MobiDev vs Intellias: full comparison for 2026
Quick verdict
MobiDev (4.4/5) edges ahead of Intellias (4.0/5) overall. MobiDev is the better choice for retail and fitness products, one AI engineer to start. Intellias is the stronger option for automotive and mobility companies, embedded AI. The right choice depends on your project size, budget, and required tech stack.
MobiDev vs Intellias: head-to-head summary
| Criterion | MobiDev | Intellias |
|---|---|---|
| Founded | 2009 | 2002 |
| HQ | Atlanta, USA (R&D in Ukraine and Poland) | Lviv, Ukraine |
| Team size | 201–500 | 1,000+ |
| Rating | 4.4 / 5 | 4.0 / 5 |
| Primary differentiator | Long AI product record in retail, hospitality and fitness | Physical-AI and automotive engineering depth |
| Pricing model | Monthly per engineer; dedicated team; rates on request | Dedicated team; AI pods; rates on request |
| Min. engagement | 1 full-time engineer | Not disclosed |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, C++, PyTorch |
| Industries served | Retail and e-commerce, Hospitality, Fitness and wellness, Healthcare | Automotive, Logistics, Fintech, Telecom |
MobiDev vs Intellias: overview
MobiDev
MobiDev was founded in 2009 in Kharkiv, Ukraine, opened its first U.S. office in Atlanta in 2011, and now runs R&D centers in Ukraine and Łódź, Poland. Its AI team-augmentation offer starts at a single full-time engineer and quotes up to two weeks to allocate someone (per company website; independently unverifiable). The company says 89% of its engineers are middle or senior level and reports more than 65 AI and ML products built, mainly for retail, hospitality, fitness and health clients. Headcount figures range from 201–500 on aggregators to 400+ on a regional IT directory.
Intellias
Intellias was founded in Lviv, Ukraine, in 2002 by Vitaliy Sedler and Mykhailo Puzrakov, received investment from Horizon Capital in 2018, and is now in the 1,000+ employee band. In 2026 it began embedding "AI Pods" in client engineering organizations, combining specialist engineers with AI agents that automate requirements, coding and QA. Gartner named it a Specialist in a 2026 report on physical-AI services, reflecting its automotive, ADAS and mobility work.
Services and capabilities: MobiDev vs Intellias
| Capability | MobiDev | Intellias |
|---|---|---|
| LLM / GenAI engineers | ✗ | ✗ |
| MLOps & deployment | ✗ | ✗ |
| Computer vision | ✓ | ✓ |
| Data engineering | ✗ | ✗ |
| AI agent development | ✓ | ✓ |
| Fractional / part-time experts | ✗ | ✗ |
| Risk-free trial period | ✗ | ✗ |
| Nearshore time-zone overlap | ✗ | ✗ |
Tech stack comparison: MobiDev vs Intellias
| Framework / platform | MobiDev | Intellias |
|---|---|---|
| PyTorch | ✓ | ✓ |
| TensorFlow | ✓ | N/A |
| LangChain | ✓ | N/A |
| Hugging Face | N/A | N/A |
| OpenAI | N/A | N/A |
| AWS SageMaker | N/A | N/A |
| Azure ML | N/A | ✓ |
| Databricks | N/A | N/A |
| MLflow | N/A | N/A |
| Kubernetes | N/A | N/A |
Pricing comparison: MobiDev vs Intellias
| Criterion | MobiDev | Intellias |
|---|---|---|
| Minimum engagement | 1 full-time engineer | Not disclosed |
| Engagement models | Full-time dedicated engineers, Dedicated team, Managed delivery | Dedicated team, Managed delivery |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Accessible | Mid-market |
Target audience comparison: MobiDev vs Intellias
| Dimension | MobiDev | Intellias |
|---|---|---|
| Best company size | Startup to mid-market | Mid-market to enterprise |
| Best industries | Retail and e-commerce, Hospitality, Fitness and wellness | Automotive, Logistics, Fintech |
| Best use cases | Adding a pose-estimation engineer to a fitness app, Placing an AI engineer to build product recommendations for a retailer | Adding perception engineers to an ADAS program, Embedding an AI pod in a large engineering organization |
| Typical project type | Full-time dedicated engineers | Dedicated team |
MobiDev vs Intellias: pros and cons
| MobiDev | |
|---|---|
| + | You can start with a single engineer instead of a whole squad |
| + | Senior-weighted bench, with a stated six-year average experience among lead AI engineers |
| + | Strong record in computer vision for fitness and sports products |
| + | U.S. and UK incorporation makes contracting straightforward |
| - | Much of the delivery team is in Ukraine, so some buyers will want to discuss continuity planning |
| - | Industry focus is narrower than the large generalists |
| - | No published rates |
| Intellias | |
|---|---|
| + | Rare depth in automotive and edge AI |
| + | Analyst recognition from Gartner in 2026 |
| + | AI pod format pairs engineers with automation tooling |
| - | Pods are closer to managed delivery than individual staff augmentation |
| - | Enterprise focus makes single hires less likely |
| - | Current headcount is not published |
Who should choose MobiDev?
A typical fit: adding a pose-estimation engineer to a fitness app.
Long AI product record in retail, hospitality and fitness. Minimum engagement starts at 1 full-time engineer. Works best with clients in Retail and e-commerce, Hospitality, Fitness and wellness, Healthcare.
Who should choose Intellias?
A typical fit: adding perception engineers to an ADAS program.
Physical-AI and automotive engineering depth. Minimum engagement is not publicly disclosed. Works best with clients in Automotive, Logistics, Fintech, Telecom.
Decision matrix: MobiDev vs Intellias
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Both offer fixed-price models |
| You need a large dedicated team for an ongoing programme | MobiDev |
| Your budget is at the lower end | Compare: MobiDev (1 full-time engineer) vs Intellias (Not disclosed) |
| You need specialist depth in a specific vertical | MobiDev |
| 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: MobiDev vs Intellias
| Use case | MobiDev fit | Intellias fit | Winner |
|---|---|---|---|
| Adding a pose-estimation engineer to a fitness app | Strong | Strong | Both equally |
| Placing an AI engineer to build product recommendations for a retailer | Strong | Limited | MobiDev |
| Adding perception engineers to an ADAS program | Strong | Strong | Both equally |
| Embedding an AI pod in a large engineering organization | Limited | Strong | Intellias |
Verdict: MobiDev vs Intellias
MobiDev (4.4/5) is the stronger overall choice for most AI Staffing projects. Long AI product record in retail, hospitality and fitness.
Intellias (4.0/5) is worth a look if you need embedding an AI pod in a large engineering organization. If your situation matches that, Intellias is a competitive option.
Related comparisons
MobiDev vs Intellias FAQ
Is MobiDev better than Intellias?
MobiDev (4.4/5) scores higher overall, but "better" depends on your use case. MobiDev's strongest advantage: you can start with a single engineer instead of a whole squad. Intellias's strongest advantage: rare depth in automotive and edge AI.
How do MobiDev and Intellias differ in pricing?
MobiDev uses monthly per engineer; dedicated team; rates on request pricing with a minimum engagement of 1 full-time engineer. Intellias uses dedicated team; ai pods; rates on request pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: MobiDev or Intellias?
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 agency before shortlisting.
What are the main differences between MobiDev and Intellias?
MobiDev's primary differentiator is: long AI product record in retail, hospitality and fitness. Intellias's primary differentiator is: Physical-AI and automotive engineering depth. They also differ in team size (201–500 vs 1,000+), minimum engagement (1 full-time engineer vs Not disclosed), and primary industries served (Retail and e-commerce, Hospitality vs Automotive, Logistics).
Verify all details directly with each agency before making a decision.