiDev |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | N/A |
| Google Cloud | N/A | N/A |
| Kubernetes | ✓ | N/A |
| Databricks | N/A | N/A |
| LangChain | N/A | N/A |
Pricing comparison: Exadel vs MobiDev
| Criterion | Exadel | 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: Exadel vs MobiDev
| Dimension | Exadel | MobiDev |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Technology/SaaS, Financial Services, Healthcare | Retail, Hospitality, Health & Fitness |
| Best use cases | Enterprises needing the full model lifecycle from design through MLOps and production integration, Generative AI application builds requiring responsible-AI governance | 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 |
Exadel vs MobiDev: pros and cons
| Exadel | |
|---|---|
| + | 27 years of continuous operation since its 1998 Silicon Valley founding |
| + | AI and Data Management is one of only five named core service lines, indicating strategic (not incidental) investment |
| + | 2,000+ engineers across 30+ delivery centers supports large, distributed programs |
| + | Named focus on responsible AI 'built for trust and scale' alongside technical delivery |
| - | AI/ML sits alongside four other core service lines (strategy, digital experience, digital products, managed services) rather than being the sole focus |
| - | Less boutique-style founder access than smaller specialist firms on this list |
| - | Minimum engagement size 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 Exadel?
Exadel is the right choice for enterprises wanting model design through MLOps and production deployment from a firm with 25+ years of engineering history..
Explicit end-to-end scope 'from model design to MLOps and integration' as one of five named core service lines.. Minimum engagement starts at Not published. Works best with clients in Technology/SaaS, Financial Services, Healthcare, Retail.
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: Exadel vs MobiDev
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Exadel |
| You need a large dedicated team for an ongoing programme | MobiDev |
| Your budget is at the lower end | Compare: Exadel (Not published) vs MobiDev ($20K) |
| You need specialist depth in a specific vertical | Exadel |
| 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: Exadel vs MobiDev
| Use case | Exadel fit | MobiDev fit | Winner |
|---|---|---|---|
| Enterprises needing the full model lifecycle from design through MLOps and production integration | Strong | Limited | Exadel |
| Generative AI application builds requiring responsible-AI governance | Strong | Limited | Exadel |
| Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product | Limited | Strong | MobiDev |
| 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: Exadel vs MobiDev
MobiDev (4.2/5) is the stronger overall choice for most Machine Learning Development projects. 65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. It is best for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
Exadel (4.1/5) is the better choice when enterprises wanting model design through MLOps and production deployment from a firm with 25+ years of engineering history.. If your situation matches those criteria, Exadel is a competitive option.
Related comparisons
Exadel vs MobiDev FAQ
Is Exadel better than MobiDev?
MobiDev (4.2/5) scores higher overall, but "better" depends on your use case. Exadel is better for enterprises wanting model design through MLOps and production deployment from a firm with 25+ years of engineering history.. 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 Exadel and MobiDev differ in pricing?
Exadel uses fixed project and managed 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: Exadel or MobiDev?
Exadel 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 Exadel and MobiDev?
Exadel's primary differentiator is: explicit end-to-end scope 'from model design to mlops and integration' as one of five named core service lines.. 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 (Technology/SaaS, Financial Services vs Retail, Hospitality).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.