Cleveroad vs Markovate: full comparison for 2026
Quick verdict
Cleveroad (4.0/5) edges ahead of Markovate (3.9/5) overall. Cleveroad is the better choice for EU startups needing AI inside a mobile or web product. Markovate is the stronger option for US founders wanting an AI-only product partner. The right choice depends on your project size, budget, and required tech stack.
Cleveroad vs Markovate: head-to-head summary
| Criterion | Cleveroad | Markovate |
|---|---|---|
| Founded | 2011 | 2015 |
| HQ | Krakow, Poland | San Francisco, United States |
| Team size | 113-200 | 51-200 |
| Rating | 4.0 / 5 | 3.9 / 5 |
| Primary differentiator | Krakow-based production-deployment discipline carried over from a decade of mobile and web delivery | AI-exclusive focus dating to 2015, based entirely in the US |
| Pricing model | Fixed project or dedicated team | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, React Native, AWS | Python, PyTorch, OpenAI API |
| Industries served | Retail & e-commerce, Healthcare, Logistics | Fintech, Healthcare, Retail & e-commerce, Logistics |
Cleveroad vs Markovate: overview
Cleveroad
Cleveroad has operated since 2011, with sources most consistently placing its working base in Krakow, Poland, an EU member state, though LinkedIn lists a Claymont, Delaware entity. Employee counts vary from roughly 113 up to a LinkedIn-reported 201-500. The firm's roots are in mobile and web development, with production-grade AI deployment positioned as a newer strength built on that existing EU-based delivery discipline.
Markovate
Markovate has run as an AI-only agency out of San Francisco since 2015, with a team in the 51-200 range under co-founder Rajeev Sharma. Its decade of case studies has stayed centered on generative AI and machine learning product work, entirely from a US base with no reported European delivery presence.
Services and capabilities: Cleveroad vs Markovate
| Capability | Cleveroad | Markovate |
|---|---|---|
| Generative AI | ✓ | ✓ |
| Machine learning | ✓ | ✓ |
| AI agents | ✗ | ✓ |
| MLOps | ✗ | ✗ |
| AI consulting | ✗ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Cleveroad vs Markovate
| Framework / platform | Cleveroad | Markovate |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| OpenAI API | ✓ | ✓ |
| TensorFlow | ✓ | N/A |
| PyTorch | N/A | ✓ |
| Kubernetes | N/A | N/A |
Pricing comparison: Cleveroad vs Markovate
| Criterion | Cleveroad | Markovate |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Cleveroad vs Markovate
| Dimension | Cleveroad | Markovate |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail & e-commerce, Healthcare, Logistics | Fintech, Healthcare, Retail & e-commerce |
| Best use cases | Adding AI features to a mobile app already in production for a European market., Getting a startup MVP built with AI as one feature among several. | Turning a generative AI concept into a shipped product with a small, senior US-based team., Getting a fast generative AI prototype built before deciding on an in-house hire. |
| Typical project type | Fixed project | Fixed project |
Cleveroad vs Markovate: pros and cons
| Cleveroad | |
|---|---|
| + | Krakow, Poland base keeps primary delivery inside the EU. |
| + | Over a decade of delivery history across startup and enterprise clients. |
| + | Operates across four continents, giving flexible timezone coverage beyond just Europe. |
| + | AI positioned as an addition to, not a replacement for, established delivery skills. |
| - | Corporate entity structure (Delaware listing alongside Poland delivery) is reported inconsistently across sources |
| - | AI-specific case studies are less prominent than the firm's mobile and web development portfolio |
| Markovate | |
|---|---|
| + | Ten years of AI-only positioning predates most competitors' generative AI pivot. |
| + | Based in San Francisco, close to the model providers it integrates most often. |
| + | Willing to take direct founder calls rather than routing through account management layers. |
| + | Case studies describe shipped generative AI products rather than proof-of-concept demos. |
| - | No reported European office or delivery presence |
| - | Team size limits how many large concurrent engagements the agency can realistically run |
Who should choose Cleveroad?
A typical fit: adding AI features to a mobile app already in production for a European market.
Krakow-based production-deployment discipline carried over from a decade of mobile and web delivery. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, Healthcare, Logistics.
Who should choose Markovate?
A typical fit: turning a generative AI concept into a shipped product with a small, senior US-based team.
AI-exclusive focus dating to 2015, based entirely in the US. Minimum engagement is not publicly disclosed. Works best with clients in Fintech, Healthcare, Retail & e-commerce, Logistics.
Decision matrix: Cleveroad vs Markovate
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Cleveroad |
| You need a large dedicated team for an ongoing programme | Cleveroad |
| Your budget is at the lower end | Compare: Cleveroad (Not disclosed) vs Markovate (Not disclosed) |
| You need specialist depth in a specific vertical | Markovate |
| 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: Cleveroad vs Markovate
| Use case | Cleveroad fit | Markovate fit | Winner |
|---|---|---|---|
| Adding AI features to a mobile app already in production for a European market. | Strong | Limited | Cleveroad |
| Getting a startup MVP built with AI as one feature among several. | Strong | Strong | Both equally |
| Turning a generative AI concept into a shipped product with a small, senior US-based team. | Limited | Strong | Markovate |
| Getting a fast generative AI prototype built before deciding on an in-house hire. | Strong | Strong | Both equally |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Cleveroad vs Markovate
Cleveroad (4.0/5) is the stronger overall choice for most AI Development projects. Krakow-based production-deployment discipline carried over from a decade of mobile and web delivery.
Markovate (3.9/5) is worth a look if you need getting a fast generative AI prototype built before deciding on an in-house hire. If your situation matches that, Markovate is a competitive option.
Related comparisons
Cleveroad vs Markovate FAQ
Is Cleveroad better than Markovate?
Cleveroad (4.0/5) scores higher overall, but "better" depends on your use case. Cleveroad's strongest advantage: Krakow, Poland base keeps primary delivery inside the EU. Markovate's strongest advantage: ten years of AI-only positioning predates most competitors' generative AI pivot.
How do Cleveroad and Markovate differ in pricing?
Cleveroad uses fixed project or dedicated team pricing. Markovate uses fixed project or dedicated team pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Cleveroad or Markovate?
Cleveroad 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 Cleveroad and Markovate?
Cleveroad's primary differentiator is: krakow-based production-deployment discipline carried over from a decade of mobile and web delivery. Markovate's primary differentiator is: AI-exclusive focus dating to 2015, based entirely in the US. They also differ in team size (113-200 vs 51-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Retail & e-commerce, Healthcare vs Fintech, Healthcare).
Verify all details directly with each company before making a decision.