Belitsoft vs Markovate: full comparison for 2026
Quick verdict
Belitsoft (4.1/5) edges ahead of Markovate (3.9/5) overall. Belitsoft is the better choice for EU clients wanting AI from an established outsourcing partner. 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.
Belitsoft vs Markovate: head-to-head summary
| Criterion | Belitsoft | Markovate |
|---|---|---|
| Founded | 2004 | 2015 |
| HQ | Warsaw, Poland | San Francisco, United States |
| Team size | 250-400 | 51-200 |
| Rating | 4.1 / 5 | 3.9 / 5 |
| Primary differentiator | Two of three delivery countries (Poland, Latvia) sit fully inside the EU | AI-exclusive focus dating to 2015, based entirely in the US |
| Pricing model | Dedicated team or staff augmentation | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, OpenAI API, AWS | Python, PyTorch, OpenAI API |
| Industries served | Healthcare, Fintech, E-learning | Fintech, Healthcare, Retail & e-commerce, Logistics |
Belitsoft vs Markovate: overview
Belitsoft
Belitsoft was founded in 2004 and is headquartered in Warsaw, Poland, an EU member state, with over 250 core employees and more than 400 developers, testers, and DevOps staff distributed across Poland, Latvia, and Georgia. The company expanded into cloud and AI development in 2024, layering AI solutions on top of an already-established web and mobile development and team augmentation business. Two of its three delivery countries (Poland, Latvia) sit inside the EU, which matters for clients weighing data residency across the delivery footprint.
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: Belitsoft vs Markovate
| Capability | Belitsoft | Markovate |
|---|---|---|
| Generative AI | ✓ | ✓ |
| Machine learning | ✗ | ✓ |
| AI agents | ✗ | ✓ |
| MLOps | ✗ | ✗ |
| AI consulting | ✓ | ✗ |
| Fixed-price projects | ✗ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Belitsoft vs Markovate
| Framework / platform | Belitsoft | Markovate |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| OpenAI API | ✓ | ✓ |
| TensorFlow | N/A | N/A |
| PyTorch | N/A | ✓ |
| Kubernetes | N/A | N/A |
Pricing comparison: Belitsoft vs Markovate
| Criterion | Belitsoft | Markovate |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Dedicated team, Staff augmentation | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Belitsoft vs Markovate
| Dimension | Belitsoft | Markovate |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Healthcare, Fintech, E-learning | Fintech, Healthcare, Retail & e-commerce |
| Best use cases | Augmenting an internal European team with AI engineers on a staff-aug basis., Working with an established EU-region outsourcing partner newly investing in AI. | 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 | Dedicated team | Fixed project |
Belitsoft vs Markovate: pros and cons
| Belitsoft | |
|---|---|
| + | Warsaw legal entity plus a Latvia delivery office keep most of the footprint inside the EU. |
| + | Two decades of outsourcing and staff augmentation experience. |
| + | Transparent about AI being a 2024 addition rather than overstating a longer history. |
| + | Over 400 combined technical staff supports flexible team augmentation. |
| - | AI practice is genuinely new as of 2024, with a shorter track record than most on this list |
| - | One of three delivery countries (Georgia) sits outside the EU, worth checking for regulated data flows |
| 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 Belitsoft?
A typical fit: augmenting an internal European team with AI engineers on a staff-aug basis.
Two of three delivery countries (Poland, Latvia) sit fully inside the EU. Minimum engagement is not publicly disclosed. Works best with clients in Healthcare, Fintech, E-learning.
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: Belitsoft vs Markovate
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Markovate |
| You need a large dedicated team for an ongoing programme | Belitsoft |
| Your budget is at the lower end | Compare: Belitsoft (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 | Belitsoft |
Use case fit: Belitsoft vs Markovate
| Use case | Belitsoft fit | Markovate fit | Winner |
|---|---|---|---|
| Augmenting an internal European team with AI engineers on a staff-aug basis. | Strong | Limited | Belitsoft |
| Working with an established EU-region outsourcing partner newly investing in AI. | Strong | Limited | Belitsoft |
| 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. | Limited | Strong | Markovate |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Strong | Limited | Belitsoft |
Verdict: Belitsoft vs Markovate
Belitsoft (4.1/5) is the stronger overall choice for most AI Development projects. Two of three delivery countries (Poland, Latvia) sit fully inside the EU.
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
Belitsoft vs Markovate FAQ
Is Belitsoft better than Markovate?
Belitsoft (4.1/5) scores higher overall, but "better" depends on your use case. Belitsoft's strongest advantage: warsaw legal entity plus a Latvia delivery office keep most of the footprint inside the EU. Markovate's strongest advantage: ten years of AI-only positioning predates most competitors' generative AI pivot.
How do Belitsoft and Markovate differ in pricing?
Belitsoft uses dedicated team or staff augmentation 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: Belitsoft or Markovate?
Belitsoft 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 Belitsoft and Markovate?
Belitsoft's primary differentiator is: two of three delivery countries (Poland, Latvia) sit fully inside the EU. Markovate's primary differentiator is: AI-exclusive focus dating to 2015, based entirely in the US. They also differ in team size (250-400 vs 51-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Healthcare, Fintech vs Fintech, Healthcare).
Verify all details directly with each company before making a decision.